43,832 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 agents7,763Claude Code6,670Data and AI3,659Backend and APIs3,501Languages3,393Git and workflow3,250Planning3,235Code review2,768Testing2,411Memory and context2,367Writing and docs2,341DevOps and cloud2,324Research2,284Frontend2,272Security2,048Project management1,751
All Claude Code31,994 Codex23,528 OpenCode22,474 GitHub Copilot3,571 Gemini CLI1,915 Cursor1,736 Windsurf150 Kiro87
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| fr0ster/mcp-abap-adt-proxy MCP proxy server for SAP ABAP ADT - proxies local requests to cloud-llm-hub with JWT authe | 0 | Claude Code | 1 | 2,744 tok |
| edgen-design/edgen-figma-to-code-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 1,699 tok |
| JaiminBrahmbhatt/Global-Entry-Appointment-Scanner Scan for Global Entry & NEXUS appointment slots and get notified instantly via email, Disc | 0 | Claude Code | 1 | 728 tok |
| intellieffect/agentic-cms Open-source Agentic CMS — MCP server that turns any CMS backend into an AI-agent-ready con | 0 | Claude Code, Codex, OpenCode | 2 | 3,527 tok |
| sampritidas/MCP_Spike | 0 | GitHub Copilot | 1 | 163 tok |
| zriyansh/customgpt-mcp | 0 | Claude Code | 1 | 1,500 tok |
| xpcoffee/nvim-markdown-notes-memgraph Standalone CLI for Memgraph + MCP server with Docker Compose orchestration for nvim-markdo | 0 | Claude Code | 3 | 356 tok |
| skamei0214/strava-claude MCP to pull Strava activities into Claude | 0 | Claude Code | 1 | 186 tok |
| asadhuddleduck/thread-storm MCP server for Threads API — read posts, check engagement, and publish threads from Claude | 0 | Claude Code | 1 | 625 tok |
| brandon-fryslie/electric-cherry Electron debugging MCP server for renderer (CDP) and main process (V8 Inspector) | 0 | Claude Code | 1 | 130 tok |
| EnviableAmaretto/openclaw-task-mcp | 0 | Codex, OpenCode | 1 | 205 tok |
| yokonao/claude-code-traceparent Verifying whether Claude Code adds W3C Trace Context to requests sent to MCP Servers | 0 | Claude Code | 1 | — |
| makiichikawa/stock-mcp-server An MCP server for discussing stock investment strategies | 0 | Claude Code | 1 | 594 tok |
| Danksai/mcp-server-python-mqngetev Created from render-examples/mcp-server-python template | 0 | Claude Code, Codex, OpenCode | 2 | 841 tok |
| ddolmange00/safesign-mcp | 0 | Claude Code | 9 | 3,244 tok |
| inkan-tech/DebugPilot VS Code extension exposing Debug Adapter Protocol via MCP to AI agents | 0 | Claude Code | 1 | 624 tok |
| nstranquist/snapref Local-first browser automation for agents: isolated sessions, revision-bound refs, policy- | 0 | Codex, OpenCode | 1 | 169 tok |
| premhiru/agentcloud agentcloud-control-plane.premhiru.chatgpt.site Governed persistent AI workers with default-deny authority, human approvals, dry-runs, and | 0 | Codex, OpenCode | 1 | 317 tok |
| pizza6899-crypto/portcall Plugin gateway that serves local MCP servers over HTTP | 0 | Claude Code | 3 | 850 tok |
| karan68/proofgate proofgate-six.vercel.app Pre-execution URL safety firewall for autonomous agents, powered by Telegraph and x402. | 0 | Claude Code, Codex, OpenCode | 2 | 159 tok |
| ambo-sk/mcp-google-ads Google Ads MCP server on Cloudflare Workers — API v25, 46 tools, TypeScript | 0 | Claude Code | 1 | 952 tok |
| alejandrojlamas/apk-docforge Local-first AI-assisted APK documentation and security analysis with provenance, determini | 0 | Codex, OpenCode | 1 | 556 tok |
| emresoykan/edgar-mcp SEC EDGAR MCP: companyfacts XBRL, Form 4, 13F | 0 | Codex, OpenCode | 1 | 550 tok |
| garusis/hire-me-mcp hire-me-mcp-web.vercel.app | 0 | Claude Code, Codex, OpenCode | 5 | 2,368 tok |
| evanlouie/mcp-fetch | 0 | Codex, OpenCode | 1 | 174 tok |
| goldenpathdigital/notes-mcp-server MCP server for saving project notes and design decisions to SQLite | 0 | Claude Code | 1 | 610 tok |
| 1OOyan/mcp-memory MCP Memory Server with vector embeddings and persistent storage for AI agents | 0 | Claude Code | 1 | 225 tok |
| saselvan/graph-rag-mcp-server-fixed Fixed fork of graph-rag-mcp-server with ChromaDB embed_query fix | 0 | Claude Code, Codex, OpenCode | 2 | 2,966 tok |
| mcp-tool-shop-org/mcp-voice-soundboard mcp-tool-shop-org.github.io Text-to-speech MCP server — 48 voices, 9 languages, 5 presets, emotion spans, SSML-lite, m | 0 | Claude Code | 1 | 1,242 tok |
| emrgcl/Azure-Region-Advisor An MCP (Model Context Protocol) server for testing Azure region latency. | 0 | Claude Code, GitHub Copilot | 2 | 151 tok |
| alvarolloret/pipedrive-mcp MCP for Pipedrive | 0 | Claude Code, Codex, OpenCode | 2 | 325 tok |
| karbassi/confluence-adf-mcp MCP server for reading and writing Confluence pages in native ADF (Atlassian Document Form | 0 | Claude Code | 1 | 191 tok |
| mattma87/AgenticMCP | 0 | Claude Code | 1 | 475 tok |
| amyzlp/API-Testing-MCP | 0 | Claude Code | 1 | 372 tok |
| dtehan/second-brain second brain tool | 0 | Claude Code | 1 | 937 tok |
| cbsmiley/paperless-ngx-mcp-server MCP server for Paperless-NGX document management - supports both stdio (Claude Desktop) an | 0 | Claude Code | 1 | 769 tok |
| enboxorg/memoryd User-owned AI memory layer with task graph, built on DWN protocols. MCP server. | 0 | Claude Code, Codex, OpenCode | 2 | 6,194 tok |
| asamiile/logic-lab | 0 | Codex, OpenCode | 1 | 724 tok |
| Stefan-Nitu/mcp-walkthrough | 0 | Claude Code | 2 | 40 tok |
| sombra-hq/sombra-mcp Sombra MCP stdio-to-HTTP bridge. Persistent reader mode for AI. | 0 | Claude Code | 1 | — |
| anatolykoptev/gtr-mcp MCP server wrapping git-worktree-runner (gtr) for AI agent use — 6 tools, argv-only, confi | 0 | Codex, OpenCode | 1 | 1,028 tok |
| schlpbch/open-meteo-mcp-py A MCP server providing weather, snow conditions, and air quality tools via the Open-Meteo | 0 | Claude Code | 1 | 3,274 tok |
| aptible/aptible-mcp | 0 | Claude Code | 1 | 808 tok |
| miyu4u/zido zido is MCP, CLI for searching with map provider like kakao, naver, google. | 0 | Codex, OpenCode | 1 | 2,729 tok |
| jarrettmeyer/redactor-mcp | 0 | Claude Code | 6 | — |
| anbturki/kickd Background automation daemon with skill engine, task scheduler, MCP server, and Claude Cod | 0 | Claude Code | 1 | 950 tok |
| fmeies/etracker-mcp MCP server that opens the etracker analytics API to AI assistants over HTTP/SSE, with per- | 0 | Claude Code | 1 | 1,065 tok |
| Mutigen/packforge AI Agent Instruction Hub — orchestrates context-aware instruction packs for Cursor, Claude | 0 | Claude Code, Codex, Cursor, OpenCode | 3 | 3,123 tok |
| tyson-swetnam/hcdp-mcp Model Context Protocol (MCP) server for Hawaii Climate Data Portal API access | 0 | Claude Code | 2 | 724 tok |
| camerhann/aegea-drive-mcp | 0 | Claude Code | 1 | — |