3,543 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 agents7,521Claude Code6,606Data and AI3,688Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,296Research2,295Frontend2,250Security2,004Productivity1,709
All Claude Code32,116 Codex23,280 OpenCode22,053 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| kazuki0529/ssh-inspector-mcp | 0 | GitHub Copilot | 1 | 219 tok |
| cyber-lazer-mermicorn/mcp-hub mcp-hub - Cutting-edge AI infrastructure | 0 | Codex, GitHub Copilot, OpenCode | 2 | 451 tok |
| 3lehr/brainlehr Deterministic, offline-capable knowledge store for any MCP client (Claude, Codex, Hermes, | 0 | Claude Code, GitHub Copilot | 8 | 1,697 tok |
| nambatipudi/mcpipe-toolchain MCPipe Toolchain — an MCP server + Electron app bridging AI clients to Confluence, GitHub, | 0 | GitHub Copilot | 1 | 1,546 tok |
| ashishgituser/bunkervm ashishgituser.github.io Time-travel debugging for AI agent sandboxes — Firecracker microVMs with record, snapshot, | 0 | Claude Code, GitHub Copilot | 2 | 3,877 tok |
| user-ic/vscode_mcp | 0 | GitHub Copilot | 1 | 333 tok |
| ShashankEd/demo-mcp-server This is a very small Model Context Protocol (MCP) example. | 0 | Claude Code, Codex, GitHub Copilot | 3 | 166 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 | 3,098 tok |
| WorldCentralKitchen/google_workspace_mcp workspacemcp.com Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive w | 0 | GitHub Copilot | 1 | 1,129 tok |
| humyai99/mcp-zyxel | 0 | GitHub Copilot | 1 | 318 tok |
| anshrajore/atelier-mcp Atelier is an MCP server and agent skill pack that adds post-generation quality gates to v | 0 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode | 4 | 1,967 tok |
| IsoCodeCrafter/PCP Standardize Context, Not Intelligence. An open protocol and MCP server for preserving proj | 0 | Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode | 5 | 3,290 tok |
| luizanunciostoca/toca-mcp-server | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 23 | 1,778 tok |
| t1nk333r/mcp-dockhand MCP Server for Dockhand Docker Management - exposes 130+ API endpoints as MCP tools | 0 | Claude Code, GitHub Copilot | 4 | 2,345 tok |
| Lumitorus/freecad-mcp-next FreeCAD MCP(Model Context Protocol) server | 0 | GitHub Copilot | 1 | 413 tok |
| hassanvfx/mcp-data-analysis-agent Local-first, governed MCP analytics for SQLite and PostgreSQL. | 0 | Codex, GitHub Copilot, OpenCode | 2 | 1,091 tok |
| TuanLdv/testcase-generator-mcp-starter-qc Basic Testcase generation using Cursor AI & MCP. | 0 | GitHub Copilot | 1 | 629 tok |
| wylienorthwind/datto-rmm-mcp | 0 | GitHub Copilot | 1 | 858 tok |
| nimelkot/astra Hybrid code intelligence for AI agents: Python AST graphs, local semantic search, CLI, and | 0 | GitHub Copilot | 1 | 52 tok |
| Caucus-Race/copilot-datagate Copilot MCP server for accessing DB | 0 | GitHub Copilot | 1 | 1,397 tok |
| jmjava/obsidian-mcp | 0 | GitHub Copilot | 1 | 549 tok |
| brwbo/apic apic - app-to-API compiler: a computer-use agent explores an app once and emits a verified | 0 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 993 tok |
| Builderstar/youtube-music-cli-mcp-fork Unofficial involvex/youtube-music-cli fork adding a local stdio MCP server; not affiliated | 0 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 6 | 6,513 tok |
| JDelgadoCMG/ninjaone-mcp1 | 0 | GitHub Copilot | 1 | 858 tok |
| RianHarahap/mcp-server | 0 | GitHub Copilot | 1 | 181 tok |
| MaximSantalov/ai_agent_mcp_jira | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 4 | 2,281 tok |
| DawidNowak/mcp-proxy Hardening MCP proxy: per-profile tool filtering, Streamable HTTP downstream, observability | 0 | GitHub Copilot | 1 | 1,010 tok |
| Nikel-san/AtlMCPforDC | 0 | Codex, GitHub Copilot, OpenCode | 2 | 2,276 tok |
| nathaniel-gordon/memcurve Temporal memory for AI assistants using the Ebbinghaus forgetting curve with MCP server in | 0 | GitHub Copilot | 5 | 19,900 tok |
| H1er0/Azure-Files-MCP | 0 | GitHub Copilot | 1 | 87 tok |
| sberlo9/connectwise-manage-mcp-1 | 0 | GitHub Copilot | 1 | 857 tok |
| sberlo9/connectwise-manage-mcp | 0 | GitHub Copilot | 1 | 857 tok |
| samisouabni/exoscale-mcp An MCP (Model Context Protocol) server that enables AI assistants to manage [Exoscale](htt | 0 | GitHub Copilot, Cursor | 2 | 381 tok |
| Gyanprakash136/NextsageAI nextsageai.vercel.app Enterprise-grade, human-reviewed network troubleshooting assistant for Cisco labs powered | 0 | GitHub Copilot | 1 | 116 tok |
| sugunagottipati/GoogMcpServer | 0 | GitHub Copilot | 1 | 78 tok |
| CoReason-AI/coreason-mcp-registry A community driven registry service for Model Context Protocol (MCP) servers. | 0 | Claude Code, GitHub Copilot | 2 | 277 tok |
| shabiokscode/appraisal-tracker-mcp | 0 | GitHub Copilot | 1 | 524 tok |
| forgesworn/402-mcp 402.pub 402 client MCP - AI agents discover, pay for, and consume L402 + x402 APIs | 0 | Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode | 5 | 3,127 tok |
| benseverndev-oss/goldenpipe [Archived] Now part of the Golden Suite monorepo: github.com/benseverndev-oss/goldenmatch | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 6,031 tok |
| launch-it-labs/log-reducer VS Code extension that reduces log files for AI consumption | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 4 | 613 tok |
| mako10k/mcp-integrated-search-server Integrated Search MCP Server - Google Custom Search + Redmine API integration for AI assis | 0 | GitHub Copilot | 1 | 5,222 tok |
| huberp/mcp-oauth-mcpserver-blueprint A blueprint for a OAuth-enabled MCP server. | 0 | GitHub Copilot | 1 | 3,240 tok |
| ASISaga/linkedin.asisaga.com Through this LinkedIn MCP server, AI assistants like Claude can connect to LinkedIn using | 0 | Claude Code, GitHub Copilot | 18 | 6,726 tok |
| frankxai/agentic-ops-hub Agentic Ops Hub: configuration control plane for AI coding agents, agent-harness alignment | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 5 | 1,565 tok |
| RorroRojas3/awesome-claude-copilot Agents, skills, instructions, and Mcps repository for both Claude Code and GitHub Copilot | 0 | Claude Code, GitHub Copilot | 34 | 9,741 tok |
| JimmyPaolini/codebase Jimmy's codebase | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 10 | 28,123 tok |
| Snovak99/personal-mcp | 0 | GitHub Copilot | 1 | 227 tok |
| bobby169/mcp-server-weather mcp-server-weather | 0 | GitHub Copilot | 1 | 100 tok |
| fovi-llc/radicle-mcp MCP Server for radicle.xyz decentralized git-based PR and issues | 0 | GitHub Copilot | 1 | 375 tok |
| nieperdragon/custom_mcp MCP Server with custom tools using the the playwright mcp | 0 | GitHub Copilot | 1 | 261 tok |