22,198 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 agents7,609Claude Code6,644Data and AI3,677Backend and APIs3,502Languages3,403Planning3,220Git and workflow3,193Code review2,743Testing2,377Memory and context2,363DevOps and cloud2,314Writing and docs2,311Research2,293Frontend2,259Security2,022Productivity1,721
All Claude Code32,006 Codex23,251 OpenCode22,198 GitHub Copilot3,552 Gemini CLI1,917 Cursor1,737 Windsurf138 Kiro81
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| sandraschi/openclaw-molt-mcp FastMCP 2.14+ server bridging MCP clients ( Cursor, Antigrav, Claude …) with the OpenClaw | 3 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf | 6 | 2,475 tok |
| quiltdata/quilt-mcp-server | 3 | Claude Code, Codex, OpenCode | 12 | 1,142 tok |
| MTimma/knowerage Local MCP server that tracks AI analysis coverage against your codebase | 3 | Codex, OpenCode | 1 | 262 tok |
| pm990320/ultimate-playwright-mcp npmjs.com Multi-agent Playwright MCP server with tab group isolation — multiple AI agents share one | 3 | Codex, OpenCode | 1 | 333 tok |
| maxrabin/pdf-image-mcp | 3 | Codex, OpenCode | 1 | 68 tok |
| u9401066/pharmacy-mcp Pharmacy MCP Server - Drug information, dosage calculators, and interaction checkers via M | 3 | Claude Code, Codex, GitHub Copilot, OpenCode | 43 | 2,916 tok |
| zuohuiyang/dump-analyzer-mcp-server An MCP server for remote Windows Crash Dump analysis via CDB, enabling AI agents to debug | 3 | Codex, OpenCode | 1 | 1,809 tok |
| KultivatorConsulting/pikvm_mcp_server PiKVM MCP Server | 3 | Codex, OpenCode | 1 | 1,468 tok |
| 3062-in-zamud/knowledgine Developer Knowledge Infrastructure - Extract structured knowledge from your codebase for A | 3 | Claude Code, Codex, OpenCode | 7 | 1,801 tok |
| jgabor/finsliparn Finsliparn is a MCP Server and Claude Code Plugin that adapts Poetiq's ARC-AGI solver meth | 3 | Claude Code, Codex, OpenCode | 7 | 665 tok |
| yucx-go/agent-knowledge pypi.org AI agent knowledge & long-term memory · MCP server, knowledge graph, BM25 + RRF retrieval | 3 | Codex, OpenCode | 1 | 1,083 tok |
| antonlunden/vehicle-mcp Expose your vehicle's information, status, and control via MCP | 3 | Codex, OpenCode | 1 | 100 tok |
| chmouel/jayrah 🌞 Jayrah - Jira Terminal and web user interface and AI-powered command palette (MCP) 🌞 | 3 | Claude Code, Codex, GitHub Copilot, OpenCode | 4 | 1,222 tok |
| magnus919/mcp-shlink | 3 | Codex, OpenCode | 1 | 1,320 tok |
| CAPHTECH/pce-memory | 3 | Claude Code, Codex, OpenCode | 4 | 5,255 tok |
| mcpambassador/server mcpambassador.ai Open-source MCP governance proxy -- authentication, authorization, audit, and a marketplac | 3 | Codex, GitHub Copilot, OpenCode | 2 | 1,515 tok |
| Saperly/saperly-mcp MCP server for Saperly — give any AI agent a phone number | 3 | Codex, OpenCode | 1 | 2,467 tok |
| geoffmcc/sidekick Self-hosted, extensible AI agent platform with governed MCP tools, persistent project memo | 3 | Codex, OpenCode | 1 | 1,738 tok |
| Knuckles-Team/systems-manager System-Manager will update your system and install/upgrade applications. Supports Agentic | 3 | Claude Code, Codex, OpenCode | 2 | 4,701 tok |
| ham-zax/satori satori.hamza.my.id Agent-safe code retrieval for MCP coding agents: runtime-first search, exact reads, call g | 3 | Codex, OpenCode | 1 | 3,005 tok |
| joch/obsidian-connect-mcp Query your Obsidian vault using Dataview using an MCP | 3 | Codex, OpenCode | 1 | 2,238 tok |
| Yongthyuan/agent-context-bridge yongthyuan.github.io Local-first context bridge and CC Switch installable MCP handoff integration for coding ag | 3 | Codex, OpenCode | 1 | 649 tok |
| bugparty/resume-mcp-server | 3 | Codex, Cursor, OpenCode | 2 | 2,587 tok |
| gagahkharismanuary/tradingview-mcp-codex TradingView MCP Bridge for Codex | 3 | Codex, OpenCode | 1 | 191 tok |
| WagoAlex/wago-plc-mcp-server | 3 | Codex, OpenCode | 1 | 3,128 tok |
| danchev/openmarkets docs.openmarkets.dev A Model Context Protocol (MCP) server for agentic retrieval of financial market data | 3 | Claude Code, Codex, GitHub Copilot, OpenCode | 9 | 8,910 tok |
| greenhouselabs/cuescope-mcp greenhouselabs.io CueScope: read-first production intelligence for workflows compatible with vMix | 3 | Claude Code, Codex, OpenCode | 2 | 1,635 tok |
| max1ab/rss-news MCP tool to get NEWS from RSS | 3 | Codex, OpenCode | 1 | 727 tok |
| seandearnaley/mcp-warden-magento-ts | 3 | Claude Code, Codex, OpenCode | 2 | 1,782 tok |
| briandconnelly/codex-in-claude Call OpenAI Codex from Claude Code for delegation, review, and second opinions | 3 | Claude Code, Codex, OpenCode | 9 | 6,489 tok |
| hcross/videogame-encyclopedia-mcp-server A MCP server dedicated to videogame information and visual assets searching and fetching. | 3 | Codex, OpenCode | 1 | 407 tok |
| johnneerdael/google-mailpilot johnneerdael.github.io A Gmail IMAP/SMTP Client for AI Agents with Calendar Integration | 3 | Codex, OpenCode | 1 | 4,322 tok |
| HappyMonkeyAI/DynamicMCPProxy A smart MCP proxy server that **lazily loads relevant MCP tool servers based on your proje | 3 | Codex, OpenCode | 1 | 844 tok |
| theagenticguy/opencodehub theagenticguy.github.io Apache-2.0 code intelligence for AI coding agents. Graph-based impact analysis, blast radi | 3 | Claude Code, Codex, OpenCode | 16 | 2,984 tok |
| ashcastelinocs124/master-mcp master-mcp.vercel.app | 3 | Codex, OpenCode | 1 | 1,497 tok |
| CrispyW0nton/Unreal-MCP-Ghost | 3 | Codex, OpenCode | 1 | 195 tok |
| Bluezeamer/PrecisionContextEngine PCE is a codebase analysis MCP tool that uses a wrapper around serena and an agent mechani | 3 | Codex, OpenCode | 1 | 355 tok |
| willorn/mcp-yashan An MCP (Model Context Protocol) server for connecting to YashanDB, enabling AI assistants | 3 | Codex, OpenCode | 1 | 535 tok |
| henrikogaard/infomaniak-mcp A unified Model Context Protocol (MCP) server that gives AI agents full access to your Inf | 3 | Codex, OpenCode | 1 | 1,369 tok |
| divikwu/figcraft AI-driven Figma plugin that follows design specs. MCP bridge between IDE and Figma. | 3 | Claude Code, Codex, OpenCode | 3 | 9,627 tok |
| igrechuhin/Cortex | 3 | Claude Code, Codex, OpenCode | 6 | 6,359 tok |
| Ichliebedich1/mimo-bridge-mcp An MCP with an admin dashboard that lets Codex and other Agent tools perform analysis and | 3 | Codex, OpenCode | 1 | 1,008 tok |
| bcharleson/prospeo-cli CLI and MCP server for the Prospeo API — person/company enrichment and search for AI agent | 3 | Claude Code, Codex, OpenCode | 2 | 7,630 tok |
| geleynse/gantry MCP proxy and live dashboard for Space Molt AI fleets. Compound tools, guardrails, multi-a | 3 | Claude Code, Codex, OpenCode | 18 | 1,768 tok |
| ogprotege/amex-anaylsis-mcp Amex-Analysis-MCP is a sophisticated financial analysis tool that transforms your American | 3 | Codex, OpenCode | 1 | 405 tok |
| mzkrasner/grok-x-insights-mcp Real-time social intelligence from X/Twitter for AI assistants — powered by Grok's live se | 3 | Claude Code, Codex, OpenCode | 3 | 2,501 tok |
| DoppiaG93/ctxmem Git-native, shareable project memory for AI coding agents — fully local, no cloud. | 3 | Codex, OpenCode | 1 | 830 tok |
| gaia-research/gaia-mcp Agent-native discovery, trust, installation, and progression interface for the Gaia Skill | 3 | Claude Code, Codex, OpenCode | 2 | 1,131 tok |
| sopyk/docker-mcpilots Give AI Agents a hand for managing Docker (MCP Server) — manage containers well on Synolog | 3 | OpenCode | 1 | — |
| alfianyusufabdullah/figma-proxy-mcp Live Figma access for AI agents via MCP — no subscription, no REST API, no rate limits, no | 3 | Claude Code, Codex, OpenCode | 2 | 2,669 tok |