31,993 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 agents7,750Claude Code6,665Data and AI3,660Backend and APIs3,501Languages3,396Git and workflow3,240Planning3,237Code review2,765Testing2,405Memory and context2,365Writing and docs2,337DevOps and cloud2,319Research2,286Frontend2,267Security2,044Project management1,742
All Claude Code31,993 Codex23,503 OpenCode22,448 GitHub Copilot3,567 Gemini CLI1,915 Cursor1,740 Windsurf150 Kiro86
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| albertorsesc/job-seeker Profile-driven job search engine that ranks openings by fit and eligibility, over MCP and | 0 | Claude Code | 1 | 2,411 tok |
| aytacmehmet/sap-cloud-erp-mcp MCP server for SAP S/4HANA Cloud Public Edition - Material, BOM, Purchasing, Sales, Manufa | 0 | Claude Code | 1 | 1,821 tok |
| dotneteeer/SimpleTgChatMcp simple-tg-chat-mcp.onrender.com Remote MCP server for sending Telegram messages/files via Bot API, deployed on Vercel | 0 | Claude Code | 1 | 1,969 tok |
| colbyw5/phenoforge Semantic value set assembly for clinical cohort definitions, over MCP | 0 | Claude Code, Codex, OpenCode | 2 | 898 tok |
| psluja/change-detection-store-mcp A small MCP server that remembers JSON values and tells you when they actually change. | 0 | Claude Code | 1 | 2,661 tok |
| srigi/mcp-webpage-screenshot npmjs.com MCP server for creating screenshots of HTML pages | 0 | Claude Code | 1 | 3 tok |
| HongJungWan/mcp-router | 0 | Claude Code | 1 | 960 tok |
| KowL/luoome luoome — a local-first personal investment management advisor agent (MCP / TUI / Web; Luo | 0 | Claude Code, Codex, OpenCode | 2 | 1,621 tok |
| Knuckles-Team/hdhomerun-mcp HDHomeRun HTTP/DVR/Discovery API + hdhomerun_config protocol client + MCP Server + A2A Ser | 0 | Claude Code, Codex, OpenCode | 2 | 3,084 tok |
| dasanjaneyuludarla/servicenowdoc-mcp | 0 | Claude Code | 1 | 595 tok |
| sebaldar/MCP-OCR Server MCP remoto (Streamable HTTP) per l'estrazione di dati strutturati da anagrafiche e | 0 | Claude Code | 2 | 1,050 tok |
| amirtaherkhani/dev-io-mcp MCP server for turning AI conversations into dev.io Markdown posts | 0 | Claude Code, Codex, OpenCode | 4 | 1,531 tok |
| TuTouPower/kimi-acp-mcp MCP bridge from Claude Code to local Kimi Code via Moonshot official ACP (kimi acp). No re | 0 | Claude Code, Codex, OpenCode | 2 | 3,466 tok |
| Amaldeep98/Claude-realtime-voice-mcp | 0 | Claude Code | 6 | — |
| alice-jin-dev/bodybridge Connect embodied devices to cloud AI via MCP — zero API cost, zero PC dependency, fully se | 0 | Claude Code | 1 | 932 tok |
| reallygood83/sbinfo sbinfo — School Alert budget, unit projects, and distinctive educational operations intell | 0 | Claude Code, Codex | 2 | — |
| RookieCol/caudal Ask, don't guess. Chat-first finance OS for my SaaS — FastAPI, MCP, and a deterministic pr | 0 | Claude Code, Codex | 22 | — |
| kezhu-ai/uba UBA - Universal Browser Brain: the open-source MCP-first browser agent for AI agents (Clau | 0 | Claude Code | 1 | 2,887 tok |
| thenguyenyf/hum-mcp | 0 | Claude Code | 1 | 831 tok |
| jsaedtler/cookidoo-mcp-docker MCP server that uploads recipes from Claude or Gemini sessions to Cookidoo (Thermomix), pa | 0 | Claude Code | 1 | 1,311 tok |
| hwalde/vision-mcp MCP-Server für lokale Bild-Analyse: YOLOv8-Objekterkennung und EasyOCR, mit LLM-optimierte | 0 | Claude Code, Codex, OpenCode | 2 | 1,855 tok |
| diblaze/bokio-mcp Model Context Protocol server for the Bokio accounting API (private Bearer auth, read-only | 0 | Claude Code, Codex, OpenCode | 2 | 1,528 tok |
| johnnyclem/hypervault-mcp hypervault-mcp.vercel.app | 0 | Claude Code, Codex | 2 | — |
| wahidianas/mcp-postgres Serveur MCP d'administration PostgreSQL (lecture + maintenance non destructive) : introspe | 0 | Claude Code | 5 | — |
| ross-sec/image_studio_mcp Ross Technologies - Image Studio Official MCP Server | 0 | Claude Code | 1 | 1,601 tok |
| TMHSDigital/godot-correctness-mcp tmhsdigital.github.io Offline static correctness MCP server for Godot 4.x GDScript projects | 0 | Claude Code, Codex, Cursor, OpenCode | 3 | 1,266 tok |
| DiegoBulhoes/mcp-database MCP server for PostgreSQL, MySQL and MongoDB with access modes, fail-closed query validati | 0 | Claude Code | 3 | 2,571 tok |
| anatsheh84/splunk-mcp-server MCP server for Splunk with 25 tools — search, alerts, KV Store, index management. Works wi | 0 | Claude Code | 1 | 580 tok |
| nipunbatra/pulp nipunbatra.github.io The agent-driven design canvas — Rust/WASM engine, real HTML/CSS designs, MCP for agents | 0 | Claude Code, Codex, OpenCode | 3 | 1,599 tok |
| RalfHuesing/ComputeToAi Generic stock-and-flow simulation engine via MCP server. First use case: retirement, liqui | 0 | Claude Code | 1 | 620 tok |
| chiraggahujaa/db-mcp A Model Context Protocol (MCP) server that enables AI agents to safely interact with mul | 0 | Claude Code | 1 | 594 tok |
| RetireGolden/RetireGolden-MCP | 0 | Claude Code, Codex, OpenCode | 2 | 2,854 tok |
| abekek/personal-intelligence-system Conversation-first personal knowledge ledger: event-sourced capture of Claude Code + claud | 0 | Claude Code | 1 | 387 tok |
| smartsys/changelog-mcp Ein universeller MCP-Server für das Changelog-Management. Er funktioniert mit allen MCP-fä | 0 | Claude Code | 1 | — |
| jnpacker/gmail-mcp-server This is a purpose built MCP server, for reviewing all unread Gmail email and either skip ( | 0 | Claude Code, Gemini CLI | 3 | 1,299 tok |
| DevNarayanU/MCP-Nitro | 0 | Claude Code, Codex | 5 | — |
| kylemabry95/intervals.icu_to_claude_mcp_connection A standalone desktop application + Model Context Protocol (MCP) server that gives you comp | 0 | Claude Code, GitHub Copilot | 13 | 1,346 tok |
| lightlord77/pokemon-mcp MCP server exposing PokéAPI (core games) and PoGo API (Pokémon GO) data as tools | 0 | Claude Code | 2 | 495 tok |
| claudechen95/provenance-mcp | 0 | Claude Code | 1 | — |
| aphollis/fusion-spatial-mcp Fusion 360 MCP server with the spatial reasoning harness (sibling of rhino-gh-mcp) | 0 | Claude Code | 1 | 427 tok |
| kzkymn/place-ratings-analyzer An MCP server that fetches and analyzes Google Maps review ratings — not just the average | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 13 | 1,139 tok |
| utinou1860938/redmine-mcp-server MCP→Redmine API | 0 | Claude Code | 1 | 260 tok |
| bensons/mcp-exec | 0 | Claude Code | 1 | 1,662 tok |
| dannychou7911/jira-mcp | 0 | Claude Code | 1 | 1,001 tok |
| laschopin/better-email-mcp-worker | 0 | Claude Code, Codex, OpenCode | 2 | 3,364 tok |
| nehabhigna21/incident-commander mcp server | 0 | Claude Code, Codex | 5 | — |
| Alexisb1988/hevy-mcp | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 10 | 7,262 tok |
| soyalumno/chouseisan-mcp A local MCP server for reading and writing to 調整さん (chouseisan.com) from AI agents and the | 0 | Claude Code | 1 | 516 tok |
| pa1ch/yandex360-mcp MCP server for Yandex 360 services (Wiki, and more) — tools for AI assistants. Yandex Trac | 0 | Claude Code | 1 | 1,005 tok |
| suitable-adventures/suitable-loop Local production engineering MCP server — semantic code analysis, git risk scoring, and lo | 0 | Claude Code | 7 | — |