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 |
|---|---|---|---|---|
| dunkeln/bright_mcp bright-mcp.vercel.app Agent-oriented Bright Data capabilities over MCP, built with Bun and the OpenAI Apps SDK | 0 | Claude Code, Codex, OpenCode | 2 | 10 tok |
| steffipanakal/mcp-hayabusa-Claude | 0 | Claude Code | 2 | 476 tok |
| AndyAnh174/read-image-mcp MCP server dùng Gemini để đọc và mô tả ảnh. Hỗ trợ ảnh đơn, nhiều ảnh, và prompt tùy chỉnh | 0 | Claude Code, Codex | 9 | — |
| donnatto/discogs-mcp | 0 | Claude Code | 1 | 1,193 tok |
| IDinsight/tlm-authoring-mcp idinsight.github.io MCP server for manipulating Learning Commons ontology aligned knowledge graphs and authori | 0 | Claude Code | 4 | 9,475 tok |
| trickyfalcon/mcp-defender | 0 | Claude Code | 1 | 562 tok |
| michaelalber/grounded-code-mcp Ground your AI coding agent in the books, standards, and docs you actually trust. A local | 0 | Claude Code, Codex, OpenCode | 2 | 6,114 tok |
| akshatbatra/attachpad MCP exposed context control center for AI agents | 0 | Claude Code, Codex | 1 | — |
| rodrigopg/mcp-brazil-marketplaces MCP Server para busca de anúncios na OLX Brasil (Python + FastMCP) | 0 | Claude Code, Codex, OpenCode | 2 | 996 tok |
| obrien-matthew/mcp-pihole MCP server for Pi-hole v6 | 0 | Claude Code, Codex, OpenCode | 2 | 302 tok |
| mountain-pass/addressr-mcp MCP server for Australian address search and validation via Addressr | 0 | Claude Code, Codex, OpenCode | 3 | 1,016 tok |
| DarkMatterProductions/mcp-project-context-server A Python MCP server that gives LLMs persistent, searchable access to project context — doc | 0 | Claude Code | 1 | 290 tok |
| SSIG-IT/3cx-mcp-server MCP Server for 3CX Phone System (V20+) — Manage users, extensions, queues, calls, contacts | 0 | Claude Code | 1 | 1,170 tok |
| KeyserDSoze/GhostWriterFramework | 0 | Claude Code, Codex, OpenCode | 2 | 960 tok |
| asgard-ai-platform/mcp-twfood pypi.org MCP Server for twfood.cc — 6 AI-callable tools for Taiwan agricultural wholesale market pr | 0 | Claude Code | 1 | 482 tok |
| hyang0129/pyscope-mcp MCP server exposing Python function- and module-level call graphs for agentic coding. | 0 | Claude Code | 1 | 1,959 tok |
| jurislm/entire-mcp MCP server for the Entire CLI — manage AI agent checkpoints and sessions | 0 | Claude Code | 1 | 1,228 tok |
| asgard-ai-platform/mcp-tw-judgment MCP server for searching Taiwan judicial judgments (司法院裁判書系統) — 2 AI-callable tools over M | 0 | Claude Code | 1 | 698 tok |
| Taardisaa/ghidra-api-mcp A MCP server that helps LLMs write (nearly) correct Ghidra scripts by providing API call s | 0 | Claude Code | 1 | 882 tok |
| matthieurosset/nas-mcp-server Serveur MCP pour contrôler le NAS Synology | 0 | Claude Code | 1 | 1,254 tok |
| ryanfangk/claude-ai-mcp-demo claude-ai-mcp-demo.vercel.app | 0 | Claude Code, Codex, OpenCode | 4 | 674 tok |
| klauseduard/vibe-coded-jira-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 1,529 tok |
| troylar/jira-mcp-server | 0 | Claude Code | 9 | 258 tok |
| jurislm/coolify-mcp jurislm.github.io MCP server for Coolify. 35 tools for managing self-hosted PaaS through AI assistants. | 0 | Claude Code, GitHub Copilot | 2 | 2,615 tok |
| thecleanupcrew/mcp-server Testing MCP server implementation | 0 | Claude Code | 1 | 1,146 tok |
| SamuelDudley/ism-mcp | 0 | Claude Code | 1 | 1,447 tok |
| tjackiet/bitbank-genesis-mcp-server-http-archive bitbank-genesis-mcp-server-http-archive | 0 | Claude Code, Codex, Cursor, OpenCode | 7 | 2,164 tok |
| sshh12/windows-computer-use-mcp Full computer-use for Windows over MCP: multi-monitor screen capture, scan-code keyboard/m | 0 | Claude Code | 1 | 2,413 tok |
| bpmj-martin/ledgerlink-mcp MCP server for QuickBooks Online — manage invoices, customers, expenses, and reports via A | 0 | Claude Code | 1 | 696 tok |
| negrueu/linkedin-company-admin-mcp MCP server for LinkedIn Company Page administration (Python, Patchright, browser-first) | 0 | Claude Code, Codex, OpenCode | 2 | 548 tok |
| grahamton/merchGent MCP server that gives AI agents eyes on any e-commerce storefront -- scrape, audit, and ro | 0 | Claude Code, OpenCode | 12 | 3,097 tok |
| StarGazer1995/mcp-stargazing An MCP server that provides real-time astronomical data, smart stargazing planning, and li | 0 | Claude Code, Codex, OpenCode | 2 | 5,727 tok |
| nimit791/tradingview-mcp-jackson | 0 | Claude Code | 1 | 1,873 tok |
| nguyenph88/Media-Editor-MCP Combine of Capcut, Premiere Pro, Media Analysis MCP | 0 | Claude Code | 10 | — |
| tildecomunicacion/trainingpeaks_mcp Conexión de TrainingPeaks con Claude | 0 | Claude Code | 1 | — |
| aauth-dev/proxy The user's AAuth agent in MCP form — discovery, identity, interaction relay | 0 | Claude Code | 1 | 142 tok |
| AmreetKumarkhuntia/mcp-da-vinci | 0 | Claude Code | 2 | 1,349 tok |
| Sunilrana1978/MCP | 0 | Claude Code | 1 | 469 tok |
| duguobao812718-wq/scout AI Agent all-in-one search tool — completely free, multiple engines, MCP protocol | 0 | Claude Code | 1 | 808 tok |
| sailfact/dspec | 0 | Claude Code | 1 | 1,282 tok |
| sandeepgandhi500/idmission-mcp-server | 0 | Claude Code | 1 | 1,736 tok |
| penysho/docs-mcp | 0 | Claude Code | 1 | 1,375 tok |
| arjshiv/blaze-sql-mcp-server | 0 | Claude Code | 1 | 323 tok |
| nolte/reachy-mini-mcp Model Context Protocol server for Reachy Mini — REST wrapper around the Pollen daemon. | 0 | Claude Code | 2 | 864 tok |
| Chiehyii/code-security-skill npmjs.com Secure-coding knowledge base and MCP server for AI coding assistants, covering OWASP Top 1 | 0 | Claude Code | 1 | 1,160 tok |
| tirthanzh/mcp-transportasi-bandara-dan-pelabuhan | 0 | Claude Code | 1 | 4,051 tok |
| manifest-network/manifest-mcp-mono Manifest SDK & MCP Monorepo | 0 | Claude Code | 3 | 10,341 tok |
| jsynowiec/mcp-server-airly An MCP server that integrates the Airly API, enabling natural language interaction with ai | 0 | Claude Code, Codex, OpenCode | 2 | 318 tok |
| knishioka/td-mcp-server | 0 | Claude Code | 1 | 2,619 tok |
| quantumsoftwarelab/nanograph-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 813 tok |