Item detail
github.com

HelpCode-ai/anythingmcp

RepoRadar surfaced HelpCode-ai/anythingmcp — a developer tool — into the Radar section, where it sits at Gold tier with a 'try now' verdict. Its strongest signal is workflow potential, scored 10.0 out of 10.

Score8.6
Popularity74.0
Riskconditional
TierGold
Score breakdown
Usefulness9.0
Novelty8.0
Momentum7.0
Maturity8.2
Open-source/build8.4
Evidence7.2
Workflow potential10.0
Setup ease4.2

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

Why it matters

Useful for teams that want to expose internal systems to AI clients without hand-writing a fresh connector for every API or database.

Where this stands now

HelpCode-ai/anythingmcp ranks #93 of 2304 tracked Radar items by composite score (8.6 against a section median of 5.2). The section currently carries 1197 Bronze, 645 Gold, 462 Silver. RepoRadar has retained observations for this record since 2026-06-19 (100 days in the current window). Signal extremes versus the section: novelty at the 79th percentile.

Who should use it

internal platform teams AI workflow builders automation engineers teams standardizing MCP access to internal systems

Who should skip it

Skip HelpCode-ai/anythingmcp unless the captured evidence suggests it solves a problem you are actively working on.

About this signal

HelpCode-ai/anythingmcp is tracked by RepoRadar as a developer tool in the Radar section. First seen 2026-06-19; the source record was last checked on 2026-06-19. The current verdict is 'try now' with a Gold tier and advanced setup difficulty. The standout signals for HelpCode-ai/anythingmcp are workflow potential (10.0) and practical usefulness (9.0), while setup ease (4.2) trails — that balance shapes where it fits best. This page summarizes the public evidence on the linked source page and states where additional review is still needed.

How this item is evaluated

The HelpCode-ai/anythingmcp record combines a 8.6/10 composite score with separate popularity (74.0), risk (conditional), and setup (advanced) 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

AnythingMCP is designed to sit in front of live APIs, databases, and AI clients, so review credential scope, audit settings, and tenant boundaries before connecting it to production data.

Evidence links
Closest alternatives / related signals
mcp api-connectors self-hosted developer-tools integration
Verification record

What RepoRadar actually verified

Discovered

Automated discovery and source capture. Last checked 2026-09-27T21:37:36Z.

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 →

79 dated snapshots retained from 2026-06-19 through 2026-09-27; 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 score8.6 current · +0.0 net
Repository momentum9.6 current · +2.6 net
GitHub stars (observed)430 current · +276 net
GitHub stars430 exact observation
Versionv0.12.0
Last release2026-09-24T12:45:46Z
MaintenanceActive
Current riskConditional
Current verdictTry now
Pricing baselineNo structured commercial pricing baseline
Pricing checkedNot applicable or not recorded
Pricing freshnessNo dated commercial pricing review
Integrations baselineClaude, Model Context Protocol

Recent dated points

DateScoreMomentumStarsRiskVerdictMaintenance
2026-09-278.69.6430ConditionalTry nowActive
2026-09-268.69.3374ConditionalTry nowActive
2026-09-258.69.3371ConditionalTry nowActive
2026-09-248.69.6365ConditionalTry nowActive
2026-09-238.69.6351ConditionalTry nowActive
2026-09-228.69.0316ConditionalTry nowActive
2026-09-218.69.0288ConditionalTry nowActive
2026-09-208.69.6255ConditionalTry nowActive
2026-09-198.69.0236ConditionalTry nowActive
2026-09-178.69.0218ConditionalTry nowActive
2026-09-158.69.0202ConditionalTry nowActive
2026-09-138.69.0200ConditionalTry nowActive

Why the record changed

Stars change

Stars changed: 374 → 430.

Stars change

Stars changed: 371 → 374.

Stars change

Stars changed: 365 → 371.

Version change

Version changed: v0.11.0 → v0.12.0.

Stars change

Stars changed: 356 → 365.

Stars change

Stars changed: 351 → 356.

Stars change

Stars changed: 316 → 351.

Stars change

Stars changed: 295 → 316.

Version change

Version changed: v0.10.0 → v0.11.0.

Stars change

Stars changed: 288 → 295.

Stars change

Stars changed: 283 → 288.

Stars change

Stars changed: 266 → 283.