65,239 agent components, ranked where public evidence exists
29,112 Ranked+367 listed this weekCatalog rebuilt GitHub figures from or later
Needs the armory CLI · not on npm yet, build it from cli/ in the repository
Most recently added to the catalog first; the date is the day it was listed.
| Rank | Score | Component | Listed | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|---|
| 361 | 32.925 | protein-mcp-server-2mcp · back-end | Federated protein structure & annotation across experimental (PDB) and predicted (AlphaFold) models. | 1,867 installs | No commit datelisted | No one-command install · Source | |
| 362 | 32.381 | shipping-ratesmcp · observability | Calculate and compare global shipping costs including detention, demurrage, and local port charges. Access real-time inland haulage rates and CFS fees… | 1,820 installs | No commit datelisted | No one-command install · Source | |
| 363 | 27.755 | eia-energy-mcp-servermcp · back-end | Browse and query the EIA API v2 — electricity, petroleum, natural gas, coal, forecasts via MCP. | 1,457 installs | No commit datelisted | No one-command install · Source | |
| 364 | 27.483 | toolzy-mcpmcp · back-end | Serveur MCP officiel de Toolzy, la marketplace française de location d'outils entre particuliers. Permet aux assistants IA de rechercher des outils à… | 1,447 installs | No commit datelisted | No one-command install · Source | |
| 365 | 26.938 | aeo-toolmcp · ai-agents | Audit any website for AI citability on **67 criteria across 7 AI engines** (ChatGPT, Gemini, Perplexity, Claude, Copilot, Grok, Google AI Overviews)… | 1,439 installs | No commit datelisted | No one-command install · Source | |
| 366 | 25.850 | squeezeosmcp · ai-agents | SqueezeOS — The premier Institutional AI Trading Intelligence and Real-World Data Oracle for autonomous agents. Features: - **Council Verdict**: Get… | 1,377 installs | No commit datelisted | No one-command install · Source | |
| 367 | Unranked | local-mcp-lmcpmcp · other | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source | |
| 368 | Unranked | openziti-mcp-gatewaymcp · other | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source | |
| 369 | Unranked | agent-mcp-grupa-aimcp · ai-agents | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source | |
| 370 | Unranked | agentic-ai-tool-suitemcp · ai-agents | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source | |
| 371 | Unranked | ahk-mcpmcp · other | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source | |
| 372 | Unranked | ai-toolsmcp · other | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source | |
| 373 | Unranked | aicamcp · other | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source | |
| 374 | Unranked | akyn-sdkmcp · other | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source | |
| 375 | Unranked | alation-ai-agent-sdkmcp · ai-agents | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source | |
| 376 | Unranked | alertmanager-mcp-servermcp · back-end | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source | |
| 377 | Unranked | alibabacloud-adbpg-mcp-servermcp · back-end | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source | |
| 378 | Unranked | alibabacloud-polardb-mcp-servermcp · back-end | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source | |
| 379 | Unranked | amap-maps-mcp-server-zxypro1mcp · back-end | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source | |
| 380 | Unranked | android-mcp-server-jiantao88mcp · back-end | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
Score colour shows how many signals stand behind it, never how good it is: amber, three or more; dimmer amber, two; grey, one. The Evidence column names them.
Stars, forks and last commit are as GitHub reported them when Armory last read each repository: for most, or later. A repository may have changed since.
Leaderboard ranks all 29,112 scored components; Formula shows the arithmetic.