22,302 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 agents7,670Claude Code6,650Data and AI3,673Backend and APIs3,507Languages3,392Planning3,227Git and workflow3,211Code review2,744Testing2,385Memory and context2,367Writing and docs2,330DevOps and cloud2,314Research2,288Frontend2,261Security2,032Productivity1,722
All Claude Code31,994 Codex23,359 OpenCode22,302 GitHub Copilot3,560 Gemini CLI1,917 Cursor1,740 Windsurf142 Kiro82
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| JareCoder/LounasMCP MCP to check Lunches nearby using www.lounaat.info | 0 | Codex, OpenCode | 1 | 635 tok |
| raeseoklee/artifacty npmjs.com Local agent-to-agent artifact exchange for LLM workflows via HTTP, CLI, and MCP. | 0 | Claude Code, Codex, OpenCode | 2 | 1,596 tok |
| Seetharam1999/jenkins-slack-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 2,838 tok |
| alexxcpr/ONE-MCP MCP SERVER FOR ONE SOFTWARE | 0 | Codex, OpenCode | 1 | 4,950 tok |
| blueqwertz/linda-mcp | 0 | Codex, OpenCode | 1 | 514 tok |
| godrix/mcp-architecture-contract | 0 | Codex, OpenCode | 1 | 646 tok |
| ahmedadan/unix-mcp-server Linux and macOS MCP Server | 0 | Codex, OpenCode | 1 | 520 tok |
| arvindg4u/ddg-search-mcp DuckDuckGo Search MCP Server — search the web via MCP, deploy on Render | 0 | Claude Code, Codex, OpenCode | 2 | 574 tok |
| asamiile/google-drive-rag-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 595 tok |
| TegroTON/tegro-money-mcp Read-only MCP server for the Tegro.Money payment API — connect Claude, Cursor & other AI t | 0 | Claude Code, Codex, OpenCode | 2 | 630 tok |
| brianMacao/ai-mcp-server Local MCP bridge that unifies multiple API endpoints into one model capability pool for Ag | 0 | Codex, OpenCode | 1 | 3,243 tok |
| alexgenovese/mcp-arxiv | 0 | Codex, OpenCode | 1 | 548 tok |
| Oshadha345/contxt-box Local-first MCP-compatible context box for coding agents. Index folders, preserve project | 0 | Claude Code, Codex, OpenCode | 2 | 843 tok |
| ChanMeng666/femtech-radar chanmeng666.github.io Agent-first FemTech intelligence: an MCP server that fetches, dedupes, and scores women's- | 0 | Claude Code, Codex, OpenCode | 5 | 5,416 tok |
| ShreyasBidwai/AI_Loop_MCP | 0 | Codex, OpenCode | 1 | 284 tok |
| Plong-Wasin/outlook-mcp | 0 | Codex, OpenCode | 1 | 71 tok |
| Kforward/lanhu-mcp-codex | 0 | Codex, OpenCode | 1 | 955 tok |
| Overtorment/remote-control-mcp | 0 | Codex, OpenCode | 1 | 3,386 tok |
| inho-team/qe-mcp | 0 | Codex, OpenCode | 1 | 426 tok |
| Eun-Y0ung/agentic-player-10-mcp | 0 | Codex, OpenCode | 1 | 403 tok |
| abhishekY495/test-mcp-server | 0 | Codex, OpenCode | 1 | 360 tok |
| santhoshraje/wallet-analytics-mcp MCP server for analysing blockchain wallet transactions | 0 | Codex, OpenCode | 1 | 1,333 tok |
| ahmedtawfeeq1/loredex-obsidian Obsidian and MCP dashboard layer for loredex: shared memory, handoffs, focused views, and | 0 | Claude Code, Codex, OpenCode | 2 | 245 tok |
| sandeep-alluru/notarize pypi.org Canonical trace format and verifier for agent execution attestation | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 7 | 592 tok |
| linsipeng/agentkeychain Zero-knowledge credential store for AI agents — Agent Identity + scoped delegation, built | 0 | Codex, OpenCode | 1 | 1,150 tok |
| hyh0620/mcp-knowledge-service Reusable MCP-based knowledge retrieval service with ingestion, Hybrid Retrieval, citations | 0 | Codex, OpenCode | 1 | 266 tok |
| cubicecho/mcp-skills-manager cubicecho.github.io | 0 | Claude Code, Codex, OpenCode | 3 | 1,763 tok |
| msradam/semley Autonomous SRE investigation agent: a governed state machine driven by a language model, a | 0 | Codex, OpenCode | 1 | 1,044 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 |
| wlor0623/codex-notify-mcp Sends WeCom notifications after Codex tasks are completed. | 0 | Codex, OpenCode | 1 | 92 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 MCP server for LLM and agent run telemetry: cost, tokens, latency, and reliability observa | 0 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 6 | 5,138 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 |
| jpsweeney97/claude-code-docs-mcp BM25-indexed search MCP server for Claude Code documentation | 0 | Claude Code, Codex, OpenCode | 2 | 5,281 tok |
| 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 |
| 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 |
| sangwopark19/MendLens MendLens appliance diagnosis MCP server | 0 | Codex, OpenCode | 1 | 1,901 tok |
| xbirimensah/heavenly-health-protocol Privacy-first, LLM-agnostic health data protocol and MCP server. | 0 | Codex, OpenCode | 1 | 678 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 |
| 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 |
| bartivs/yt-media-info-mcp Model Context Protocol (MCP) server that extracts rich metadata, transcripts, and search f | 0 | Claude Code, Codex, OpenCode | 6 | 2,081 tok |
| the-mace/loseit-mcp-local Local LoseIt scraper → SQLite → MCP server for Claude Desktop | 0 | Claude Code, Codex, OpenCode | 2 | 1,561 tok |
| Axcient/public-gateway-mcp An MCP for ax-public-gateway | 0 | Claude Code, Codex, Cursor, OpenCode | 2 | 970 tok |
| mariolpantunes/crepe-mcp CREPE — Compile, Research, Export, Presentation Engine. An MCP server for AI Agents that d | 0 | Codex, OpenCode | 1 | 3,339 tok |