43,872 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 agents7,796Claude Code6,678Data and AI3,657Backend and APIs3,502Languages3,394Git and workflow3,252Planning3,236Code review2,768Testing2,425Memory and context2,361Writing and docs2,344DevOps and cloud2,337Research2,286Frontend2,272Security2,058Project management1,756
All Claude Code32,008 Codex23,577 OpenCode22,522 GitHub Copilot3,569 Gemini CLI1,916 Cursor1,739 Windsurf152 Kiro87
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| rcobb2/desktop-management-mcp Standalone MCP servers for JAMF Pro and Microsoft Intune | 0 | Claude Code | 2 | 23,062 tok |
| Cafecitohq/cafecito cafecito.sh An integration control plane for AI agent fleets: land in parallel, regenerate collisions, | 0 | Claude Code, Codex, OpenCode | 2 | 1,108 tok |
| RemseyMailjard/rabobank-mcp-server-training Rabobank MCP-server training — demo Model Context Protocol server built with TypeScript | 0 | GitHub Copilot | 1 | 257 tok |
| Mohib1992/hayday-mcp-server Read-only MCP server providing live HayDay game data lookup (crops, products, animals, mac | 0 | Claude Code | 1 | 116 tok |
| andypnguyen11-gif/agentic-travel-recommendations-api Multi-tenant service that lets an external AI concierge generate partner-rule-compliant tr | 0 | Claude Code | 1 | 1,176 tok |
| di-omics/plr-mcp Auditable MCP tools for PyLabRobot: run and sample context, typed provenance, simulation b | 0 | Claude Code | 1 | 1,472 tok |
| wlor0623/codex-notify-mcp Sends WeCom notifications after Codex tasks are completed. | 0 | Codex, OpenCode | 1 | 92 tok |
| MarioMillet2b/mcp-odoo | 0 | Claude Code | 1 | 260 tok |
| joachimwedin/gh-issues-mcp | 0 | Claude Code | 1 | 175 tok |
| DexMachina-Design/Figma-Console-MCP | 0 | Claude Code | 3 | 324 tok |
| swl-informatica/meloQA-MCP MCP da API pública do meloQA | 0 | Claude Code | 1 | 1,167 tok |
| simonwittber/AgentBridge Unity Editor ↔ LLM agent file-based command bridge with MCP server | 0 | Claude Code | 1 | 593 tok |
| noahwang550/sy-automl-mcp | 0 | Claude Code | 1 | 6,361 tok |
| jiangnuonnuo/draw-mcp-server A small MCP tool for drawing with draw | 0 | Claude Code, Codex, OpenCode | 4 | 2,130 tok |
| lukwe/mcp_or_skill_for_geoenquire_ogc agentic access to the Geo-INQUIRE services | 0 | Codex, OpenCode | 1 | 1,071 tok |
| chetto1983/turing_AgentMemory_MCP | 0 | Claude Code, Codex, OpenCode | 2 | 4,228 tok |
| ceweldy/bitwarden-agent-vault-mcp Bitwarden Secrets Manager MCP server and Codex plugin for least-privilege agent credential | 0 | Codex, OpenCode | 1 | 180 tok |
| Aptica-Solutions/a-mcp-runmeter Archived 2026-09-25. Canonical code: Aptica-Solutions/a-mcp-servers, servers/runmeter. | 0 | Claude Code, Codex, OpenCode | 4 | 4,705 tok |
| manutrip-pm-AI-Defense/Azure_MCP_Test This is a test MCP server | 0 | Claude Code | 1 | 1,598 tok |
| kimju1416/naver-land-mcp MCP server for querying Naver real estate listings and market prices (based on Seonh0/nave | 0 | Claude Code | 1 | 803 tok |
| yourlastnamesoundslikeatypeofpasta/acumatica-mcp-server A Model Context Protocol (MCP) server for Acumatica ERP | 0 | Claude Code | 3 | 319 tok |
| Upendrasengar/bitbucket-server-mcp MCP server for Bitbucket Server / Data Center with code review, cross-repo PRs, and CI ins | 0 | Codex, OpenCode | 1 | 155 tok |
| mhmdtaha091/bugscout Autonomous web QA agent — crawls any site, discovers user flows, finds functional + access | 0 | Claude Code | 1 | 510 tok |
| RaviTeja-438/zap-rag-mcp MCP server: ZAP RAG search only (PLAIN / HYBRID / HYBRID_RERANK) for Kilo and other agents | 0 | Claude Code, Codex | 2 | — |
| alanko0511/beaver-mcp Alan's personal remote MCP server. | 0 | Claude Code | 1 | 1,102 tok |
| syedasadabbas/Claude-MCP-for-Odoo | 0 | Claude Code | 1 | — |
| jpsweeney97/claude-code-docs-mcp BM25-indexed search MCP server for Claude Code documentation | 0 | Claude Code, Codex, OpenCode | 2 | 5,281 tok |
| codeforanchorage/anchorage-parcels-mcp | 0 | Claude Code | 1 | 2,391 tok |
| JanMaa/pkg-intel-mcp Package intelligence for AI coding agents. An MCP server that answers: is this npm package | 0 | Claude Code | 1 | 741 tok |
| codeforanchorage/audubon-iba-mcp | 0 | Claude Code | 1 | 2,495 tok |
| harshit-wadhwa/db-mcp | 0 | Claude Code, Codex | 1 | — |
| kojaecheon/tripmoney-mcp | 0 | Codex, OpenCode | 1 | 8 tok |
| antinomie1/maimai-mcp Rust-based high-performance maimai DX (舞萌 DX) MCP score lookup tool and B50 rendering serv | 0 | Codex, OpenCode | 1 | 2,460 tok |
| RithenReddy/excalidraw-mcp-app Copy of official Excalidraw MCP App Server (excalidraw/excalidraw-mcp) for hosting experim | 0 | Claude Code | 1 | 2,343 tok |
| JLex11/json-ui-renderer-mcp | 0 | Codex, OpenCode | 1 | 368 tok |
| wirenboard/google-workspace-mcp Remote multi-user (OAuth 2.1) deployment of the Google Workspace MCP server | 0 | Codex, OpenCode | 1 | 661 tok |
| Evyatar108/gmail-mcp A local Windows Gmail MCP server for GitHub Copilot CLI with safe OAuth, draft-first sendi | 0 | Codex, GitHub Copilot, OpenCode | 2 | 802 tok |
| yosuke-kirihata/mcp-paper-search | 0 | Claude Code | 1 | 952 tok |
| nicojan/humanizer-mcp Public, read-only MCP server: psycholinguistic rules and a deterministic checker for makin | 0 | Claude Code | 1 | 6,189 tok |
| sangwopark19/MendLens MendLens appliance diagnosis MCP server | 0 | Codex, OpenCode | 1 | 1,901 tok |
| amaanshaikh-dc/elevenlabs-agent-platform-mcp | 0 | Claude Code | 1 | 2,079 tok |
| mjmonster/fit-agent-mcp | 0 | Claude Code | 1 | 2,563 tok |
| yigitcanural/dis-mevzuat Diş kliniği içerikleri için kaynak destekli mevzuat araması sunan yerel MCP ve yayın önces | 0 | Codex, OpenCode | 1 | 362 tok |
| xbirimensah/heavenly-health-protocol Privacy-first, LLM-agnostic health data protocol and MCP server. | 0 | Codex, OpenCode | 1 | 678 tok |
| artyomredko-collab/sapyx-mcpclone | 0 | Claude Code | 1 | 507 tok |
| amirjahfar1/Google-Search-Console-GSC-MCP MCP server connecting Google Search Console to Claude — 12 built-in SEO skills including a | 0 | Claude Code | 1 | 725 tok |
| the-mace/garmin-mcp-local Personal Garmin Connect MCP server: local SQLite cache, resumable backfill, rate-limited s | 0 | Claude Code, Codex, OpenCode | 2 | 202 tok |
| DaniBencz/mcp-weather an MCP server practice | 0 | Claude Code | 1 | — |
| yuldashboev/icafecloud-mcp | 0 | Claude Code | 1 | 994 tok |
| 182moon/odin-hermes-bridge MCP bridge: let Odin (or any MCP client) delegate tasks it can't do to a local Hermes Agen | 0 | Codex, OpenCode | 1 | 591 tok |