31,986 repositories keep their own agent configuration in the open: a CLAUDE.md, a rules file, instructions for Copilot, a skill the project runs on itself. These are not mods to install. They are worth reading for what they reveal — what a maintainer thinks an agent gets wrong.
Building agents7,720Claude Code6,662Data and AI3,665Backend and APIs3,500Languages3,396Planning3,238Git and workflow3,234Code review2,760Testing2,394Memory and context2,365Writing and docs2,333DevOps and cloud2,315Research2,289Frontend2,264Security2,036Project management1,736
All Claude Code31,986 Codex23,463 OpenCode22,407 GitHub Copilot3,565 Gemini CLI1,914 Cursor1,740 Windsurf150 Kiro84
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| adta7/personal-mcp Albert Yan's homepage — one content graph rendered as a website, a REST API, and an MCP se | 0 | Claude Code, Codex, OpenCode | 2 | 159 tok |
| rzvqp/tradingview-mcp-aql | 0 | Claude Code | 1 | 1,873 tok |
| vishwakanth183/MCP_PORTFOLIO mcp-portfolio-ten.vercel.app | 0 | Claude Code | 1 | — |
| Holetron-lab/godcrm godcrm.ai An open-source CRM where the AI agent changes the schema, not just the data: create_table | 0 | Claude Code, Codex, OpenCode | 7 | 736 tok |
| gacabartosz/ezd-puw-mcp MCP server dla EZD PUW — 91 narzędzi AI do zarządzania dokumentami administracji publiczne | 0 | Claude Code | 1 | 907 tok |
| nouhouari/mpds-mcp | 0 | Claude Code | 1 | 2,411 tok |
| DipsySu/media-scraper-mcp | 0 | Claude Code | 1 | — |
| pietrodelfranco/mcpserver | 0 | Claude Code | 3 | 5,279 tok |
| LtMarx/Arr-MCP an *ARR MCP server | 0 | Claude Code | 1 | 1,222 tok |
| cardmagic/slack-messages Fuzzy search and browse Slack messages from CLI or MCP server | 0 | Claude Code | 1 | 599 tok |
| kemalabuteliyte/domain-whois-mcp MCP server for domain WHOIS & RDAP lookups — native protocols, IANA TLD discovery, bulk ch | 0 | Claude Code | 1 | 297 tok |
| SecretX33/postgres-ssh-mcp npmjs.com MCP server for PostgreSQL with optional SSH tunnel support. | 0 | Claude Code | 1 | 752 tok |
| narrative-io/data-collaboration-mcp Model Context Protocol server for the Narrative Data Collaboration Platform. | 0 | Claude Code | 11 | — |
| lazorgurl/terror The ghost in your cloud. Agent-native infrastructure management via MCP. | 0 | Claude Code | 1 | 1,008 tok |
| RipperTs/poco-service-mcp An independent MCP service module for hosting more of the Poco platform's own open APIs fo | 0 | Claude Code, Codex, OpenCode | 2 | 583 tok |
| JamsusMaximus/myfitnesspal-mcp MyFitnessPal MCP Server - AI assistant integration for MyFitnessPal | 0 | Claude Code | 2 | 513 tok |
| plenoai/metsuke metsuke.plenoai.com GitHub SDLC health check Platform. | 0 | Claude Code | 1 | 1,228 tok |
| dongood/tools-mcp-server | 0 | Claude Code | 1 | 920 tok |
| feamster/slack-mcp Slack MCP server - read and respond to Slack from Claude | 0 | Claude Code | 1 | — |
| mikeysrecipes/coinmarket-mcp-server | 0 | Claude Code | 1 | 524 tok |
| larasrinath/anaplan-user-mcp Business-user-focused MCP server for Anaplan - read-only, session-cached, AI-layer gated | 0 | Claude Code | 2 | 847 tok |
| delta-and-beta/mcp-airtable MCP server for Airtable integration. Enables AI assistants to perform CRUD operations, bat | 0 | Claude Code | 1 | 3,442 tok |
| Rockfish-Data/rockfish-mcp Rockfish MCP Server | 0 | Claude Code | 1 | 1,337 tok |
| sevenseconds/vibescout A high-performance Model Context Protocol (MCP) server for local semantic code search | 0 | Claude Code, Gemini CLI | 2 | 4,523 tok |
| seonmikii/gdc-claude-plugin GDC Claude Code plugin — gdc-mcp stdio MCP server + commands + hooks (dev: se.gemiso.com:1 | 0 | Claude Code, Codex, OpenCode | 4 | 1,574 tok |
| flix-pro/flix-mcp MCP (Model Context Protocol) server implementation that provides an AI model interface for | 0 | Claude Code | 1 | — |
| riefer02/mysql-db-reader MySQL database reader MCP tool | 0 | Claude Code | 1 | 578 tok |
| wouter-bon/CERT-MCP-SERVER MCP server for managing SSL/TLS certificates across multiple device types using Let's Encr | 0 | Claude Code | 1 | 766 tok |
| OtakuXavier/jamf-mcp MCP Server for Jamf Pro, Jamf Protect and Jamf Security Cloud | 0 | Claude Code | 1 | 1,138 tok |
| pereirrd/mcp-just-seek-knowledge | 0 | Claude Code, Cursor | 3 | — |
| khalilbenaz/MDAN MDAN — Framework de développement multi-agents IA. 28 agents, 17 wizards, 2,014 composants | 0 | Claude Code | 68 | — |
| flybfree/wazuh-agent Wazuh SIEM agent with MCP server and knowledge base | 0 | Claude Code | 1 | 535 tok |
| martijnrusschen/productlane-mcp MCP server for the ProductLane API | 0 | Claude Code | 1 | 374 tok |
| Lloydm15/agent-bridge-mcp MCP server enabling communication between multiple Claude Code sessions | 0 | Claude Code | 1 | 612 tok |
| nitindermohan/pumble-mcp A standalone MCP server that gives AI agents complete access to the Pumble messaging platf | 0 | Claude Code | 1 | 3,462 tok |
| evo-hydra/merovingian Cross-repository dependency intelligence for AI agents via MCP | 0 | Claude Code | 1 | 224 tok |
| optimize-overseas/lacrm-mcp lessannoyingcrm.com Model Context Protocol (MCP) server for Less Annoying CRM | 0 | Claude Code | 1 | 2,410 tok |
| simonrueba/ariadne Semantic code index and gatekeeper for AI coding agents. No LLMs — just static analysis. | 0 | Claude Code | 4 | — |
| Apitomy/apitomy-data-models-mcp An MCP server that uses apicurio-data-models to view and edit OpenAPI and AsyncAPI documen | 0 | Claude Code | 1 | 2,072 tok |
| JaydenYip3/NeovimMCP | 0 | Claude Code, Codex, OpenCode | 3 | — |
| raoulkahn/mcp-product-copilot MCP-powered AI agent that orchestrates product metrics, roadmap constraints, and OKR align | 0 | Claude Code | 1 | 919 tok |
| artkrsk/ticksy-mcp | 0 | Claude Code | 1 | 484 tok |
| McCullonas/mcp-irail-belgium MCP server for Belgian railway (SNCB/NMBS) via iRail API — work in progress | 0 | Claude Code | 1 | 723 tok |
| ex-takashima/glm-image-mcp-server | 0 | Claude Code | 1 | 469 tok |
| block-88/gemini-computer-use-mcp A minimal MCP wrapper for Gemini Computer Use | 0 | Claude Code | 1 | — |
| shameelcinemagics/trello_mcp | 0 | Claude Code | 1 | 893 tok |
| jjsmackay/obsidian-git-sync-mcp | 0 | Claude Code | 1 | 454 tok |
| jclement/parks-mcp Camp, Eh? — campsite availability across Canadian park reservation systems (Alberta, BC, P | 0 | Claude Code | 5 | — |
| ssasuoirafen/airflow-mcp-server MCP server for Apache Airflow 2 over the REST API | 0 | Claude Code, Codex, OpenCode | 2 | 413 tok |
| jsardinia/motion-mcp-server | 0 | Claude Code, Codex, OpenCode | 2 | 1,949 tok |