Item detail
github.com

pan-chera/multi-agent-cad

pan-chera/multi-agent-cad is a framework that RepoRadar is tracking in its Developer Tools section, currently rated Silver tier with a 'try now' verdict. Its strongest signal is open-source/build quality, scored 8.4 out of 10.

Score5.7
Popularity0.0
Risknone
TierSilver
Score breakdown
Usefulness6.1
Novelty4.1
Momentum3.5
Maturity4.3
Open-source/build8.4
Evidence7.2
Workflow potential7.2
Setup ease6.0

Popularity is tracked separately. Support, ads, sponsorships, and tips never affect these signals.

Why it matters

Tests narrow text-to-CAD to a measurable benchmark instead of open-ended generation, and the multi-agent split lets each stage be tuned independently. STEP output is directly usable in build123d, CadQuery, OpenCascade, and 3D-printing slicers.

Where this stands now

pan-chera/multi-agent-cad ranks #237 of 1042 tracked Developer Tools items by composite score (5.7 against a section median of 4.9). The section currently carries 811 Bronze, 127 Silver, 103 Gold, 1 Low Signal. RepoRadar has retained observations for this record since 2026-08-04 (55 days in the current window). Signal extremes versus the section: novelty at the 77th percentile.

Who should use it

Software developers Engineering teams

Who should skip it

Consider pan-chera/multi-agent-cad lower priority if you already have a working solution in this category.

About this signal

pan-chera/multi-agent-cad is tracked by RepoRadar as a framework in the Developer Tools section. First seen 2026-08-04; the source record was last checked on 2026-08-21. The current verdict is 'try now' with a Silver tier and moderate setup difficulty. pan-chera/multi-agent-cad leads on open-source/build quality (8.4) and evidence quality (7.2); its lowest signal is momentum (3.5), so factor that in before investing setup time. This page summarizes the evidence RepoRadar captured from https://github.com/Pan-Chera/Multi-Agent-CAD.

How this item is evaluated

The pan-chera/multi-agent-cad record combines a 5.7/10 composite score with separate popularity (0.0), risk (none), and setup (moderate) signals. See the scoring methodology for the current weights and evidence definitions.

Questions worth asking before you adopt this

Putting this into practice? Read How to vet an AI agent or MCP server before you wire it in for the checklist behind this score.

Risk explanation

Generates and executes Python CAD code locally (build123d/cadpy). The Autonomous Skill Loop may iterate autonomously until a gate is met; caution: not_hands_on_tested; caution: new_or_experimental; caution: self_reported_benchmarks.

Evidence links
Closest alternatives / related signals
text-to-cad multi-agent langgraph build123d step 3d-modeling qwen scout-staged
Verification record

What RepoRadar actually verified

Discovered

Automated discovery and source capture. Last checked 2026-09-28T13:47:34.707135Z.

No editorial or hands-on review is claimed. This record remains at Discovered.

Verification sources

Longitudinal intelligence

How this decision record is moving

Raw history JSON →

28 dated snapshots retained from 2026-08-21 through 2026-09-28; see the snapshot index for explicit coverage gaps. Stars, version, release, pricing, integration, risk, maintenance, verdict, score, and momentum fields remain explicit even when a source has not reported them. Repository momentum is a normalized 0–10 RepoRadar signal; GitHub stars appear only where the popularity monitor retained exact timestamped observations.

RepoRadar score5.7 current · +0.0 net
Repository momentum9.3 current · +5.8 net
GitHub stars (observed)1,008 current · +105 net
GitHub stars1,008 exact observation
Versionv1.0.0
Last release2026-09-24T12:18:22Z
MaintenanceActive
Current riskNone
Current verdictTry now
Pricing baselineNo structured commercial pricing baseline
Pricing checkedNot applicable or not recorded
Pricing freshnessNo dated commercial pricing review
Integrations baselineNo structured integrations recorded

Recent dated points

DateScoreMomentumStarsRiskVerdictMaintenance
2026-09-285.79.31,008NoneTry nowActive
2026-09-275.79.01,005NoneTry nowActive
2026-09-265.79.31,005NoneTry nowActive
2026-09-255.79.01,004NoneTry nowActive
2026-09-245.79.31,004NoneTry nowActive
2026-09-235.77.81,002NoneTry nowActive
2026-09-225.79.0998NoneTry nowActive
2026-09-215.79.0996NoneTry nowActive
2026-09-205.79.3995NoneTry nowActive
2026-09-195.79.0993NoneTry nowActive
2026-09-175.79.0983NoneTry nowActive
2026-09-155.75.8947NoneTry nowmaintained

Why the record changed

Stars change

Stars changed: 1005 → 1008.

Stars change

Stars changed: 1004 → 1005.

Stars change

Stars changed: 1002 → 1004.

Version change

Version changed: ui-demo-v1 → v1.0.0.

Stars change

Stars changed: 998 → 1002.

Stars change

Stars changed: 997 → 998.

Stars change

Stars changed: 996 → 997.

Stars change

Stars changed: 995 → 996.

Stars change

Stars changed: 994 → 995.

Stars change

Stars changed: 993 → 994.

Stars change

Stars changed: 992 → 993.

Stars change

Stars changed: 983 → 992.