{
  "schema_version": "1.0.0",
  "verification_stage_contract": "bounded-workflow-v2",
  "generated_at": "2026-09-25T13:50:57.994663Z",
  "build_id": "rr-20260925T13505799466-6fd69c714fec",
  "entity_id": "gh:voltagent/voltagent",
  "points": [
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": null,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-07-09",
      "source_build_id": "git-e0e4145f09c6"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": null,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-07-10",
      "source_build_id": "git-fa192ed28ad2"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": null,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-07-11",
      "source_build_id": "git-85ab7fbca744"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": null,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-07-12",
      "source_build_id": "git-c7c4bf2ba980"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": null,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-07-13",
      "source_build_id": "git-a57439d942f9"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": 10036,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "@voltagent/core@2.9.0",
      "last_release_at": "2026-07-08T15:25:03Z",
      "last_release_url": "https://github.com/VoltAgent/voltagent/releases/tag/%40voltagent/core%402.9.0",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-07-13T12:19:39.107338Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v1",
      "observation_refs": {
        "stars": "obs_ecb64c611ca95c957d32e875",
        "version": "obs_8f84082699ee7889ec7a6667",
        "last_release_at": "obs_708bb15a8a40db831ca22ebd",
        "last_release_url": "obs_28725087e05afba22249b35e",
        "pushed_at": "obs_fe9b7b88001cfd76f7a40733",
        "archived": "obs_15e28bbc92e98215c7cd0b3e",
        "default_branch": "obs_a013b08d91345f18dd550a34",
        "default_branch_updated_at": "obs_bb583da91f5f5ed19f88ba98",
        "maintenance_status": "obs_4dc1128a264ba5db40c29073",
        "momentum": "obs_aba804fbfd362ffe84d94616"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-07-14",
      "source_build_id": "rr-20260714T07055435093-313e45d9501f"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": 10074,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "@voltagent/core@2.9.0",
      "last_release_at": "2026-07-08T15:25:03Z",
      "last_release_url": "https://github.com/VoltAgent/voltagent/releases/tag/%40voltagent/core%402.9.0",
      "maintenance_status": "active",
      "integration_fingerprint": "3b8de1f4354cde3f",
      "integration_count": 2,
      "integrations": [
        "Model Context Protocol",
        "OpenAI"
      ],
      "source_observed_at": "2026-07-17T12:02:57.061641Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_8a0fdb09ca0a508fd8c60b9e",
        "version": "obs_1bd3035e4cf97e5ecb652f98",
        "last_release_at": "obs_61692a6608190558d24901f8",
        "last_release_url": "obs_f5c04393491a23ff95b2925f",
        "pushed_at": "obs_f0742089c77359199c173094",
        "archived": "obs_ff3039892cca58ddc63acc05",
        "default_branch": "obs_9b555594689a1f942ea15fd7",
        "default_branch_updated_at": "obs_34b523d7969a5d570dfacea7",
        "maintenance_status": "obs_8c7b2afb4ffbe07e5d6c051c",
        "momentum": "obs_48e6b7453dd19de80ba69bd3",
        "repository_topics": "obs_2133303edf08fd5d6ebe596e",
        "integrations": "obs_934760d0f964047c37a2fa36",
        "integration_fingerprint": "obs_c84e11affc09c8cc38261428",
        "deployment_models": "obs_9ab32492bbadc9343fdb0f73",
        "extensibility": "obs_926e43b140c91580c4b54d4c"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-07-17",
      "source_build_id": "rr-20260717T230624Z-c4dcc64d2e27"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": 10074,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "@voltagent/core@2.9.0",
      "last_release_at": "2026-07-08T15:25:03Z",
      "last_release_url": "https://github.com/VoltAgent/voltagent/releases/tag/%40voltagent/core%402.9.0",
      "maintenance_status": "active",
      "integration_fingerprint": "3b8de1f4354cde3f",
      "integration_count": 2,
      "integrations": [
        "Model Context Protocol",
        "OpenAI"
      ],
      "source_observed_at": "2026-07-17T12:02:57.061641Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_8a0fdb09ca0a508fd8c60b9e",
        "version": "obs_1bd3035e4cf97e5ecb652f98",
        "last_release_at": "obs_61692a6608190558d24901f8",
        "last_release_url": "obs_f5c04393491a23ff95b2925f",
        "pushed_at": "obs_f0742089c77359199c173094",
        "archived": "obs_ff3039892cca58ddc63acc05",
        "default_branch": "obs_9b555594689a1f942ea15fd7",
        "default_branch_updated_at": "obs_34b523d7969a5d570dfacea7",
        "maintenance_status": "obs_8c7b2afb4ffbe07e5d6c051c",
        "momentum": "obs_48e6b7453dd19de80ba69bd3",
        "repository_topics": "obs_2133303edf08fd5d6ebe596e",
        "integrations": "obs_934760d0f964047c37a2fa36",
        "integration_fingerprint": "obs_c84e11affc09c8cc38261428",
        "deployment_models": "obs_9ab32492bbadc9343fdb0f73",
        "extensibility": "obs_926e43b140c91580c4b54d4c"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-07-18",
      "source_build_id": "rr-20260718T230804Z-723e093c9536"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": 10074,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "@voltagent/core@2.9.0",
      "last_release_at": "2026-07-08T15:25:03Z",
      "last_release_url": "https://github.com/VoltAgent/voltagent/releases/tag/%40voltagent/core%402.9.0",
      "maintenance_status": "active",
      "integration_fingerprint": "3b8de1f4354cde3f",
      "integration_count": 2,
      "integrations": [
        "Model Context Protocol",
        "OpenAI"
      ],
      "source_observed_at": "2026-07-17T12:02:57.061641Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_8a0fdb09ca0a508fd8c60b9e",
        "version": "obs_1bd3035e4cf97e5ecb652f98",
        "last_release_at": "obs_61692a6608190558d24901f8",
        "last_release_url": "obs_f5c04393491a23ff95b2925f",
        "pushed_at": "obs_f0742089c77359199c173094",
        "archived": "obs_ff3039892cca58ddc63acc05",
        "default_branch": "obs_9b555594689a1f942ea15fd7",
        "default_branch_updated_at": "obs_34b523d7969a5d570dfacea7",
        "maintenance_status": "obs_8c7b2afb4ffbe07e5d6c051c",
        "momentum": "obs_48e6b7453dd19de80ba69bd3",
        "repository_topics": "obs_2133303edf08fd5d6ebe596e",
        "integrations": "obs_934760d0f964047c37a2fa36",
        "integration_fingerprint": "obs_c84e11affc09c8cc38261428",
        "deployment_models": "obs_9ab32492bbadc9343fdb0f73",
        "extensibility": "obs_926e43b140c91580c4b54d4c"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-07-19",
      "source_build_id": "rr-20260719T100820Z-9f68f20831d6"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": 10074,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "@voltagent/core@2.9.0",
      "last_release_at": "2026-07-08T15:25:03Z",
      "last_release_url": "https://github.com/VoltAgent/voltagent/releases/tag/%40voltagent/core%402.9.0",
      "maintenance_status": "active",
      "integration_fingerprint": "3b8de1f4354cde3f",
      "integration_count": 2,
      "integrations": [
        "Model Context Protocol",
        "OpenAI"
      ],
      "source_observed_at": "2026-07-17T12:02:57.061641Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_8a0fdb09ca0a508fd8c60b9e",
        "version": "obs_1bd3035e4cf97e5ecb652f98",
        "last_release_at": "obs_61692a6608190558d24901f8",
        "last_release_url": "obs_f5c04393491a23ff95b2925f",
        "pushed_at": "obs_f0742089c77359199c173094",
        "archived": "obs_ff3039892cca58ddc63acc05",
        "default_branch": "obs_9b555594689a1f942ea15fd7",
        "default_branch_updated_at": "obs_34b523d7969a5d570dfacea7",
        "maintenance_status": "obs_8c7b2afb4ffbe07e5d6c051c",
        "momentum": "obs_48e6b7453dd19de80ba69bd3",
        "repository_topics": "obs_2133303edf08fd5d6ebe596e",
        "integrations": "obs_934760d0f964047c37a2fa36",
        "integration_fingerprint": "obs_c84e11affc09c8cc38261428",
        "deployment_models": "obs_9ab32492bbadc9343fdb0f73",
        "extensibility": "obs_926e43b140c91580c4b54d4c"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-07-20",
      "source_build_id": "rr-20260720T231958Z-538b95791e5c"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": 10074,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "@voltagent/core@2.9.0",
      "last_release_at": "2026-07-08T15:25:03Z",
      "last_release_url": "https://github.com/VoltAgent/voltagent/releases/tag/%40voltagent/core%402.9.0",
      "maintenance_status": "active",
      "integration_fingerprint": "3b8de1f4354cde3f",
      "integration_count": 2,
      "integrations": [
        "Model Context Protocol",
        "OpenAI"
      ],
      "source_observed_at": "2026-07-17T12:02:57.061641Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_8a0fdb09ca0a508fd8c60b9e",
        "version": "obs_1bd3035e4cf97e5ecb652f98",
        "last_release_at": "obs_61692a6608190558d24901f8",
        "last_release_url": "obs_f5c04393491a23ff95b2925f",
        "pushed_at": "obs_f0742089c77359199c173094",
        "archived": "obs_ff3039892cca58ddc63acc05",
        "default_branch": "obs_9b555594689a1f942ea15fd7",
        "default_branch_updated_at": "obs_34b523d7969a5d570dfacea7",
        "maintenance_status": "obs_8c7b2afb4ffbe07e5d6c051c",
        "momentum": "obs_48e6b7453dd19de80ba69bd3",
        "repository_topics": "obs_2133303edf08fd5d6ebe596e",
        "integrations": "obs_934760d0f964047c37a2fa36",
        "integration_fingerprint": "obs_c84e11affc09c8cc38261428",
        "deployment_models": "obs_9ab32492bbadc9343fdb0f73",
        "extensibility": "obs_926e43b140c91580c4b54d4c"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-07-21",
      "source_build_id": "rr-20260721T100926Z-12d26cd1d0f0"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": 10210,
      "momentum": 7.5,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "@voltagent/core@2.9.0",
      "last_release_at": "2026-07-08T15:25:03Z",
      "last_release_url": "https://github.com/VoltAgent/voltagent/releases/tag/%40voltagent/core%402.9.0",
      "maintenance_status": "active",
      "integration_fingerprint": "3b8de1f4354cde3f",
      "integration_count": 2,
      "integrations": [
        "Model Context Protocol",
        "OpenAI"
      ],
      "source_observed_at": "2026-07-28T10:17:34.274766Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_c2889f8e84caf2ae78efc841",
        "version": "obs_373df2638789aada028f1643",
        "last_release_at": "obs_ea8e0d4b6d7cb16d825feeae",
        "last_release_url": "obs_9a56381ed06b9fcc2f1c0c14",
        "pushed_at": "obs_6d02e8f9ff08283959718d73",
        "archived": "obs_39f76f5f23222f86a59ba2e0",
        "default_branch": "obs_ac9de78e47f9dd06ccce1813",
        "default_branch_updated_at": "obs_1238fd1fe7186332455842a8",
        "maintenance_status": "obs_e89f010801c6d2e5207bf439",
        "momentum": "obs_3736d30cdf148df8971cc0d0",
        "repository_topics": "obs_dba50918f03404f923d7ab88",
        "integrations": "obs_2f2cb5d82d8a8d5732ba8a1c",
        "integration_fingerprint": "obs_f9e4913ea3314830085da00f",
        "deployment_models": "obs_dc8bd28786dd6c11fc8ac9e0",
        "extensibility": "obs_48269990db1fc1ad6d0926da"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-07-28",
      "source_build_id": "rr-20260728T10173427476-cba0cd6243c7"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": 10218,
      "momentum": 7.8,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "@voltagent/core@2.9.0",
      "last_release_at": "2026-07-08T15:25:03Z",
      "last_release_url": "https://github.com/VoltAgent/voltagent/releases/tag/%40voltagent/core%402.9.0",
      "maintenance_status": "active",
      "integration_fingerprint": "3b8de1f4354cde3f",
      "integration_count": 2,
      "integrations": [
        "Model Context Protocol",
        "OpenAI"
      ],
      "source_observed_at": "2026-07-29T10:17:05.832710Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_6e99e1e632f877ec49259bbf",
        "version": "obs_1cf00b27080de48d5ad453ef",
        "last_release_at": "obs_ba8f8d8e5f6c39e7bbef889d",
        "last_release_url": "obs_60e6043c888af7e73f1dabd6",
        "pushed_at": "obs_f72a239eaadf24f697b6037f",
        "archived": "obs_628186237e6232513e4ee0dc",
        "default_branch": "obs_2b0b3c5d694ebad754848e5d",
        "default_branch_updated_at": "obs_01bf7a687581ce0f27786322",
        "maintenance_status": "obs_3c47fe8de729243f353b7e65",
        "momentum": "obs_4a7f6a534d50d1397080056c",
        "repository_topics": "obs_5c9cd2aad056212e05dd2b0d",
        "integrations": "obs_8d45ec24f1a625bf1f951dc2",
        "integration_fingerprint": "obs_d830bbf3f945962461bf5339",
        "deployment_models": "obs_0164df939bf3eadd2bec586c",
        "extensibility": "obs_b5c159a2d5cfddcfd85078d9"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-07-29",
      "source_build_id": "rr-20260729T214501Z-7d6d1597a582"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": null,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-07-30",
      "source_build_id": "git-d6c6d356a593"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": null,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-07-31",
      "source_build_id": "git-1f6ab3b153e2"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": 10245,
      "momentum": 7.5,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "@voltagent/core@2.9.0",
      "last_release_at": "2026-07-08T15:25:03Z",
      "last_release_url": "https://github.com/VoltAgent/voltagent/releases/tag/%40voltagent/core%402.9.0",
      "maintenance_status": "active",
      "integration_fingerprint": "3b8de1f4354cde3f",
      "integration_count": 2,
      "integrations": [
        "Model Context Protocol",
        "OpenAI"
      ],
      "source_observed_at": "2026-08-01T10:17:36.135498Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_3b7c365a3fb3445a1044306e",
        "version": "obs_9152c98818d5267f81d2d370",
        "last_release_at": "obs_68d5a33afe63ba229bb5de43",
        "last_release_url": "obs_94eff357eac6290cc1fa56ac",
        "pushed_at": "obs_308fa22d7c3088079aa45c1c",
        "archived": "obs_61c845295a6defa9e981214c",
        "default_branch": "obs_ac79088127fc57af787ed253",
        "default_branch_updated_at": "obs_8c0604eab5c7dc7d0002649d",
        "maintenance_status": "obs_a2ea510751d00f00883f91d7",
        "momentum": "obs_cbca334a0aefcb131f797b94",
        "repository_topics": "obs_3f0443c33761c50823a4ed78",
        "integrations": "obs_5601d266f080cdf8d330ea5e",
        "integration_fingerprint": "obs_40e89942a5c57fdb8efb41e0",
        "deployment_models": "obs_1eb0c1afafaed695e8855780",
        "extensibility": "obs_62d6c9a28d1e76af63280bae"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-01",
      "source_build_id": "rr-20260801T185703Z-7378313ef26d"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": 10248,
      "momentum": 7.8,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "@voltagent/core@2.9.0",
      "last_release_at": "2026-07-08T15:25:03Z",
      "last_release_url": "https://github.com/VoltAgent/voltagent/releases/tag/%40voltagent/core%402.9.0",
      "maintenance_status": "active",
      "integration_fingerprint": "3b8de1f4354cde3f",
      "integration_count": 2,
      "integrations": [
        "Model Context Protocol",
        "OpenAI"
      ],
      "source_observed_at": "2026-08-02T10:17:50.427312Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_5ff78a2b0ff3d440e6d06413",
        "version": "obs_ad540803981ed94650d3afd3",
        "last_release_at": "obs_d5b8247a5c5462b909db6a5a",
        "last_release_url": "obs_e50a14bb9642d13dfc7b40d8",
        "pushed_at": "obs_8fe062ed1a1cb3a55a58f59e",
        "archived": "obs_226f7a58ccfaf0e86cd7f7a3",
        "default_branch": "obs_bcf62d083c303a8337c873f9",
        "default_branch_updated_at": "obs_584bca0525e67a5c96dc7e6f",
        "maintenance_status": "obs_b298b29a5c96bcab74c6590d",
        "momentum": "obs_6f592cd42dc9ce16846e35f6",
        "repository_topics": "obs_334aad850c10e4d3464e6227",
        "integrations": "obs_3b129cff9660ac89f9e9278a",
        "integration_fingerprint": "obs_f0fc93f26a070df30f49c40e",
        "deployment_models": "obs_7e376d6fe78ee70d42522968",
        "extensibility": "obs_c3f862ea2cd02a733f538af0"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-02",
      "source_build_id": "rr-20260802T223206Z-669bf78d74b9"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": 10264,
      "momentum": 8.1,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "@voltagent/core@2.9.0",
      "last_release_at": "2026-07-08T15:25:03Z",
      "last_release_url": "https://github.com/VoltAgent/voltagent/releases/tag/%40voltagent/core%402.9.0",
      "maintenance_status": "active",
      "integration_fingerprint": "3b8de1f4354cde3f",
      "integration_count": 2,
      "integrations": [
        "Model Context Protocol",
        "OpenAI"
      ],
      "source_observed_at": "2026-08-03T10:18:05.351909Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_469271db2eef91e7229650d3",
        "version": "obs_4769e5259acda7a5adb4660d",
        "last_release_at": "obs_f19b80a9e736ef43cd733fb2",
        "last_release_url": "obs_487e15a62565d13e1acb520d",
        "pushed_at": "obs_98a0bf0791a3fd3f5d3b7d2b",
        "archived": "obs_6c63cec214415ce791474011",
        "default_branch": "obs_7e74d8454afefdd5e7e0ee05",
        "default_branch_updated_at": "obs_3c48e70460eb7b71d9f1063b",
        "maintenance_status": "obs_3ba72db0b51d7e4988eadc0a",
        "momentum": "obs_725873971d30d3325781492a",
        "repository_topics": "obs_83cab81b17134af59623739d",
        "integrations": "obs_af6f51792e6a5979b078c021",
        "integration_fingerprint": "obs_d4218cd90a7165a9dd6fb928",
        "deployment_models": "obs_5d3590efc74155a41f89a3d3",
        "extensibility": "obs_01c733afc6323b9ec9f6d217"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-03",
      "source_build_id": "rr-20260803T185610Z-c07c43675fc7"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": 10264,
      "momentum": 8.1,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "@voltagent/core@2.9.0",
      "last_release_at": "2026-07-08T15:25:03Z",
      "last_release_url": "https://github.com/VoltAgent/voltagent/releases/tag/%40voltagent/core%402.9.0",
      "maintenance_status": "active",
      "integration_fingerprint": "3b8de1f4354cde3f",
      "integration_count": 2,
      "integrations": [
        "Model Context Protocol",
        "OpenAI"
      ],
      "source_observed_at": "2026-08-03T10:18:05.351909Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_469271db2eef91e7229650d3",
        "version": "obs_4769e5259acda7a5adb4660d",
        "last_release_at": "obs_f19b80a9e736ef43cd733fb2",
        "last_release_url": "obs_487e15a62565d13e1acb520d",
        "pushed_at": "obs_98a0bf0791a3fd3f5d3b7d2b",
        "archived": "obs_6c63cec214415ce791474011",
        "default_branch": "obs_7e74d8454afefdd5e7e0ee05",
        "default_branch_updated_at": "obs_3c48e70460eb7b71d9f1063b",
        "maintenance_status": "obs_3ba72db0b51d7e4988eadc0a",
        "momentum": "obs_725873971d30d3325781492a",
        "repository_topics": "obs_83cab81b17134af59623739d",
        "integrations": "obs_af6f51792e6a5979b078c021",
        "integration_fingerprint": "obs_d4218cd90a7165a9dd6fb928",
        "deployment_models": "obs_5d3590efc74155a41f89a3d3",
        "extensibility": "obs_01c733afc6323b9ec9f6d217"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-04",
      "source_build_id": "rr-20260804T022022Z-08b5333b22db"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": null,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-08-05",
      "source_build_id": "git-e1dfd91c94e6"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": null,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-08-06",
      "source_build_id": "git-0d13b053d175"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": 10264,
      "momentum": 8.1,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "@voltagent/core@2.9.0",
      "last_release_at": "2026-07-08T15:25:03Z",
      "last_release_url": "https://github.com/VoltAgent/voltagent/releases/tag/%40voltagent/core%402.9.0",
      "maintenance_status": "active",
      "integration_fingerprint": "3b8de1f4354cde3f",
      "integration_count": 2,
      "integrations": [
        "Model Context Protocol",
        "OpenAI"
      ],
      "source_observed_at": "2026-08-03T10:18:05.351909Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_469271db2eef91e7229650d3",
        "version": "obs_4769e5259acda7a5adb4660d",
        "last_release_at": "obs_f19b80a9e736ef43cd733fb2",
        "last_release_url": "obs_487e15a62565d13e1acb520d",
        "pushed_at": "obs_98a0bf0791a3fd3f5d3b7d2b",
        "archived": "obs_6c63cec214415ce791474011",
        "default_branch": "obs_7e74d8454afefdd5e7e0ee05",
        "default_branch_updated_at": "obs_3c48e70460eb7b71d9f1063b",
        "maintenance_status": "obs_3ba72db0b51d7e4988eadc0a",
        "momentum": "obs_725873971d30d3325781492a",
        "repository_topics": "obs_83cab81b17134af59623739d",
        "integrations": "obs_af6f51792e6a5979b078c021",
        "integration_fingerprint": "obs_d4218cd90a7165a9dd6fb928",
        "deployment_models": "obs_5d3590efc74155a41f89a3d3",
        "extensibility": "obs_01c733afc6323b9ec9f6d217"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-07",
      "source_build_id": "rr-20260807T231253Z-6d311714ffe8"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": 10318,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "@voltagent/mcp-server@2.1.0",
      "last_release_at": "2026-08-03T13:42:12Z",
      "last_release_url": "https://github.com/VoltAgent/voltagent/releases/tag/%40voltagent/mcp-server%402.1.0",
      "maintenance_status": "active",
      "integration_fingerprint": "3b8de1f4354cde3f",
      "integration_count": 2,
      "integrations": [
        "Model Context Protocol",
        "OpenAI"
      ],
      "source_observed_at": "2026-08-08T10:17:54.011012Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_d19a89106c66d9ad7e2f27e2",
        "version": "obs_ab1eaa23461e74f36a91dc36",
        "last_release_at": "obs_3eba1d3e36a498eae398e72b",
        "last_release_url": "obs_39c793be8acb9b6698cf8c76",
        "pushed_at": "obs_29194e2242013bb5ef06c17c",
        "archived": "obs_1090c7970ec960d142204048",
        "default_branch": "obs_2c33ae05caadc7f6d6bdc687",
        "default_branch_updated_at": "obs_4f5303ebb095eeb0e86b070b",
        "maintenance_status": "obs_4ce44cfb99219d88211d9e76",
        "momentum": "obs_26a8f0f4043fa2f7761b7a81",
        "repository_topics": "obs_aea99780acb7c50ac72c96c1",
        "integrations": "obs_8ce5a0577ca05c57b6c153cc",
        "integration_fingerprint": "obs_28196f008a9ef1c72d565ea5",
        "deployment_models": "obs_a361fe43ced90e97f7926a53",
        "extensibility": "obs_4dab8545cd51e60c88cf1acf"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-08",
      "source_build_id": "rr-20260808T223146Z-3d11f0c1522d"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": 10322,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "@voltagent/mcp-server@2.1.0",
      "last_release_at": "2026-08-03T13:42:12Z",
      "last_release_url": "https://github.com/VoltAgent/voltagent/releases/tag/%40voltagent/mcp-server%402.1.0",
      "maintenance_status": "active",
      "integration_fingerprint": "3b8de1f4354cde3f",
      "integration_count": 2,
      "integrations": [
        "Model Context Protocol",
        "OpenAI"
      ],
      "source_observed_at": "2026-08-09T10:18:02.987681Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_f945c84bfae587fca8ed0ff0",
        "version": "obs_f8b3eea3ccd95532d446b1f1",
        "last_release_at": "obs_76af1cf6ade68c86008d87f6",
        "last_release_url": "obs_a43705dad1168383524bb826",
        "pushed_at": "obs_910851ce8f834f7de39a8569",
        "archived": "obs_999de3208c745287c197a6c3",
        "default_branch": "obs_bf9b1325ab18fb124d789ae5",
        "default_branch_updated_at": "obs_8c228c903de8cb3caa286293",
        "maintenance_status": "obs_fa0667f76833aab7ab82fddf",
        "momentum": "obs_fb0ac44462d5670861131fff",
        "repository_topics": "obs_5b486e68e893a528f4543fa7",
        "integrations": "obs_728c872dd7c3fa101ebabc38",
        "integration_fingerprint": "obs_164f1f4ef7e8571aaa1f341c",
        "deployment_models": "obs_8ab6e0fa074bb76a58d7902d",
        "extensibility": "obs_6df0744ff023e47ee792ec8a"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-09",
      "source_build_id": "rr-20260809T220237Z-2594996087b2"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": 10325,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "@voltagent/mcp-server@2.1.0",
      "last_release_at": "2026-08-03T13:42:12Z",
      "last_release_url": "https://github.com/VoltAgent/voltagent/releases/tag/%40voltagent/mcp-server%402.1.0",
      "maintenance_status": "active",
      "integration_fingerprint": "3b8de1f4354cde3f",
      "integration_count": 2,
      "integrations": [
        "Model Context Protocol",
        "OpenAI"
      ],
      "source_observed_at": "2026-08-10T10:18:02.453550Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_2ded097cadcb4837e8b08ba5",
        "version": "obs_a99693e49a22a1b3d9c61f03",
        "last_release_at": "obs_f928144788895f76427f89d3",
        "last_release_url": "obs_5ef44d83d21845ee1b850fa1",
        "pushed_at": "obs_b868f9fa2d2d2f2c58023e66",
        "archived": "obs_092ff268882c4c12d49c6681",
        "default_branch": "obs_ac9cf0d4aaf8ddad48445bc2",
        "default_branch_updated_at": "obs_1d20dfcf058b1e8e16961015",
        "maintenance_status": "obs_aa2c04df6476c2695c8ee888",
        "momentum": "obs_de16fed978eb2431d1ea1bf0",
        "repository_topics": "obs_8ae8e416d69c4c121bdca869",
        "integrations": "obs_74bf0235cbb7975197dc22fc",
        "integration_fingerprint": "obs_a15c1ced760d09709b09897a",
        "deployment_models": "obs_64b3c938048b4c9249405844",
        "extensibility": "obs_4e11ace86ab7794ebf0adc89"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-10",
      "source_build_id": "rr-20260810T221823Z-85f41114e190"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": 10332,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "@voltagent/mcp-server@2.1.0",
      "last_release_at": "2026-08-03T13:42:12Z",
      "last_release_url": "https://github.com/VoltAgent/voltagent/releases/tag/%40voltagent/mcp-server%402.1.0",
      "maintenance_status": "active",
      "integration_fingerprint": "3b8de1f4354cde3f",
      "integration_count": 2,
      "integrations": [
        "Model Context Protocol",
        "OpenAI"
      ],
      "source_observed_at": "2026-08-11T10:17:40.749121Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_0ac31b8b0ad914c1e09f7b22",
        "version": "obs_5c5fd0d8a83fd4ccc5d3846b",
        "last_release_at": "obs_77d36315752e93bc91c83338",
        "last_release_url": "obs_d2d3ecfb59ef62f414e0fdb6",
        "pushed_at": "obs_69985d9ba10149a29279d052",
        "archived": "obs_2719ef84c4b62ecfc94cefdd",
        "default_branch": "obs_a1c45e738f097ba0770200b1",
        "default_branch_updated_at": "obs_08a120e6827dc15c0c6c3a3c",
        "maintenance_status": "obs_d22400aff76b2e9128438a0f",
        "momentum": "obs_14cf965988d525d0bc61017a",
        "repository_topics": "obs_ea80ad064a7c79acd7d53794",
        "integrations": "obs_17f3d5a7504ee8e85adb50ee",
        "integration_fingerprint": "obs_aa46975fcb4a80b03aee64c8",
        "deployment_models": "obs_ce3eb4b79a73f5bef619fc21",
        "extensibility": "obs_8091b907389fb5e1dc00fe39"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-11",
      "source_build_id": "rr-20260811T221343Z-7d22d483b1e2"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": 10345,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "@voltagent/mcp-server@2.1.0",
      "last_release_at": "2026-08-03T13:42:12Z",
      "last_release_url": "https://github.com/VoltAgent/voltagent/releases/tag/%40voltagent/mcp-server%402.1.0",
      "maintenance_status": "active",
      "integration_fingerprint": "3b8de1f4354cde3f",
      "integration_count": 2,
      "integrations": [
        "Model Context Protocol",
        "OpenAI"
      ],
      "source_observed_at": "2026-08-12T17:38:47.185822Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_a62a233db095f8efa4a0da06",
        "version": "obs_3ee1f64ccb6c17f26fe7ceba",
        "last_release_at": "obs_41e58d666473796dadab7fc9",
        "last_release_url": "obs_b95a7152061233953ba84c55",
        "pushed_at": "obs_4cca19e1d7ab4fa77164ac1b",
        "archived": "obs_ae23b928fbf4fabafd2d62f5",
        "default_branch": "obs_5f232565eddeca7518a3ae6f",
        "default_branch_updated_at": "obs_317d6f44c2c02727466d73f9",
        "maintenance_status": "obs_0e9b5e3273dd2091eaa4eb0d",
        "momentum": "obs_c9172b9b2e80d1f6c849448b",
        "repository_topics": "obs_cb0752c29af67db0c2850f09",
        "integrations": "obs_fc4cdbc912bae43d18455e1c",
        "integration_fingerprint": "obs_f7469f799581406631a96b61",
        "deployment_models": "obs_737989d49934d72025ca3414",
        "extensibility": "obs_982714d228ce104a14f40ac0"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-12",
      "source_build_id": "rr-20260812T215932Z-35ee87c03ab1"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": 10348,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "@voltagent/mcp-server@2.1.0",
      "last_release_at": "2026-08-03T13:42:12Z",
      "last_release_url": "https://github.com/VoltAgent/voltagent/releases/tag/%40voltagent/mcp-server%402.1.0",
      "maintenance_status": "active",
      "integration_fingerprint": "3b8de1f4354cde3f",
      "integration_count": 2,
      "integrations": [
        "Model Context Protocol",
        "OpenAI"
      ],
      "source_observed_at": "2026-08-13T19:31:03.163686Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_636a13dd2c6322778ed5c43d",
        "version": "obs_259c2a7d7327cdea4d620ac8",
        "last_release_at": "obs_85bba0b72e6f9dbc33e00da8",
        "last_release_url": "obs_fa97539cb50ee282875c1ca5",
        "pushed_at": "obs_f320e673763d49abfdfdcf4f",
        "archived": "obs_b74dd14e1460f18618c9541c",
        "default_branch": "obs_b4744ceaec3317a7bc8a4fe9",
        "default_branch_updated_at": "obs_2179e170af7bb6d64ad4ec58",
        "maintenance_status": "obs_e99af0fac9d79c1711f5bf86",
        "momentum": "obs_58b8ec6f751691137b209735",
        "repository_topics": "obs_cef49f811a753419576c0d0a",
        "integrations": "obs_d1620188a74b5204ea5d1119",
        "integration_fingerprint": "obs_39c7fb79b5d56c907c9ebf29",
        "deployment_models": "obs_189dd2aa4771207a45e0e6af",
        "extensibility": "obs_01a040f9b417d71b4c9c18e6"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-13",
      "source_build_id": "rr-20260813T202015Z-badadd6c8c80"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": 10352,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "@voltagent/mcp-server@2.1.0",
      "last_release_at": "2026-08-03T13:42:12Z",
      "last_release_url": "https://github.com/VoltAgent/voltagent/releases/tag/%40voltagent/mcp-server%402.1.0",
      "maintenance_status": "active",
      "integration_fingerprint": "3b8de1f4354cde3f",
      "integration_count": 2,
      "integrations": [
        "Model Context Protocol",
        "OpenAI"
      ],
      "source_observed_at": "2026-08-14T12:38:50.215537Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_4117ffb67c4b838335b51041",
        "version": "obs_553cd228d42402f8d09680a4",
        "last_release_at": "obs_7505c202d93864ac227d1fc8",
        "last_release_url": "obs_719e7d9546ecf03bb5d50981",
        "pushed_at": "obs_fbea5639a37d34171e03c163",
        "archived": "obs_a79caf81f7bb30181ff13553",
        "default_branch": "obs_df63233229a0d735daca7dc6",
        "default_branch_updated_at": "obs_aff2e4b22bb41872d58a7476",
        "maintenance_status": "obs_0fc69a2335b3c2d853d0426f",
        "momentum": "obs_a1588397657ae24ccab1c01b",
        "repository_topics": "obs_1646a52a69dabb75f88acb65",
        "integrations": "obs_eaed7f7519d27c52e3afa708",
        "integration_fingerprint": "obs_ec4beac8fd79966892fc3c4f",
        "deployment_models": "obs_252340a65aa8e572cd59b596",
        "extensibility": "obs_26df39e9740610b0d3497821"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-14",
      "source_build_id": "rr-20260814T220128Z-2ba7ee9db405"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": 10352,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "@voltagent/mcp-server@2.1.0",
      "last_release_at": "2026-08-03T13:42:12Z",
      "last_release_url": "https://github.com/VoltAgent/voltagent/releases/tag/%40voltagent/mcp-server%402.1.0",
      "maintenance_status": "active",
      "integration_fingerprint": "3b8de1f4354cde3f",
      "integration_count": 2,
      "integrations": [
        "Model Context Protocol",
        "OpenAI"
      ],
      "source_observed_at": "2026-08-14T12:38:50.215537Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_4117ffb67c4b838335b51041",
        "version": "obs_553cd228d42402f8d09680a4",
        "last_release_at": "obs_7505c202d93864ac227d1fc8",
        "last_release_url": "obs_719e7d9546ecf03bb5d50981",
        "pushed_at": "obs_fbea5639a37d34171e03c163",
        "archived": "obs_a79caf81f7bb30181ff13553",
        "default_branch": "obs_df63233229a0d735daca7dc6",
        "default_branch_updated_at": "obs_aff2e4b22bb41872d58a7476",
        "maintenance_status": "obs_0fc69a2335b3c2d853d0426f",
        "momentum": "obs_a1588397657ae24ccab1c01b",
        "repository_topics": "obs_1646a52a69dabb75f88acb65",
        "integrations": "obs_eaed7f7519d27c52e3afa708",
        "integration_fingerprint": "obs_ec4beac8fd79966892fc3c4f",
        "deployment_models": "obs_252340a65aa8e572cd59b596",
        "extensibility": "obs_26df39e9740610b0d3497821"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-15",
      "source_build_id": "rr-20260815T002448Z-11a806e68583"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": 10367,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "@voltagent/mcp-server@2.1.0",
      "last_release_at": "2026-08-03T13:42:12Z",
      "last_release_url": "https://github.com/VoltAgent/voltagent/releases/tag/%40voltagent/mcp-server%402.1.0",
      "maintenance_status": "active",
      "integration_fingerprint": "3b8de1f4354cde3f",
      "integration_count": 2,
      "integrations": [
        "Model Context Protocol",
        "OpenAI"
      ],
      "source_observed_at": "2026-08-17T10:17:27.783425Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_bd0ccb4b4123c0fc1c8934f5",
        "version": "obs_fba043155b144802ed692b69",
        "last_release_at": "obs_a2fad01bb1f90366514bba48",
        "last_release_url": "obs_5a98a1cfcba108a58550d893",
        "pushed_at": "obs_b9ae6e93514fd46706a543c6",
        "archived": "obs_e2ea1afcf2e56e228f228140",
        "default_branch": "obs_da48f4737da31928b1fa77fa",
        "default_branch_updated_at": "obs_daf8a9feb1713f08d2d9e50a",
        "maintenance_status": "obs_8a07b7b9bd5b9b439832ac82",
        "momentum": "obs_5cc10a80ce11e28f423288c7",
        "repository_topics": "obs_7c958bfaf7aec1089dc20fe9",
        "integrations": "obs_26feb34010670c8b02a8ef04",
        "integration_fingerprint": "obs_b4e96c07f4d77ccb937bb59c",
        "deployment_models": "obs_25dbc7e71f043133386db6da",
        "extensibility": "obs_561018c1aa6c0434b4eb18d6"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-17",
      "source_build_id": "rr-20260817T220047Z-3eff82c28710"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": 10373,
      "momentum": 7.8,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "@voltagent/mcp-server@2.1.0",
      "last_release_at": "2026-08-03T13:42:12Z",
      "last_release_url": "https://github.com/VoltAgent/voltagent/releases/tag/%40voltagent/mcp-server%402.1.0",
      "maintenance_status": "active",
      "integration_fingerprint": "3b8de1f4354cde3f",
      "integration_count": 2,
      "integrations": [
        "Model Context Protocol",
        "OpenAI"
      ],
      "source_observed_at": "2026-08-18T10:17:33.699174Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_19c955bf1b359d888c91e40f",
        "version": "obs_49bb28df4b09a56684bac338",
        "last_release_at": "obs_5e8209ace9cd58269a0d0bd8",
        "last_release_url": "obs_6523e8985a20c6fa2644c2b8",
        "pushed_at": "obs_541dd7e98ab9e6737e40a810",
        "archived": "obs_b7f9035d99200b7b7a96d504",
        "default_branch": "obs_805c81fe38ed40bc318767ba",
        "default_branch_updated_at": "obs_465c23a9371274e511db551e",
        "maintenance_status": "obs_8e890e06ec404e3765513edf",
        "momentum": "obs_ca4f54992d43fe50d47a7a62",
        "repository_topics": "obs_cd41e52f1dfaeb5eb4eb1036",
        "integrations": "obs_aa9a1134fcf1ab16da895f42",
        "integration_fingerprint": "obs_6afd56a4ada67aeb037541fa",
        "deployment_models": "obs_8b0d531001da51528e37c14b",
        "extensibility": "obs_1e3980aff234421fe8ec06d9"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-18",
      "source_build_id": "rr-20260818T184400Z-a23ed8bfcd80"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": 10373,
      "momentum": 7.8,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "@voltagent/mcp-server@2.1.0",
      "last_release_at": "2026-08-03T13:42:12Z",
      "last_release_url": "https://github.com/VoltAgent/voltagent/releases/tag/%40voltagent/mcp-server%402.1.0",
      "maintenance_status": "active",
      "integration_fingerprint": "3b8de1f4354cde3f",
      "integration_count": 2,
      "integrations": [
        "Model Context Protocol",
        "OpenAI"
      ],
      "source_observed_at": "2026-08-18T10:17:33.699174Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_19c955bf1b359d888c91e40f",
        "version": "obs_49bb28df4b09a56684bac338",
        "last_release_at": "obs_5e8209ace9cd58269a0d0bd8",
        "last_release_url": "obs_6523e8985a20c6fa2644c2b8",
        "pushed_at": "obs_541dd7e98ab9e6737e40a810",
        "archived": "obs_b7f9035d99200b7b7a96d504",
        "default_branch": "obs_805c81fe38ed40bc318767ba",
        "default_branch_updated_at": "obs_465c23a9371274e511db551e",
        "maintenance_status": "obs_8e890e06ec404e3765513edf",
        "momentum": "obs_ca4f54992d43fe50d47a7a62",
        "repository_topics": "obs_cd41e52f1dfaeb5eb4eb1036",
        "integrations": "obs_aa9a1134fcf1ab16da895f42",
        "integration_fingerprint": "obs_6afd56a4ada67aeb037541fa",
        "deployment_models": "obs_8b0d531001da51528e37c14b",
        "extensibility": "obs_1e3980aff234421fe8ec06d9"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-19",
      "source_build_id": "rr-20260819T220056Z-f72101397689"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": 10373,
      "momentum": 7.8,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "@voltagent/mcp-server@2.1.0",
      "last_release_at": "2026-08-03T13:42:12Z",
      "last_release_url": "https://github.com/VoltAgent/voltagent/releases/tag/%40voltagent/mcp-server%402.1.0",
      "maintenance_status": "active",
      "integration_fingerprint": "3b8de1f4354cde3f",
      "integration_count": 2,
      "integrations": [
        "Model Context Protocol",
        "OpenAI"
      ],
      "source_observed_at": "2026-08-18T10:17:33.699174Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_19c955bf1b359d888c91e40f",
        "version": "obs_49bb28df4b09a56684bac338",
        "last_release_at": "obs_5e8209ace9cd58269a0d0bd8",
        "last_release_url": "obs_6523e8985a20c6fa2644c2b8",
        "pushed_at": "obs_541dd7e98ab9e6737e40a810",
        "archived": "obs_b7f9035d99200b7b7a96d504",
        "default_branch": "obs_805c81fe38ed40bc318767ba",
        "default_branch_updated_at": "obs_465c23a9371274e511db551e",
        "maintenance_status": "obs_8e890e06ec404e3765513edf",
        "momentum": "obs_ca4f54992d43fe50d47a7a62",
        "repository_topics": "obs_cd41e52f1dfaeb5eb4eb1036",
        "integrations": "obs_aa9a1134fcf1ab16da895f42",
        "integration_fingerprint": "obs_6afd56a4ada67aeb037541fa",
        "deployment_models": "obs_8b0d531001da51528e37c14b",
        "extensibility": "obs_1e3980aff234421fe8ec06d9"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-20",
      "source_build_id": "rr-20260820T220034Z-f18b1777e0a1"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": 10391,
      "momentum": 7.8,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "@voltagent/mcp-server@2.1.0",
      "last_release_at": "2026-08-03T13:42:12Z",
      "last_release_url": "https://github.com/VoltAgent/voltagent/releases/tag/%40voltagent/mcp-server%402.1.0",
      "maintenance_status": "active",
      "integration_fingerprint": "3b8de1f4354cde3f",
      "integration_count": 2,
      "integrations": [
        "Model Context Protocol",
        "OpenAI"
      ],
      "source_observed_at": "2026-08-21T10:18:14.478827Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_ccbf9d48ee9896c8645937c1",
        "version": "obs_653105e774703b1c6ff0ecc3",
        "last_release_at": "obs_e01bec55e403724464e442d6",
        "last_release_url": "obs_643d79d9a1da9ba98e3afc1c",
        "pushed_at": "obs_6445c9ab7058a90c97c58d31",
        "archived": "obs_6e95fcdad0cc890fade26677",
        "default_branch": "obs_9968974dbdc2efd5c93ed92f",
        "default_branch_updated_at": "obs_559a492d26e742875eb0e3d1",
        "maintenance_status": "obs_73a861ac04b01e46271565e8",
        "momentum": "obs_e3313cdb92fbea8af54c7b18",
        "repository_topics": "obs_b2ebb3b8351a4cc0e2d40393",
        "integrations": "obs_9d0700956c7df63ac01d9456",
        "integration_fingerprint": "obs_de71e1d13bdee63f2fa2b462",
        "deployment_models": "obs_445a5006e7ba0f938bdbaa7d",
        "extensibility": "obs_1ec03eb83338228f5b267bcb"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-21",
      "source_build_id": "rr-20260821T201849Z-8c0156d1129f"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": null,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-08-25",
      "source_build_id": "git-7a936f4ee51c"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": 10422,
      "momentum": 7.5,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "@voltagent/mcp-server@2.1.0",
      "last_release_at": "2026-08-03T13:42:12Z",
      "last_release_url": "https://github.com/VoltAgent/voltagent/releases/tag/%40voltagent/mcp-server%402.1.0",
      "maintenance_status": "active",
      "integration_fingerprint": "3b8de1f4354cde3f",
      "integration_count": 2,
      "integrations": [
        "Model Context Protocol",
        "OpenAI"
      ],
      "source_observed_at": "2026-08-26T18:12:12.074447Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_ad1043023dc99ae91d1c1778",
        "version": "obs_6d9e051948dfc229452800b1",
        "last_release_at": "obs_edc78fb9128b975247825dc4",
        "last_release_url": "obs_f51ddc05f1dbfb966c171141",
        "pushed_at": "obs_864a441f34df63ae201b07f0",
        "archived": "obs_46aa15ddfb8716cef5bce8ef",
        "default_branch": "obs_8ed9241d42911a663b963ddf",
        "default_branch_updated_at": "obs_25b8f29a272db61c5a68c026",
        "maintenance_status": "obs_a6441a044d292345446b00a9",
        "momentum": "obs_b45035ed35ef3a07d15f466f",
        "repository_topics": "obs_203886e35df1a4c13ee5385e",
        "integrations": "obs_a2c030eb64b992f2e512ae7f",
        "integration_fingerprint": "obs_24d50235af2e0a2fc02720f1",
        "deployment_models": "obs_2d9ff6dcc1db7bf1dc3a6888",
        "extensibility": "obs_b3e1a8e6b5cc056436d33c9b"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-26",
      "source_build_id": "rr-20260826T18121207444-67a1f35bc9eb"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": 10422,
      "momentum": 7.5,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "@voltagent/mcp-server@2.1.0",
      "last_release_at": "2026-08-03T13:42:12Z",
      "last_release_url": "https://github.com/VoltAgent/voltagent/releases/tag/%40voltagent/mcp-server%402.1.0",
      "maintenance_status": "active",
      "integration_fingerprint": "3b8de1f4354cde3f",
      "integration_count": 2,
      "integrations": [
        "Model Context Protocol",
        "OpenAI"
      ],
      "source_observed_at": "2026-08-26T18:12:12.074447Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_ad1043023dc99ae91d1c1778",
        "version": "obs_6d9e051948dfc229452800b1",
        "last_release_at": "obs_edc78fb9128b975247825dc4",
        "last_release_url": "obs_f51ddc05f1dbfb966c171141",
        "pushed_at": "obs_864a441f34df63ae201b07f0",
        "archived": "obs_46aa15ddfb8716cef5bce8ef",
        "default_branch": "obs_8ed9241d42911a663b963ddf",
        "default_branch_updated_at": "obs_25b8f29a272db61c5a68c026",
        "maintenance_status": "obs_a6441a044d292345446b00a9",
        "momentum": "obs_b45035ed35ef3a07d15f466f",
        "repository_topics": "obs_203886e35df1a4c13ee5385e",
        "integrations": "obs_a2c030eb64b992f2e512ae7f",
        "integration_fingerprint": "obs_24d50235af2e0a2fc02720f1",
        "deployment_models": "obs_2d9ff6dcc1db7bf1dc3a6888",
        "extensibility": "obs_b3e1a8e6b5cc056436d33c9b"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-28",
      "source_build_id": "rr-20260828T185043Z-e21672a963ed"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": 10422,
      "momentum": 7.5,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "@voltagent/mcp-server@2.1.0",
      "last_release_at": "2026-08-03T13:42:12Z",
      "last_release_url": "https://github.com/VoltAgent/voltagent/releases/tag/%40voltagent/mcp-server%402.1.0",
      "maintenance_status": "active",
      "integration_fingerprint": "3b8de1f4354cde3f",
      "integration_count": 2,
      "integrations": [
        "Model Context Protocol",
        "OpenAI"
      ],
      "source_observed_at": "2026-08-26T18:12:12.074447Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_ad1043023dc99ae91d1c1778",
        "version": "obs_6d9e051948dfc229452800b1",
        "last_release_at": "obs_edc78fb9128b975247825dc4",
        "last_release_url": "obs_f51ddc05f1dbfb966c171141",
        "pushed_at": "obs_864a441f34df63ae201b07f0",
        "archived": "obs_46aa15ddfb8716cef5bce8ef",
        "default_branch": "obs_8ed9241d42911a663b963ddf",
        "default_branch_updated_at": "obs_25b8f29a272db61c5a68c026",
        "maintenance_status": "obs_a6441a044d292345446b00a9",
        "momentum": "obs_b45035ed35ef3a07d15f466f",
        "repository_topics": "obs_203886e35df1a4c13ee5385e",
        "integrations": "obs_a2c030eb64b992f2e512ae7f",
        "integration_fingerprint": "obs_24d50235af2e0a2fc02720f1",
        "deployment_models": "obs_2d9ff6dcc1db7bf1dc3a6888",
        "extensibility": "obs_b3e1a8e6b5cc056436d33c9b"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-29",
      "source_build_id": "rr-20260829T220435Z-94d4f80e13bd"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": 10456,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "@voltagent/voltagent-memory@1.0.5",
      "last_release_at": "2026-08-27T15:42:47Z",
      "last_release_url": "https://github.com/VoltAgent/voltagent/releases/tag/%40voltagent/voltagent-memory%401.0.5",
      "maintenance_status": "active",
      "integration_fingerprint": "3b8de1f4354cde3f",
      "integration_count": 2,
      "integrations": [
        "Model Context Protocol",
        "OpenAI"
      ],
      "source_observed_at": "2026-08-30T11:11:30.055674Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_d8b12ac308bc57de506d3721",
        "version": "obs_2117a17fa7cdea710e7c865d",
        "last_release_at": "obs_e16e3101c8d3a3108262e3d6",
        "last_release_url": "obs_a1817bae82252120e8593e0d",
        "pushed_at": "obs_f49134a941e0c091869591a8",
        "archived": "obs_6dae9b4d143abce41b26309f",
        "default_branch": "obs_8424af949742b62192d70dd0",
        "default_branch_updated_at": "obs_d9ef97bf9043e7a5926dbafb",
        "maintenance_status": "obs_1947f978785dbc6c78770aa5",
        "momentum": "obs_b141ca6812aba209b720616b",
        "repository_topics": "obs_27d9f1afdcd7e22f656c3c7d",
        "integrations": "obs_7df27cbcd2595470e0c89edf",
        "integration_fingerprint": "obs_fafe73e9edd98c5950611aef",
        "deployment_models": "obs_dbd8a63a341454a67ec2960d",
        "extensibility": "obs_bf60f3c7c940efe30c9351f8"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-30",
      "source_build_id": "rr-20260830T180743Z-89b1c190a2fa"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": 10512,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "@voltagent/voltagent-memory@1.0.5",
      "last_release_at": "2026-08-27T15:42:47Z",
      "last_release_url": "https://github.com/VoltAgent/voltagent/releases/tag/%40voltagent/voltagent-memory%401.0.5",
      "maintenance_status": "active",
      "integration_fingerprint": "3b8de1f4354cde3f",
      "integration_count": 2,
      "integrations": [
        "Model Context Protocol",
        "OpenAI"
      ],
      "source_observed_at": "2026-09-01T19:29:45.039717Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_e97737688f70df29a7596bbc",
        "version": "obs_180ee01a19fe883a1a29b036",
        "last_release_at": "obs_498accd5025db2fb90fcae6a",
        "last_release_url": "obs_4b13e846c739a9117ae0c9ac",
        "pushed_at": "obs_5110840342b00a3575d90759",
        "archived": "obs_ab863c2276b298f9d12f7ef6",
        "default_branch": "obs_7278c1c5926263a96d99d7a9",
        "default_branch_updated_at": "obs_7d5bb6835af8d79aeb0b8175",
        "maintenance_status": "obs_8059b7392a230049a1db78f8",
        "momentum": "obs_9263e863b2f3da1facb492b5",
        "repository_topics": "obs_643ca4fe41bc25c7746a282d",
        "integrations": "obs_a550bd6d806967139d3263e9",
        "integration_fingerprint": "obs_02cc7649b7e9215bb2ce2362",
        "deployment_models": "obs_357f81a49c7d327411378c24",
        "extensibility": "obs_3ca136f0eda48063b4084b30"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-09-01",
      "source_build_id": "rr-20260901T19294503971-ea5b2cc0d063"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": 10512,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "@voltagent/voltagent-memory@1.0.5",
      "last_release_at": "2026-08-27T15:42:47Z",
      "last_release_url": "https://github.com/VoltAgent/voltagent/releases/tag/%40voltagent/voltagent-memory%401.0.5",
      "maintenance_status": "active",
      "integration_fingerprint": "3b8de1f4354cde3f",
      "integration_count": 2,
      "integrations": [
        "Model Context Protocol",
        "OpenAI"
      ],
      "source_observed_at": "2026-09-01T19:29:45.039717Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_e97737688f70df29a7596bbc",
        "version": "obs_180ee01a19fe883a1a29b036",
        "last_release_at": "obs_498accd5025db2fb90fcae6a",
        "last_release_url": "obs_4b13e846c739a9117ae0c9ac",
        "pushed_at": "obs_5110840342b00a3575d90759",
        "archived": "obs_ab863c2276b298f9d12f7ef6",
        "default_branch": "obs_7278c1c5926263a96d99d7a9",
        "default_branch_updated_at": "obs_7d5bb6835af8d79aeb0b8175",
        "maintenance_status": "obs_8059b7392a230049a1db78f8",
        "momentum": "obs_9263e863b2f3da1facb492b5",
        "repository_topics": "obs_643ca4fe41bc25c7746a282d",
        "integrations": "obs_a550bd6d806967139d3263e9",
        "integration_fingerprint": "obs_02cc7649b7e9215bb2ce2362",
        "deployment_models": "obs_357f81a49c7d327411378c24",
        "extensibility": "obs_3ca136f0eda48063b4084b30"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-09-02",
      "source_build_id": "rr-20260902T185057Z-fe67ecd27eb3"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": null,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-09-03",
      "source_build_id": "git-ce77ee524fc1"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": 10548,
      "momentum": 8.1,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "@voltagent/voltagent-memory@1.0.5",
      "last_release_at": "2026-08-27T15:42:47Z",
      "last_release_url": "https://github.com/VoltAgent/voltagent/releases/tag/%40voltagent/voltagent-memory%401.0.5",
      "maintenance_status": "active",
      "integration_fingerprint": "3b8de1f4354cde3f",
      "integration_count": 2,
      "integrations": [
        "Model Context Protocol",
        "OpenAI"
      ],
      "source_observed_at": "2026-09-04T19:00:49.017076Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_93b8338292e8e1e1f8e0f12b",
        "version": "obs_7d6271598f98ab893432298b",
        "last_release_at": "obs_ef79abf0dc4b04894f5c6e13",
        "last_release_url": "obs_84ec1f1812686f87ea910d2a",
        "pushed_at": "obs_bdee7473665708245eaa6969",
        "archived": "obs_71a662e5a13184e7d909cc23",
        "default_branch": "obs_040c12c8e2d283783d4a5d2c",
        "default_branch_updated_at": "obs_913455e55734a77ab163ecd8",
        "maintenance_status": "obs_a940c15e65c5b58446c5b853",
        "momentum": "obs_5f4f9465ab971dfd8d23fa7f",
        "repository_topics": "obs_8e1c9a1ec3a6bad19041c246",
        "integrations": "obs_8aa0b229c6f81059fab2bddd",
        "integration_fingerprint": "obs_df7f1aed45939a25a0f0ef4d",
        "deployment_models": "obs_4212466986bf47e5978827ea",
        "extensibility": "obs_8b1832461b86711a556c0445"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-09-04",
      "source_build_id": "rr-20260904T19004901707-f081cadc897c"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": 10548,
      "momentum": 8.1,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "@voltagent/voltagent-memory@1.0.5",
      "last_release_at": "2026-08-27T15:42:47Z",
      "last_release_url": "https://github.com/VoltAgent/voltagent/releases/tag/%40voltagent/voltagent-memory%401.0.5",
      "maintenance_status": "active",
      "integration_fingerprint": "3b8de1f4354cde3f",
      "integration_count": 2,
      "integrations": [
        "Model Context Protocol",
        "OpenAI"
      ],
      "source_observed_at": "2026-09-04T19:00:49.017076Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_93b8338292e8e1e1f8e0f12b",
        "version": "obs_7d6271598f98ab893432298b",
        "last_release_at": "obs_ef79abf0dc4b04894f5c6e13",
        "last_release_url": "obs_84ec1f1812686f87ea910d2a",
        "pushed_at": "obs_bdee7473665708245eaa6969",
        "archived": "obs_71a662e5a13184e7d909cc23",
        "default_branch": "obs_040c12c8e2d283783d4a5d2c",
        "default_branch_updated_at": "obs_913455e55734a77ab163ecd8",
        "maintenance_status": "obs_a940c15e65c5b58446c5b853",
        "momentum": "obs_5f4f9465ab971dfd8d23fa7f",
        "repository_topics": "obs_8e1c9a1ec3a6bad19041c246",
        "integrations": "obs_8aa0b229c6f81059fab2bddd",
        "integration_fingerprint": "obs_df7f1aed45939a25a0f0ef4d",
        "deployment_models": "obs_4212466986bf47e5978827ea",
        "extensibility": "obs_8b1832461b86711a556c0445"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-09-05",
      "source_build_id": "rr-20260905T041402Z-762fe1e71222"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": null,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-09-07",
      "source_build_id": "git-8f4ec4d2012f"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": 10568,
      "momentum": 7.5,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "@voltagent/voltagent-memory@1.0.5",
      "last_release_at": "2026-08-27T15:42:47Z",
      "last_release_url": "https://github.com/VoltAgent/voltagent/releases/tag/%40voltagent/voltagent-memory%401.0.5",
      "maintenance_status": "active",
      "integration_fingerprint": "3b8de1f4354cde3f",
      "integration_count": 2,
      "integrations": [
        "Model Context Protocol",
        "OpenAI"
      ],
      "source_observed_at": "2026-09-08T05:09:03.158117Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_2bc669ce0e5d76f1fc1a146e",
        "version": "obs_8ec4c5bb07c2d3f7f9c1b44b",
        "last_release_at": "obs_03d588ef4f7f5123d8e7967e",
        "last_release_url": "obs_b658869fb70c4bd46b508dcd",
        "pushed_at": "obs_c8628c3e6e3e3bcb9cceed14",
        "archived": "obs_9c528b4d5d436f0eb76fa972",
        "default_branch": "obs_c0bb5b059ceee52ddd92d13d",
        "default_branch_updated_at": "obs_2d860d25fc526070626e0c2f",
        "maintenance_status": "obs_9533df98438f95555a824498",
        "momentum": "obs_89363fa56858dea355154a1c",
        "repository_topics": "obs_532aac6d49faf56d26ac7be4",
        "integrations": "obs_b8f888279dd7af52a2f9258b",
        "integration_fingerprint": "obs_61b861aa87242fc603d8a0fe",
        "deployment_models": "obs_731a453eaa0c1c4202d48f04",
        "extensibility": "obs_bc8b66f1011e491b44a0339c"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-09-08",
      "source_build_id": "rr-20260908T05090315811-ae50806b8076"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": 10591,
      "momentum": 7.8,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "@voltagent/voltagent-memory@1.0.5",
      "last_release_at": "2026-08-27T15:42:47Z",
      "last_release_url": "https://github.com/VoltAgent/voltagent/releases/tag/%40voltagent/voltagent-memory%401.0.5",
      "maintenance_status": "active",
      "integration_fingerprint": "3b8de1f4354cde3f",
      "integration_count": 2,
      "integrations": [
        "Model Context Protocol",
        "OpenAI"
      ],
      "source_observed_at": "2026-09-11T09:31:02.897429Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_56936a43a2e2937c7809c7bc",
        "version": "obs_14cd275a17f21a6c20a173cf",
        "last_release_at": "obs_4c04d0ff087c9d5790d975f9",
        "last_release_url": "obs_8c420ab67be8c026361b6b40",
        "pushed_at": "obs_aecd868411393175ba43f3c1",
        "archived": "obs_7a18387765afaaa6fbb7d53c",
        "default_branch": "obs_81356b0e4a8414e6940175c7",
        "default_branch_updated_at": "obs_8d35e13605e469a936bca855",
        "maintenance_status": "obs_0add0b39942e73aea9f3fdcd",
        "momentum": "obs_35dd343fc7a9300ea0da6558",
        "repository_topics": "obs_724e4574acb57623830f7fcc",
        "integrations": "obs_de44f1fbc4578408aeaff4c1",
        "integration_fingerprint": "obs_c84f22f23004de831b7bc8a0",
        "deployment_models": "obs_25e48639371588abcc8be932",
        "extensibility": "obs_37fc08d3cb23feeab0759e41"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-09-11",
      "source_build_id": "rr-20260911T09310289742-ec7c440262a5"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": 10602,
      "momentum": 7.5,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "@voltagent/voltagent-memory@1.0.5",
      "last_release_at": "2026-08-27T15:42:47Z",
      "last_release_url": "https://github.com/VoltAgent/voltagent/releases/tag/%40voltagent/voltagent-memory%401.0.5",
      "maintenance_status": "active",
      "integration_fingerprint": "3b8de1f4354cde3f",
      "integration_count": 2,
      "integrations": [
        "Model Context Protocol",
        "OpenAI"
      ],
      "source_observed_at": "2026-09-12T17:04:32.267494Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_041732a5987dfe17e997c82f",
        "version": "obs_4de9dc1c24ea77c32bd4f243",
        "last_release_at": "obs_afbc0dbc6101e7241bcb8627",
        "last_release_url": "obs_4f4bc26b7a71de27e53c23c3",
        "pushed_at": "obs_4d3e85287def31e212fdf127",
        "archived": "obs_d355c221a66ae9e699633ae1",
        "default_branch": "obs_4fd9eaa2765e20068b75a2e1",
        "default_branch_updated_at": "obs_557b776bbe61914498d7fc94",
        "maintenance_status": "obs_1f02f3eb817fe2e733093936",
        "momentum": "obs_992d206a15753680349e7707",
        "repository_topics": "obs_a96a0119a2cad176daac416b",
        "integrations": "obs_404dc965d11cefceebedb821",
        "integration_fingerprint": "obs_e53f22c17200dbe48acf26b7",
        "deployment_models": "obs_99c22fcd18f51a9402adc74f",
        "extensibility": "obs_fcbc47c76f0612ea817172ce"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-09-12",
      "source_build_id": "rr-20260912T17043226749-4b7536538ed8"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": 10604,
      "momentum": 7.5,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "@voltagent/voltagent-memory@1.0.5",
      "last_release_at": "2026-08-27T15:42:47Z",
      "last_release_url": "https://github.com/VoltAgent/voltagent/releases/tag/%40voltagent/voltagent-memory%401.0.5",
      "maintenance_status": "active",
      "integration_fingerprint": "3b8de1f4354cde3f",
      "integration_count": 2,
      "integrations": [
        "Model Context Protocol",
        "OpenAI"
      ],
      "source_observed_at": "2026-09-13T05:04:21.529456Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_075e3261ffcdee18b4a9070a",
        "version": "obs_e50360e2bead56fb2ac3f29e",
        "last_release_at": "obs_9eca2e46b759235741c4b917",
        "last_release_url": "obs_a726f00f4f98f21f39e59eb8",
        "pushed_at": "obs_202d2a3eba28213c6619355a",
        "archived": "obs_2f69d7c8a5e374970e146b56",
        "default_branch": "obs_432feb9445809acb581b8db8",
        "default_branch_updated_at": "obs_aa96c1e35f374c8098c69faf",
        "maintenance_status": "obs_3b87cf5689ee49d812f14cd2",
        "momentum": "obs_aea610058fce5c3b24761b00",
        "repository_topics": "obs_425211cdb4bbe3fdb373af00",
        "integrations": "obs_863838203e2861b474f4997c",
        "integration_fingerprint": "obs_19d7b29afa3b5b4827346c63",
        "deployment_models": "obs_04aa54c2fb136e29342d6418",
        "extensibility": "obs_4cb3c37d825c53ca903c5ab2"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-09-13",
      "source_build_id": "rr-20260913T05042152945-c4476eca3a92"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": 10623,
      "momentum": 7.8,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "@voltagent/voltagent-memory@1.0.5",
      "last_release_at": "2026-08-27T15:42:47Z",
      "last_release_url": "https://github.com/VoltAgent/voltagent/releases/tag/%40voltagent/voltagent-memory%401.0.5",
      "maintenance_status": "active",
      "integration_fingerprint": "3b8de1f4354cde3f",
      "integration_count": 2,
      "integrations": [
        "Model Context Protocol",
        "OpenAI"
      ],
      "source_observed_at": "2026-09-15T11:46:09.382347Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_0f8dcb64779d3eacb0b95044",
        "version": "obs_08fcc88ed52d84e3aacc9c9f",
        "last_release_at": "obs_7165c786b04ed0c15cc01971",
        "last_release_url": "obs_5367b9aaeb006a10b4c757a3",
        "pushed_at": "obs_a94bc992610da5eae5355119",
        "archived": "obs_7fe05b9d018f4fb06a2274ef",
        "default_branch": "obs_568c860bfb1a01b6b8001be7",
        "default_branch_updated_at": "obs_9a0d196cd67622b75d7d1f5e",
        "maintenance_status": "obs_18e09790c71aceeb75c7ca64",
        "momentum": "obs_71e54f626902ecda33c4c00e",
        "repository_topics": "obs_000a52e9cc54d12c66e8c62c",
        "integrations": "obs_8f2e6934809160d14b1d3645",
        "integration_fingerprint": "obs_5dca852d57a30a5c98d4171c",
        "deployment_models": "obs_6e836307427f19bf8586804f",
        "extensibility": "obs_a0008c8257d88eaad8d44a20"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-09-15",
      "source_build_id": "rr-20260915T11460938234-02c299ab7cc9"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": 10636,
      "momentum": 7.5,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "@voltagent/voltagent-memory@1.0.5",
      "last_release_at": "2026-08-27T15:42:47Z",
      "last_release_url": "https://github.com/VoltAgent/voltagent/releases/tag/%40voltagent/voltagent-memory%401.0.5",
      "maintenance_status": "active",
      "integration_fingerprint": "3b8de1f4354cde3f",
      "integration_count": 2,
      "integrations": [
        "Model Context Protocol",
        "OpenAI"
      ],
      "source_observed_at": "2026-09-17T21:45:13.795340Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_2164221b471c0028c18a2f7e",
        "version": "obs_c80b885edbc3b07c30c7ffeb",
        "last_release_at": "obs_344d0c9ffed0396d87c6c556",
        "last_release_url": "obs_80f45c93bece0e6e69f3ad13",
        "pushed_at": "obs_448d488e4727a64b8496e259",
        "archived": "obs_484d2056bafbe33d220b0343",
        "default_branch": "obs_626bfc98186adee07973590f",
        "default_branch_updated_at": "obs_f1674b2d31c2cc051260633e",
        "maintenance_status": "obs_b46ed9967195eb4eb4a96544",
        "momentum": "obs_8db34c20243a7a80ddb31da0",
        "repository_topics": "obs_a8a0085e40f24f00aa127c4f",
        "integrations": "obs_2fdf4334a3c903f00b7b3115",
        "integration_fingerprint": "obs_920cd1d46fea5c459d583672",
        "deployment_models": "obs_b7ef71d46760d4903b009067",
        "extensibility": "obs_12cb104375adf86980912a40"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-09-17",
      "source_build_id": "rr-20260917T21451379534-357161f90fee"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": 10647,
      "momentum": 7.5,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "@voltagent/voltagent-memory@1.0.5",
      "last_release_at": "2026-08-27T15:42:47Z",
      "last_release_url": "https://github.com/VoltAgent/voltagent/releases/tag/%40voltagent/voltagent-memory%401.0.5",
      "maintenance_status": "active",
      "integration_fingerprint": "3b8de1f4354cde3f",
      "integration_count": 2,
      "integrations": [
        "Model Context Protocol",
        "OpenAI"
      ],
      "source_observed_at": "2026-09-19T17:06:40.081307Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_e41014cba2e0fa89578c9c91",
        "version": "obs_978a45a39bbc7e344788c023",
        "last_release_at": "obs_06b4af3f3dbc8430e055bbd6",
        "last_release_url": "obs_44eca175eb45e7f3b840b998",
        "pushed_at": "obs_373a1521818b33b8fc5dc76a",
        "archived": "obs_5ae4e600834d2195ce52e1e0",
        "default_branch": "obs_23e1d371c48d96eaebd3d183",
        "default_branch_updated_at": "obs_ad59ae786874bf8b93429ce3",
        "maintenance_status": "obs_14c02368a8eb57f2451c20d1",
        "momentum": "obs_633f3d4ff2ebdac9b42aaa4b",
        "repository_topics": "obs_7ba1cbdc667c7f15a86cce16",
        "integrations": "obs_528bf212e2f61851d8163ad7",
        "integration_fingerprint": "obs_16ed1c4859776ba33c795ad3",
        "deployment_models": "obs_9bb833e91156a9ad05153b3a",
        "extensibility": "obs_a8f9232ad3df5ffc2fd43100"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-09-19",
      "source_build_id": "rr-20260919T17064008130-eaaffbe378a2"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": 10649,
      "momentum": 7.8,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "@voltagent/voltagent-memory@1.0.5",
      "last_release_at": "2026-08-27T15:42:47Z",
      "last_release_url": "https://github.com/VoltAgent/voltagent/releases/tag/%40voltagent/voltagent-memory%401.0.5",
      "maintenance_status": "active",
      "integration_fingerprint": "3b8de1f4354cde3f",
      "integration_count": 2,
      "integrations": [
        "Model Context Protocol",
        "OpenAI"
      ],
      "source_observed_at": "2026-09-20T17:06:32.868873Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_1b90feea63ccc7ef674d1eaf",
        "version": "obs_87404cc826e09d6ebb4a468c",
        "last_release_at": "obs_61588132e9906011286bd33a",
        "last_release_url": "obs_eaaeb15661061df77399fcbf",
        "pushed_at": "obs_2517cb794901888096bec01c",
        "archived": "obs_fe9a1ed4275965565f9189e4",
        "default_branch": "obs_e983db726b947b5f7fe1a6b9",
        "default_branch_updated_at": "obs_825b668d038ef78e4ea66ba4",
        "maintenance_status": "obs_633b2f520fd01a08a2a2b01f",
        "momentum": "obs_2975fc7fdf8cb3778316be73",
        "repository_topics": "obs_0ac2521eff4f088a280da570",
        "integrations": "obs_aab463bccfce747280b69553",
        "integration_fingerprint": "obs_6aeb7b932f0f06a0d104fc56",
        "deployment_models": "obs_bb9bd0292b5cc29a28619dda",
        "extensibility": "obs_79c5502bda2858c69c16644c"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-09-20",
      "source_build_id": "rr-20260920T17063286887-6ef439c1d8d7"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": 10655,
      "momentum": 7.5,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "@voltagent/voltagent-memory@1.0.5",
      "last_release_at": "2026-08-27T15:42:47Z",
      "last_release_url": "https://github.com/VoltAgent/voltagent/releases/tag/%40voltagent/voltagent-memory%401.0.5",
      "maintenance_status": "active",
      "integration_fingerprint": "3b8de1f4354cde3f",
      "integration_count": 2,
      "integrations": [
        "Model Context Protocol",
        "OpenAI"
      ],
      "source_observed_at": "2026-09-21T23:47:16.337043Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_e5a24154e5a71c8245359f7a",
        "version": "obs_77c1060c7fb1509a16b5fe0a",
        "last_release_at": "obs_3bd3478c7624a15dff7340af",
        "last_release_url": "obs_d02df77756ab748d92139236",
        "pushed_at": "obs_210cd507e0d43f25d719316b",
        "archived": "obs_6874580e1ae676b2fd1d12f7",
        "default_branch": "obs_0968be672e9c3319286f7296",
        "default_branch_updated_at": "obs_775b26112127c35f76694985",
        "maintenance_status": "obs_2eef37a9dae39807ce71b3a2",
        "momentum": "obs_0855d54e6f340a73fc229a7a",
        "repository_topics": "obs_e3e05f8f30f231880824170d",
        "integrations": "obs_842f61a1482137c1e5ae6e80",
        "integration_fingerprint": "obs_3b4b898b0a793e9cb46d82e9",
        "deployment_models": "obs_bf3566c9591cdc0584f02a9c",
        "extensibility": "obs_e8cfa61dc1eb597e1dc391d6"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-09-21",
      "source_build_id": "rr-20260921T23471633704-3e244a728712"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": 10661,
      "momentum": 7.5,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "@voltagent/voltagent-memory@1.0.5",
      "last_release_at": "2026-08-27T15:42:47Z",
      "last_release_url": "https://github.com/VoltAgent/voltagent/releases/tag/%40voltagent/voltagent-memory%401.0.5",
      "maintenance_status": "active",
      "integration_fingerprint": "3b8de1f4354cde3f",
      "integration_count": 2,
      "integrations": [
        "Model Context Protocol",
        "OpenAI"
      ],
      "source_observed_at": "2026-09-22T17:06:39.688103Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_b10f49d6c9e27eb292f70ba6",
        "version": "obs_27b3fee79557209e5c9eb88b",
        "last_release_at": "obs_6a2a77bb6bc1077e7b383a45",
        "last_release_url": "obs_c97a58799304d8fe404e9c71",
        "pushed_at": "obs_fbe117851648cb3ce04d8dd5",
        "archived": "obs_b9fb3cb85f42e80d0d721696",
        "default_branch": "obs_bef6a1d5116526fac7f68996",
        "default_branch_updated_at": "obs_b1df7adee5ba1945279c0858",
        "maintenance_status": "obs_757f157c431425c4cc6c3c6c",
        "momentum": "obs_754a34f7ad5f31c2f462bfc9",
        "repository_topics": "obs_3b7827952aea63446352b8cb",
        "integrations": "obs_f223a8942367ff3630a5be42",
        "integration_fingerprint": "obs_e5388e11ea39091c2e2f6035",
        "deployment_models": "obs_1d6df1f750f25d85cb5996c6",
        "extensibility": "obs_326c0b6c86431a408edad13c"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-09-22",
      "source_build_id": "rr-20260922T17063968810-9fba741a0598"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": 10668,
      "momentum": 7.8,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "@voltagent/voltagent-memory@1.0.5",
      "last_release_at": "2026-08-27T15:42:47Z",
      "last_release_url": "https://github.com/VoltAgent/voltagent/releases/tag/%40voltagent/voltagent-memory%401.0.5",
      "maintenance_status": "active",
      "integration_fingerprint": "3b8de1f4354cde3f",
      "integration_count": 2,
      "integrations": [
        "Model Context Protocol",
        "OpenAI"
      ],
      "source_observed_at": "2026-09-23T19:48:29.703424Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_d9b88ea3b97cbe805b435930",
        "version": "obs_36272a1facdf5380b1d812d5",
        "last_release_at": "obs_d76b01a533dfbe91474f5704",
        "last_release_url": "obs_726d9ca61b54de20323252c2",
        "pushed_at": "obs_9e538c7d3f6e1db028bb21fb",
        "archived": "obs_145cb4cb3608f88a780c88b5",
        "default_branch": "obs_2a1f0f15ea38ba39c7b44ab7",
        "default_branch_updated_at": "obs_d551bbbd850ddf498bf02fe6",
        "maintenance_status": "obs_b26ba46b5ef8663548f28261",
        "momentum": "obs_7ca8cfb615d3e1fee59b2c9e",
        "repository_topics": "obs_8d5f2b25819685665c20b7d4",
        "integrations": "obs_1cd01b3bc6caff292f7cfaaa",
        "integration_fingerprint": "obs_55510221880941747cdbf26e",
        "deployment_models": "obs_5c1ad7539361c49b9212cff0",
        "extensibility": "obs_521ed23371453c21d7bafca5"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-09-23",
      "source_build_id": "rr-20260923T19482970342-e2b390ffd8e6"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": 10672,
      "momentum": 7.8,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "@voltagent/voltagent-memory@1.0.5",
      "last_release_at": "2026-08-27T15:42:47Z",
      "last_release_url": "https://github.com/VoltAgent/voltagent/releases/tag/%40voltagent/voltagent-memory%401.0.5",
      "maintenance_status": "active",
      "integration_fingerprint": "3b8de1f4354cde3f",
      "integration_count": 2,
      "integrations": [
        "Model Context Protocol",
        "OpenAI"
      ],
      "source_observed_at": "2026-09-24T21:49:16.463298Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_6fc6c893e4b27ec8badb8471",
        "version": "obs_f133254dda7364be5b50e118",
        "last_release_at": "obs_93402fadc1380db0afbc63b5",
        "last_release_url": "obs_9c8cc7c6c82a2c3b0dd69528",
        "pushed_at": "obs_0a3190cebf601053a12f0b4e",
        "archived": "obs_58a5096ad518d75c5cc25e73",
        "default_branch": "obs_f72b90684012a58515bc3b01",
        "default_branch_updated_at": "obs_f9bdf60d00b0aee68059d8b3",
        "maintenance_status": "obs_04e79424b247d435394e9561",
        "momentum": "obs_aa20f79bd561eab5d55325b0",
        "repository_topics": "obs_2f022e79827e947945f96d88",
        "integrations": "obs_fb308333ad9ad0a015ff2edd",
        "integration_fingerprint": "obs_86fa5794d115dc66266c88e3",
        "deployment_models": "obs_0119a58d86d8f3e7241dd030",
        "extensibility": "obs_ebb27805e10e2251c892b80a"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-09-24",
      "source_build_id": "rr-20260924T21491646329-69daaab637a7"
    },
    {
      "id": "gh:voltagent/voltagent",
      "score": 8.8,
      "popularity": 0.0,
      "stars": 10672,
      "momentum": 7.5,
      "score_components": {
        "usefulness": 8.8,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.8,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 8.8
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "@voltagent/voltagent-memory@1.0.5",
      "last_release_at": "2026-08-27T15:42:47Z",
      "last_release_url": "https://github.com/VoltAgent/voltagent/releases/tag/%40voltagent/voltagent-memory%401.0.5",
      "maintenance_status": "active",
      "integration_fingerprint": "3b8de1f4354cde3f",
      "integration_count": 2,
      "integrations": [
        "Model Context Protocol",
        "OpenAI"
      ],
      "source_observed_at": "2026-09-25T13:50:57.994663Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_b58267d0326cbba5fb35afbe",
        "version": "obs_9526f51add3f51417c7f33a4",
        "last_release_at": "obs_0349df1a229d2967066d3516",
        "last_release_url": "obs_332ad4102049a06c4df6e32e",
        "pushed_at": "obs_5d0e1547763a77cc9b9caf25",
        "archived": "obs_ff4d55b358bcda3d91e25b9c",
        "default_branch": "obs_31b6b0b740f44c414eab9839",
        "default_branch_updated_at": "obs_9d50ee20479a132580b57627",
        "maintenance_status": "obs_389202bfd2ddfd991edf4854",
        "momentum": "obs_6bf244cb62d8bda7a89f2b23",
        "repository_topics": "obs_1f4e1379f4e3cb98c7472228",
        "integrations": "obs_0799cf71cebb96d28bb566ca",
        "integration_fingerprint": "obs_f775b26bc6f73fd9ec237a0b",
        "deployment_models": "obs_c56569c4ebd52883a3ca0ed7",
        "extensibility": "obs_f28b5cb456eef7d4c03281b1"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-09-25",
      "source_build_id": "rr-20260925T13505799466-825d31ca5990"
    }
  ],
  "changes": [
    {
      "id": "evt_462d3bb66260a4b229e5",
      "entity_id": "gh:voltagent/voltagent",
      "item_url": "/item/voltagent-voltagent/",
      "title": "VoltAgent/voltagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-24T21:49:16.463298Z",
      "before": 10670,
      "after": 10672,
      "explanation": "Stars changed: 10670 → 10672.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 8.8,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "voltagent/voltagent voltagent open_source other gold none try_now ai developers technical founders model context protocol openai model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_7ae6143f4f5e5aad1226",
      "entity_id": "gh:voltagent/voltagent",
      "item_url": "/item/voltagent-voltagent/",
      "title": "VoltAgent/voltagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-24T05:09:18.096595Z",
      "before": 10668,
      "after": 10670,
      "explanation": "Stars changed: 10668 → 10670.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 8.8,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "voltagent/voltagent voltagent open_source other gold none try_now ai developers technical founders model context protocol openai model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_044e288cd2965e4cf43c",
      "entity_id": "gh:voltagent/voltagent",
      "item_url": "/item/voltagent-voltagent/",
      "title": "VoltAgent/voltagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-23T19:48:29.703424Z",
      "before": 10661,
      "after": 10668,
      "explanation": "Stars changed: 10661 → 10668.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 8.8,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "voltagent/voltagent voltagent open_source other gold none try_now ai developers technical founders model context protocol openai model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_f8a39612ccd662932b59",
      "entity_id": "gh:voltagent/voltagent",
      "item_url": "/item/voltagent-voltagent/",
      "title": "VoltAgent/voltagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-22T17:06:39.688103Z",
      "before": 10660,
      "after": 10661,
      "explanation": "Stars changed: 10660 → 10661.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 8.8,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "voltagent/voltagent voltagent open_source other gold none try_now ai developers technical founders model context protocol openai model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_9569f73a708208b75a3f",
      "entity_id": "gh:voltagent/voltagent",
      "item_url": "/item/voltagent-voltagent/",
      "title": "VoltAgent/voltagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-22T07:47:03.349413Z",
      "before": 10655,
      "after": 10660,
      "explanation": "Stars changed: 10655 → 10660.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 8.8,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "voltagent/voltagent voltagent open_source other gold none try_now ai developers technical founders model context protocol openai model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_e86ec4b2ad9a4404a90c",
      "entity_id": "gh:voltagent/voltagent",
      "item_url": "/item/voltagent-voltagent/",
      "title": "VoltAgent/voltagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-21T21:47:01.452749Z",
      "before": 10651,
      "after": 10655,
      "explanation": "Stars changed: 10651 → 10655.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 8.8,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "voltagent/voltagent voltagent open_source other gold none try_now ai developers technical founders model context protocol openai model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_2a9e65261d1bad825054",
      "entity_id": "gh:voltagent/voltagent",
      "item_url": "/item/voltagent-voltagent/",
      "title": "VoltAgent/voltagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-21T05:07:13.847315Z",
      "before": 10649,
      "after": 10651,
      "explanation": "Stars changed: 10649 → 10651.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 8.8,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "voltagent/voltagent voltagent open_source other gold none try_now ai developers technical founders model context protocol openai model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_947526b125c5e3ee9314",
      "entity_id": "gh:voltagent/voltagent",
      "item_url": "/item/voltagent-voltagent/",
      "title": "VoltAgent/voltagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-20T17:06:32.868873Z",
      "before": 10647,
      "after": 10649,
      "explanation": "Stars changed: 10647 → 10649.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 8.8,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "voltagent/voltagent voltagent open_source other gold none try_now ai developers technical founders model context protocol openai model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_a1abe5054e09408b0ca6",
      "entity_id": "gh:voltagent/voltagent",
      "item_url": "/item/voltagent-voltagent/",
      "title": "VoltAgent/voltagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-19T17:06:40.081307Z",
      "before": 10645,
      "after": 10647,
      "explanation": "Stars changed: 10645 → 10647.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 8.8,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "voltagent/voltagent voltagent open_source other gold none try_now ai developers technical founders model context protocol openai model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_b30c4f4370337c746839",
      "entity_id": "gh:voltagent/voltagent",
      "item_url": "/item/voltagent-voltagent/",
      "title": "VoltAgent/voltagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-19T07:48:56.009844Z",
      "before": 10636,
      "after": 10645,
      "explanation": "Stars changed: 10636 → 10645.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 8.8,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "voltagent/voltagent voltagent open_source other gold none try_now ai developers technical founders model context protocol openai model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_61e0fa9fdb93d50cd288",
      "entity_id": "gh:voltagent/voltagent",
      "item_url": "/item/voltagent-voltagent/",
      "title": "VoltAgent/voltagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-17T21:45:13.795340Z",
      "before": 10635,
      "after": 10636,
      "explanation": "Stars changed: 10635 → 10636.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 8.8,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "voltagent/voltagent voltagent open_source other gold none try_now ai developers technical founders model context protocol openai model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_6ddf2ec47fe7c32c1255",
      "entity_id": "gh:voltagent/voltagent",
      "item_url": "/item/voltagent-voltagent/",
      "title": "VoltAgent/voltagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-17T11:46:10.011992Z",
      "before": 10623,
      "after": 10635,
      "explanation": "Stars changed: 10623 → 10635.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 8.8,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "voltagent/voltagent voltagent open_source other gold none try_now ai developers technical founders model context protocol openai model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_bbfae8635177c9c5ecac",
      "entity_id": "gh:voltagent/voltagent",
      "item_url": "/item/voltagent-voltagent/",
      "title": "VoltAgent/voltagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-15T11:46:09.382347Z",
      "before": 10604,
      "after": 10623,
      "explanation": "Stars changed: 10604 → 10623.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 8.8,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "voltagent/voltagent voltagent open_source other gold none try_now ai developers technical founders model context protocol openai model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_c4c990e1e8f0c5062698",
      "entity_id": "gh:voltagent/voltagent",
      "item_url": "/item/voltagent-voltagent/",
      "title": "VoltAgent/voltagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-13T05:04:21.529456Z",
      "before": 10602,
      "after": 10604,
      "explanation": "Stars changed: 10602 → 10604.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 8.8,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "voltagent/voltagent voltagent open_source other gold none try_now ai developers technical founders model context protocol openai model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_dd2202f1751e47e0f67e",
      "entity_id": "gh:voltagent/voltagent",
      "item_url": "/item/voltagent-voltagent/",
      "title": "VoltAgent/voltagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-12T17:04:32.267494Z",
      "before": 10599,
      "after": 10602,
      "explanation": "Stars changed: 10599 → 10602.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 8.8,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "voltagent/voltagent voltagent open_source other gold none try_now ai developers technical founders model context protocol openai model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_48eec5d6a6006d192230",
      "entity_id": "gh:voltagent/voltagent",
      "item_url": "/item/voltagent-voltagent/",
      "title": "VoltAgent/voltagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-12T11:11:34.373380Z",
      "before": 10591,
      "after": 10599,
      "explanation": "Stars changed: 10591 → 10599.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 8.8,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "voltagent/voltagent voltagent open_source other gold none try_now ai developers technical founders model context protocol openai model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_3dd24b10a98e70f56d4c",
      "entity_id": "gh:voltagent/voltagent",
      "item_url": "/item/voltagent-voltagent/",
      "title": "VoltAgent/voltagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-11T09:31:02.897429Z",
      "before": 10568,
      "after": 10591,
      "explanation": "Stars changed: 10568 → 10591.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 8.8,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "voltagent/voltagent voltagent open_source other gold none try_now ai developers technical founders model context protocol openai model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_76f68e05221da83a655a",
      "entity_id": "gh:voltagent/voltagent",
      "item_url": "/item/voltagent-voltagent/",
      "title": "VoltAgent/voltagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-01T19:29:45.039717Z",
      "before": 10509,
      "after": 10512,
      "explanation": "Stars changed: 10509 → 10512.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 8.8,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "voltagent/voltagent voltagent open_source other gold none try_now ai developers technical founders model context protocol openai model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_7cec7cfb15d6b955f7da",
      "entity_id": "gh:voltagent/voltagent",
      "item_url": "/item/voltagent-voltagent/",
      "title": "VoltAgent/voltagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-01T14:56:19.711844Z",
      "before": 10506,
      "after": 10509,
      "explanation": "Stars changed: 10506 → 10509.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 8.8,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "voltagent/voltagent voltagent open_source other gold none try_now ai developers technical founders model context protocol openai model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_07e34f1d2418fd65d902",
      "entity_id": "gh:voltagent/voltagent",
      "item_url": "/item/voltagent-voltagent/",
      "title": "VoltAgent/voltagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-01T10:18:32.140826Z",
      "before": 10456,
      "after": 10506,
      "explanation": "Stars changed: 10456 → 10506.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 8.8,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "voltagent/voltagent voltagent open_source other gold none try_now ai developers technical founders model context protocol openai model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_28317129b496ae7f2ba4",
      "entity_id": "gh:voltagent/voltagent",
      "item_url": "/item/voltagent-voltagent/",
      "title": "VoltAgent/voltagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-30T11:11:30.055674Z",
      "before": 10422,
      "after": 10456,
      "explanation": "Stars changed: 10422 → 10456.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 8.8,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "voltagent/voltagent voltagent open_source other gold none try_now ai developers technical founders model context protocol openai model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_2461ac8f7fb163f1d1b2",
      "entity_id": "gh:voltagent/voltagent",
      "item_url": "/item/voltagent-voltagent/",
      "title": "VoltAgent/voltagent",
      "category": "other",
      "kind": "version_changed",
      "occurred_at": "2026-08-30T11:11:30.055674Z",
      "before": "@voltagent/mcp-server@2.1.0",
      "after": "@voltagent/voltagent-memory@1.0.5",
      "explanation": "Version changed: @voltagent/mcp-server@2.1.0 → @voltagent/voltagent-memory@1.0.5.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 8.8,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "voltagent/voltagent voltagent open_source other gold none try_now ai developers technical founders model context protocol openai model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_76d9d539857be75a3c1d",
      "entity_id": "gh:voltagent/voltagent",
      "item_url": "/item/voltagent-voltagent/",
      "title": "VoltAgent/voltagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-26T18:12:12.074447Z",
      "before": 10421,
      "after": 10422,
      "explanation": "Stars changed: 10421 → 10422.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 8.8,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "voltagent/voltagent voltagent open_source other gold none try_now ai developers technical founders model context protocol openai model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_d1296e83791267e08f1a",
      "entity_id": "gh:voltagent/voltagent",
      "item_url": "/item/voltagent-voltagent/",
      "title": "VoltAgent/voltagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-26T16:12:17.647329Z",
      "before": 10420,
      "after": 10421,
      "explanation": "Stars changed: 10420 → 10421.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 8.8,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "voltagent/voltagent voltagent open_source other gold none try_now ai developers technical founders model context protocol openai model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_ce77996f8546c3bc98a3",
      "entity_id": "gh:voltagent/voltagent",
      "item_url": "/item/voltagent-voltagent/",
      "title": "VoltAgent/voltagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-26T14:10:52.641197Z",
      "before": 10420,
      "after": 10419,
      "explanation": "Stars changed: 10420 → 10419.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 8.8,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "voltagent/voltagent voltagent open_source other gold none try_now ai developers technical founders model context protocol openai model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_532e950d8e836f1876a0",
      "entity_id": "gh:voltagent/voltagent",
      "item_url": "/item/voltagent-voltagent/",
      "title": "VoltAgent/voltagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-26T06:10:20.542771Z",
      "before": 10419,
      "after": 10420,
      "explanation": "Stars changed: 10419 → 10420.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 8.8,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "voltagent/voltagent voltagent open_source other gold none try_now ai developers technical founders model context protocol openai model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_5b202666dad634ef1952",
      "entity_id": "gh:voltagent/voltagent",
      "item_url": "/item/voltagent-voltagent/",
      "title": "VoltAgent/voltagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-21T10:18:14.478827Z",
      "before": 10373,
      "after": 10391,
      "explanation": "Stars changed: 10373 → 10391.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 8.8,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "voltagent/voltagent voltagent open_source other gold none try_now ai developers technical founders model context protocol openai model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_941c396033310d58960a",
      "entity_id": "gh:voltagent/voltagent",
      "item_url": "/item/voltagent-voltagent/",
      "title": "VoltAgent/voltagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-18T10:17:33.699174Z",
      "before": 10367,
      "after": 10373,
      "explanation": "Stars changed: 10367 → 10373.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 8.8,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "voltagent/voltagent voltagent open_source other gold none try_now ai developers technical founders model context protocol openai model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_308570a490441a829922",
      "entity_id": "gh:voltagent/voltagent",
      "item_url": "/item/voltagent-voltagent/",
      "title": "VoltAgent/voltagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-17T10:17:27.783425Z",
      "before": 10352,
      "after": 10367,
      "explanation": "Stars changed: 10352 → 10367.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 8.8,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "voltagent/voltagent voltagent open_source other gold none try_now ai developers technical founders model context protocol openai model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_1526a13f1591f0d2c823",
      "entity_id": "gh:voltagent/voltagent",
      "item_url": "/item/voltagent-voltagent/",
      "title": "VoltAgent/voltagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-14T12:38:50.215537Z",
      "before": 10348,
      "after": 10352,
      "explanation": "Stars changed: 10348 → 10352.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 8.8,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "voltagent/voltagent voltagent open_source other gold none try_now ai developers technical founders model context protocol openai model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_562ee6653c4a467a4a91",
      "entity_id": "gh:voltagent/voltagent",
      "item_url": "/item/voltagent-voltagent/",
      "title": "VoltAgent/voltagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-13T19:31:03.163686Z",
      "before": 10345,
      "after": 10348,
      "explanation": "Stars changed: 10345 → 10348.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 8.8,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "voltagent/voltagent voltagent open_source other gold none try_now ai developers technical founders model context protocol openai model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_30938a27af1090999d6a",
      "entity_id": "gh:voltagent/voltagent",
      "item_url": "/item/voltagent-voltagent/",
      "title": "VoltAgent/voltagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-12T17:38:47.185822Z",
      "before": 10332,
      "after": 10345,
      "explanation": "Stars changed: 10332 → 10345.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 8.8,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "voltagent/voltagent voltagent open_source other gold none try_now ai developers technical founders model context protocol openai model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_f7c876dff71b7f05dfbd",
      "entity_id": "gh:voltagent/voltagent",
      "item_url": "/item/voltagent-voltagent/",
      "title": "VoltAgent/voltagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-11T10:17:40.749121Z",
      "before": 10325,
      "after": 10332,
      "explanation": "Stars changed: 10325 → 10332.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 8.8,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "voltagent/voltagent voltagent open_source other gold none try_now ai developers technical founders model context protocol openai model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_763283dafdaf8d4f4547",
      "entity_id": "gh:voltagent/voltagent",
      "item_url": "/item/voltagent-voltagent/",
      "title": "VoltAgent/voltagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-10T10:18:02.453550Z",
      "before": 10322,
      "after": 10325,
      "explanation": "Stars changed: 10322 → 10325.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 8.8,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "voltagent/voltagent voltagent open_source other gold none try_now ai developers technical founders model context protocol openai model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_a1e0d78e288577c0bbbb",
      "entity_id": "gh:voltagent/voltagent",
      "item_url": "/item/voltagent-voltagent/",
      "title": "VoltAgent/voltagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-09T10:18:02.987681Z",
      "before": 10318,
      "after": 10322,
      "explanation": "Stars changed: 10318 → 10322.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 8.8,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "voltagent/voltagent voltagent open_source other gold none try_now ai developers technical founders model context protocol openai model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_334939039595aa120e9b",
      "entity_id": "gh:voltagent/voltagent",
      "item_url": "/item/voltagent-voltagent/",
      "title": "VoltAgent/voltagent",
      "category": "other",
      "kind": "version_changed",
      "occurred_at": "2026-08-08T10:17:54.011012Z",
      "before": "@voltagent/core@2.9.0",
      "after": "@voltagent/mcp-server@2.1.0",
      "explanation": "Version changed: @voltagent/core@2.9.0 → @voltagent/mcp-server@2.1.0.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 8.8,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "voltagent/voltagent voltagent open_source other gold none try_now ai developers technical founders model context protocol openai model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_0534be7f376c39bcca8a",
      "entity_id": "gh:voltagent/voltagent",
      "item_url": "/item/voltagent-voltagent/",
      "title": "VoltAgent/voltagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-08T10:17:54.011012Z",
      "before": 10264,
      "after": 10318,
      "explanation": "Stars changed: 10264 → 10318.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 8.8,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "voltagent/voltagent voltagent open_source other gold none try_now ai developers technical founders model context protocol openai model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_2873d35b76c5fd2606ee",
      "entity_id": "gh:voltagent/voltagent",
      "item_url": "/item/voltagent-voltagent/",
      "title": "VoltAgent/voltagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-03T10:18:05.351909Z",
      "before": 10248,
      "after": 10264,
      "explanation": "Stars changed: 10248 → 10264.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 8.8,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "voltagent/voltagent voltagent open_source other gold none try_now ai developers technical founders model context protocol openai model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_fc96cc755dc9b2990dbe",
      "entity_id": "gh:voltagent/voltagent",
      "item_url": "/item/voltagent-voltagent/",
      "title": "VoltAgent/voltagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-02T10:17:50.427312Z",
      "before": 10245,
      "after": 10248,
      "explanation": "Stars changed: 10245 → 10248.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 8.8,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "voltagent/voltagent voltagent open_source other gold none try_now ai developers technical founders model context protocol openai model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_6ad931be4a104d105a60",
      "entity_id": "gh:voltagent/voltagent",
      "item_url": "/item/voltagent-voltagent/",
      "title": "VoltAgent/voltagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-01T10:17:36.135498Z",
      "before": 10240,
      "after": 10245,
      "explanation": "Source-observed stars changed: 10240 → 10245. This reports the retained observation delta and does not infer why the upstream change occurred.",
      "explanation_scope": "source_observation_delta",
      "evidence_refs": {
        "after_observation_id": "obs_3b7c365a3fb3445a1044306e",
        "after_observed_at": "2026-08-01T10:17:36.135498Z",
        "after_source_path": "repository.stargazerCount",
        "before_observation_id": "obs_2668203927ae78ca8351373a",
        "before_observed_at": "2026-08-01T00:55:12.768643Z",
        "before_source_path": "repository.stargazerCount",
        "entity_source_url": "https://github.com/VoltAgent/voltagent",
        "extractor_version": "github-observer-v2",
        "field": "stars",
        "source_url": "https://api.github.com/graphql"
      },
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 8.8,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "voltagent/voltagent voltagent open_source other gold none try_now ai developers technical founders model context protocol openai model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_63fe2151ac7e0f9cfa60",
      "entity_id": "gh:voltagent/voltagent",
      "item_url": "/item/voltagent-voltagent/",
      "title": "VoltAgent/voltagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-07-29T10:17:05.832710Z",
      "before": 10210,
      "after": 10218,
      "explanation": "Stars changed: 10210 → 10218.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 8.8,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "voltagent/voltagent voltagent open_source other gold none try_now ai developers technical founders model context protocol openai model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_5881603ae9abd15819ed",
      "entity_id": "gh:voltagent/voltagent",
      "item_url": "/item/voltagent-voltagent/",
      "title": "VoltAgent/voltagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-07-28T10:17:34.274766Z",
      "before": 10207,
      "after": 10210,
      "explanation": "Source-observed stars changed: 10207 → 10210. This reports the retained observation delta and does not infer why the upstream change occurred.",
      "explanation_scope": "source_observation_delta",
      "evidence_refs": {
        "after_observation_id": "obs_c2889f8e84caf2ae78efc841",
        "after_observed_at": "2026-07-28T10:17:34.274766Z",
        "after_source_path": "repository.stargazerCount",
        "before_observation_id": "obs_bea4d91a9445e3100c36fd21",
        "before_observed_at": "2026-07-28T07:11:06.213377Z",
        "before_source_path": "repository.stargazerCount",
        "entity_source_url": "https://github.com/VoltAgent/voltagent",
        "extractor_version": "github-observer-v2",
        "field": "stars",
        "source_url": "https://api.github.com/graphql"
      },
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 8.8,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "voltagent/voltagent voltagent open_source other gold none try_now ai developers technical founders model context protocol openai model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_a193da51838adea76b54",
      "entity_id": "gh:voltagent/voltagent",
      "item_url": "/item/voltagent-voltagent/",
      "title": "VoltAgent/voltagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-07-28T07:11:06.213377Z",
      "before": 10074,
      "after": 10207,
      "explanation": "Stars changed: 10074 → 10207.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 8.8,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "voltagent/voltagent voltagent open_source other gold none try_now ai developers technical founders model context protocol openai model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_194fbab3a32bcb5ecd62",
      "entity_id": "gh:voltagent/voltagent",
      "item_url": "/item/voltagent-voltagent/",
      "title": "VoltAgent/voltagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-07-17T12:02:57.061641Z",
      "before": 10073,
      "after": 10074,
      "explanation": "Source-observed stars changed: 10073 → 10074. This reports the retained observation delta and does not infer why the upstream change occurred.",
      "explanation_scope": "source_observation_delta",
      "evidence_refs": {
        "after_observation_id": "obs_8a0fdb09ca0a508fd8c60b9e",
        "after_observed_at": "2026-07-17T12:02:57.061641Z",
        "after_source_path": "repository.stargazerCount",
        "before_observation_id": "obs_25875b9b53dc42853bc67f7f",
        "before_observed_at": "2026-07-17T10:40:43.045032Z",
        "before_source_path": "repository.stargazerCount",
        "entity_source_url": "https://github.com/VoltAgent/voltagent",
        "extractor_version": "github-observer-v2",
        "field": "stars",
        "source_url": "https://api.github.com/graphql"
      },
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 8.8,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "voltagent/voltagent voltagent open_source other gold none try_now ai developers technical founders model context protocol openai model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_6d5710c911c69ae6817a",
      "entity_id": "gh:voltagent/voltagent",
      "item_url": "/item/voltagent-voltagent/",
      "title": "VoltAgent/voltagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-07-17T10:17:28.381918Z",
      "before": 10072,
      "after": 10073,
      "explanation": "Source-observed stars changed: 10072 → 10073. This reports the retained observation delta and does not infer why the upstream change occurred.",
      "explanation_scope": "source_observation_delta",
      "evidence_refs": {
        "after_observation_id": "obs_6b1518c9e243a6bd828aba77",
        "after_observed_at": "2026-07-17T10:17:28.381918Z",
        "after_source_path": "repository.stargazerCount",
        "before_observation_id": "obs_90f553f7efed23b36bc5c80a",
        "before_observed_at": "2026-07-17T09:45:55.725732Z",
        "before_source_path": "repository.stargazerCount",
        "entity_source_url": "https://github.com/VoltAgent/voltagent",
        "extractor_version": "github-observer-v2",
        "field": "stars",
        "source_url": "https://api.github.com/graphql"
      },
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 8.8,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "voltagent/voltagent voltagent open_source other gold none try_now ai developers technical founders model context protocol openai model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_e89cc179aac0becf744b",
      "entity_id": "gh:voltagent/voltagent",
      "item_url": "/item/voltagent-voltagent/",
      "title": "VoltAgent/voltagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-07-17T09:45:55.725732Z",
      "before": 10036,
      "after": 10072,
      "explanation": "Stars changed: 10036 → 10072.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "try_now",
      "score": 8.8,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 8.8,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "voltagent/voltagent voltagent open_source other gold none try_now ai developers technical founders model context protocol openai model context protocol",
      "material_mover": false
    }
  ]
}