43,853 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 agents7,784Claude Code6,676Data and AI3,658Backend and APIs3,500Languages3,392Git and workflow3,252Planning3,233Code review2,768Testing2,420Memory and context2,364Writing and docs2,341DevOps and cloud2,330Research2,286Frontend2,271Security2,055Project management1,754
All Claude Code32,000 Codex23,558 OpenCode22,502 GitHub Copilot3,568 Gemini CLI1,915 Cursor1,737 Windsurf150 Kiro87
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| agroznykh/telegram-mcp-ag An MCP server for reading Telegram with voice message transcription (a wrapper around chig | 0 | Claude Code | 2 | 1,317 tok |
| AgRenting/agrenting-codex-plugin Hire remote Agrenting marketplace agents from OpenAI Codex through MCP | 0 | Codex, OpenCode | 1 | 61 tok |
| gautham-sai05/omni-mcp | 0 | Claude Code, Codex | 5 | — |
| nekhss/viyan-mcp | 0 | Claude Code, Codex | 5 | — |
| 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 |
| chris-page-gov/okf-ons chris-page-gov.github.io Open Knowledge Format bundle for discovering and selecting Office for National Statistics | 0 | Codex, OpenCode | 1 | 1,977 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 |
| firyomaefx/tradingview-chrome-mcp Local MCP server that lets Codex/Claude Code safely control Chrome for TradingView | 0 | Codex, OpenCode | 1 | 1,194 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 |
| B-A-M-N/TopHatMCP bridges ChatGPT with local coding agents through a leased job queue. It delivers queued pr | 0 | Codex, OpenCode | 1 | 3,632 tok |
| Amaldeep98/Claude-realtime-voice-mcp | 0 | Claude Code | 6 | — |
| rehanhaider/mcpsuite | 0 | Codex, OpenCode | 1 | 1,090 tok |
| 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 | — |
| msmirnyagin/wed-search-cloudflare Remote MCP server on Cloudflare Workers — smart web-search router across HTTP APIs, extern | 0 | Codex, OpenCode | 1 | 1,368 tok |
| kalcifield/eea-climate-data-mcp Agent-friendly, schema-aware access to European climate data from EEA Discodata | 0 | Codex, OpenCode | 1 | 783 tok |
| craftpip/kitchen-mcp | 0 | Codex, OpenCode | 1 | 1,859 tok |
| 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 |
| coderclub-team/firstMCP | 0 | Codex, OpenCode | 1 | 875 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 |
| francbonet/Adb-MCP-Server | 0 | Codex | 1 | — |
| johnnyclem/hypervault-mcp hypervault-mcp.vercel.app | 0 | Claude Code, Codex | 2 | — |
| powersurge01/shoot-email shoot-email-backend.powersurge.workers.dev Gives ChatGPT a real email inbox to send and receive messages, preserve conversation histo | 0 | Codex, OpenCode | 1 | 3,723 tok |
| BamButz/nextcloud-collectives-mcp Ein MCP-Server für den Zugriff auf die Nextcloud Collectives App | 0 | Codex, OpenCode | 1 | 1,433 tok |
| wahidianas/mcp-postgres Serveur MCP d'administration PostgreSQL (lecture + maintenance non destructive) : introspe | 0 | Claude Code | 5 | — |
| DP065U/STAAD-MCP | 0 | Codex, OpenCode | 1 | 880 tok |
| 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 |
| mwillbanks/elysia-mcp-adapter Expose Elysia HTTP routes, explicit tools, explicit resources, and explicit prompts over a | 0 | Codex, OpenCode | 1 | 746 tok |
| himanshugoel2797/LLMarr MCP server exposing *Arr stack style functionality to LLMs | 0 | Codex, OpenCode | 1 | 3,838 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 |
| inupaUdara/MCP-Todo | 0 | Codex, OpenCode | 1 | 360 tok |