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 |
|---|---|---|---|---|
| charan-pagolu/deployflow-mcp | 0 | Claude Code | 1 | 629 tok |
| charan-pagolu/fhir-tools-mcp | 0 | Claude Code | 1 | 661 tok |
| letsagents/aseprite-mcp An MCP server that exposes Aseprite to AI clients — 76 tools for pixel art, animation & sp | 0 | Claude Code, Codex, OpenCode | 2 | 3,226 tok |
| randyaswin/editor-mcp | 0 | Claude Code, Codex | 1 | — |
| coco-ari/runbook-bridge 本地 Agent 运维工作台：按项目和环境连接 SSH、MySQL、Redis，通过 MCP 辅助排障，人工掌控连接与变更。 | 0 | Claude Code, Codex, OpenCode | 3 | 1,454 tok |
| pathofleastresistor/polr-mcp-workout | 0 | Claude Code | 1 | — |
| markus-michalski/wikijs-plugin Claude Code plugin for Wiki.js integration — MCP server + docs-wiki skill | 0 | Claude Code | 1 | 445 tok |
| Cynthiaflora/mcp | 0 | Claude Code | 2 | — |
| danielsuri/garmin-unofficial-mcp | 0 | Claude Code | 1 | 2,374 tok |
| daniel-ddtech/diorama tryadlicio.com Reproducible demo videos for Chrome extensions, recorded from a YAML beat sheet. Agent-ope | 0 | Claude Code | 1 | — |
| ragubaran/project-advisors-mcp Analyze software architecture, security, REST API, MCP, compliance, and dependencies. | 0 | Claude Code, Codex | 1 | — |
| bitcoinaustria/pretix-agent-mcp MCP server that lets AI agents run a self-hosted pretix instance — without the API credent | 0 | Claude Code, Codex, OpenCode | 3 | 1,788 tok |
| ShashankEd/demo-mcp-server This is a very small Model Context Protocol (MCP) example. | 0 | Claude Code, Codex, GitHub Copilot | 3 | 166 tok |
| trankhanh040147/chatgpt-mcp Cursor ↔ ChatGPT MCP handoff | 0 | Claude Code, Codex, Cursor, OpenCode | 10 | 1,566 tok |
| elias-ramzi/ClaudeCyclingMCP Author a structured cycling workout once; render it for MyWhoosh (.zwo) and Garmin Connect | 0 | Claude Code | 3 | 1,150 tok |
| kjoonha/nvim-ui-mcp nvim-ui-mcp lets AI agents **see, interact with, and verify the actual Neovim UI** through | 0 | Claude Code | 1 | 1,487 tok |
| vanamthrishul/ovb3-bridge MCP server + CLI for driving Oracle Visual Builder Studio / VBCS app development from Clau | 0 | Claude Code | 18 | — |
| GSA-TTS/mcp-server-usgs-nationalmap MCP Server for the USGS National Map APIs | 0 | Claude Code, Codex | 2 | — |
| bj-taduran/sendashield Self-hosted MCP server that filters sensitive content out of mail/calendar before it reach | 0 | Claude Code | 1 | 2,805 tok |
| jmcneil86043/file-conversion Library, CLI, and MCP server for converting between everyday file formats (CSV/Excel/Markd | 0 | Claude Code | 1 | 463 tok |
| soewal19/eracore-revit-mcp MCP Server for Autodesk Revit — BIM automation via LLM assistants | 0 | Claude Code, Codex, OpenCode | 2 | 4,708 tok |
| henriv/ehr-mcp | 0 | Claude Code | 1 | 1,513 tok |
| martin3000/mcp-server-unifi MCP server that gives AI models read/write access to a UniFi Network Controller (UniFi OS) | 0 | Claude Code | 1 | 3,525 tok |
| shawnro/qbo-mcp shawnro.github.io MCP server for QuickBooks Online - query, create, and edit accounting data with Claude | 0 | Claude Code | 2 | 2,712 tok |
| briandconnelly/moonbridge Connect your coding agent with Kimi for fresh perspectives, rigorous reviews, and delegate | 0 | Claude Code, Codex, OpenCode | 6 | 3,036 tok |
| gswartwood/sqlfluff-mcp-server MCP server exposing SQLFluff's lint/fix/parse over the Model Context Protocol | 0 | Claude Code | 2 | 942 tok |
| crodris/ctx Context-switching companion for git worktrees and coding-agent sessions: a board, recaps, | 0 | Claude Code | 1 | 747 tok |
| newcovid/LocalHands A guarded local MCP server that lets a cloud AI agent operate one real machine - path whit | 0 | Claude Code | 1 | 2,027 tok |
| Zom31C/1confdb-knw | 0 | Claude Code, Codex, OpenCode | 2 | 4,164 tok |
| JINDEZHIDIYE/linux-ssh-mcp | 0 | Claude Code | 1 | 2,305 tok |
| CarlSamma/mcp-bdm | 0 | Claude Code | 1 | 2,683 tok |
| princeruhulofficial/mcp-ai-roi-calculator MCP server that calculates ROI, break-even and cost projections for AI agents and automati | 0 | Claude Code | 1 | 180 tok |
| William12556/mcp-git A local git MCP server based on https://github.com/modelcontextprotocol/servers/tree/main/ | 0 | Claude Code | 3 | 438 tok |
| lukaisailovic/remarkable-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 702 tok |
| xiaogezi/taskcenter Local-first requirement radar for Codex and Claude sessions with MCP and hook integrations | 0 | Claude Code, Codex, OpenCode | 2 | 2,400 tok |
| AIEterprise/mcp-web-crawler mcp-web-crawler.vercel.app | 0 | Claude Code, Codex, OpenCode | 2 | 79 tok |
| jetwind/mcp-context-forge mcp-context-forge copy | 0 | Claude Code, Codex, OpenCode | 2 | 14,064 tok |
| Commodity-Price-API/commoditypriceapi-mcp | 0 | Claude Code | 1 | 686 tok |
| Klartika/gsc-mcp-server Google Search Console Insights with Claude AI for SEOs | 0 | Claude Code, Codex, OpenCode | 2 | 3,335 tok |
| quochuy/ai-coord-mcp MCP server providing a shared task queue and coordination layer for independently-launched | 0 | Claude Code, Codex, OpenCode | 2 | 1,191 tok |
| Service-Ai-LLC/todoist-ai Independent Git copy of Service-AI-HQ/todoist-ai — A set of tools to connect to AI agents, | 0 | Claude Code, Cursor | 2 | 223 tok |
| lukislp/studylife-mcp MCP server exposing StudyLife (self-hosted study platform) data to Claude and other MCP cl | 0 | Claude Code, GitHub Copilot | 2 | 1,968 tok |
| alexandreumatize/mcpanonimohealth Desidentificação local de documentos clínicos para uso seguro com agentes de IA | 0 | Claude Code, Codex, OpenCode | 2 | 1,088 tok |
| ixijxjgxidj-cmd/everything-MCP | 0 | Claude Code | 2 | 363 tok |
| davidmsawyer/discogs-mcp-v2 | 0 | Claude Code | 1 | 1,193 tok |
| ohnotnow/devnotes Tiny markdown dev notes for small teams - web UI, API and MCP server for agent capture and | 0 | Claude Code, Codex, OpenCode | 12 | 14,238 tok |
| DykstraSound/McProxy A local, multi-tenant MCP server framework with a browser-based connection manager | 0 | Claude Code | 1 | 975 tok |
| aayushchouhan24/limitless-reign-mcp AI-Powered Discord Bot Control | 100+ Tools | Works with Claude, ChatGPT, Cursor | 0 | Claude Code, Codex, OpenCode | 3 | 731 tok |
| InfiniteRoomLabs/gmail-ai-broker Auditable CLI + MCP server filling the gaps the official Gmail connector leaves open: atta | 0 | Claude Code | 1 | 1,254 tok |
| MrRolie/mm-ibkr-mcp Interactive Brokers MCP server for account monitoring, approvals, and basket trading | 0 | Claude Code, Codex, OpenCode | 5 | 939 tok |