24,842 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971
All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| dot-do/mcp | 0 | Claude Code, Codex, OpenCode | 2 | 2,189 tok |
| justinpreston/mcp-router | 0 | Codex, GitHub Copilot, OpenCode | 2 | 8,457 tok |
| capyBearista/gemini-researcher-mcp npmjs.com A research proxy that lets Claude, Cursor, and other MCP clients utilize Gemini's generous | 0 | Codex, OpenCode | 1 | 1,182 tok |
| kirchik95/testops-mcp | 0 | Codex, OpenCode | 1 | 453 tok |
| sarveshkapre/cve-risk-mcp | 0 | Codex, OpenCode | 1 | 49 tok |
| vsv21gml/mcp-ssd | 0 | Codex, OpenCode | 1 | 480 tok |
| mic-havock/model-context-protocol MCP Demo Workspace | 0 | Codex, OpenCode | 1 | 396 tok |
| AngeelVallem/pipefy-mcp | 0 | Claude Code, Codex | 1 | — |
| AndersHsueh/Ax-LocalTools-MCP LocalTools MCP | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 4,432 tok |
| Davont/my-compoent-mcp | 0 | Claude Code, Codex, OpenCode | 6 | 1,971 tok |
| jdelon02/ims-mcp | 0 | Codex, OpenCode | 1 | 2,696 tok |
| marianstefi20/decision-os-mcp MCP server for Decision OS — LLM-native decision tracking and learning system that capture | 0 | Claude Code, Codex, OpenCode | 2 | 1,144 tok |
| saxenanurag/strava-mcp MCP server for Strava API - Connect AI agents to your athletic data. Retrieve athlete stat | 0 | Codex, OpenCode | 1 | 303 tok |
| xkloveme/cloud-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 2,317 tok |
| RocwoDev/McpServer Lightweight MCP server that exposes web search and page fetching tools | 0 | Codex, OpenCode | 1 | 1,342 tok |
| atlcomgit/mcp-ssh | 0 | Claude Code, Codex | 1 | — |
| aktsmm/FY26_techconnect_saiten Saiten - Multi-agent scoring system for Agents League @ TechConnect. Orchestrator-Workers | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 13 | 1,187 tok |
| baoduy/drunk-mcp-proxy deepwiki.com The mcp proxy service | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 8 | 16,225 tok |
| Prekzursil/omniaudit-mcp Single self-hosted enterprise MCP connector: AuditLens, SiteLint, Release Butler | 0 | Codex, OpenCode | 1 | 299 tok |
| duhman/volterra-knowledge-engine Enterprise Document Ingestion with AI Embeddings — Multi-source ingestion pipeline with pg | 0 | Codex, OpenCode | 1 | 659 tok |
| camilojourney/holusight codesight-nine.vercel.app MCP server for semantic code search — hybrid BM25 + vector retrieval with RRF | 0 | Claude Code, Codex, OpenCode | 15 | 1,954 tok |
| ChrisLAS/podhome-mcp | 0 | Codex, OpenCode | 1 | 3,679 tok |
| Enockkipkoech/project-planner-ai-MCP project-planner.nodeg.workers.dev A Model Context Protocol (MCP) server for AI-powered project and task management — create | 0 | Codex, OpenCode | 1 | 293 tok |
| xydong-web/mcp-nexus MCP Nexus release repository | 0 | Claude Code, Codex, OpenCode | 2 | 286 tok |
| cmillstead/basalt-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 2,380 tok |
| SajidAlee1/expo-mcp | 0 | Codex, OpenCode | 1 | 2,028 tok |
| dragomirweb/gitlab-review-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 3,024 tok |
| agencian1/mcp-runrunit MCP runrunit para utilização interna dos colaboradores | 0 | Codex, OpenCode | 1 | 611 tok |
| w01fgang/mcp-design-comparison | 0 | Codex, OpenCode | 1 | 1,306 tok |
| mistakeknot/interdeep Deep research plugin — content extraction and research orchestration via MCP tools | 0 | Claude Code, Codex, OpenCode | 2 | 1,761 tok |
| traikdude/enhanced-multimedia-analysis-mcp 🎬 A Model Context Protocol (MCP) server for professional multimedia content analysis and | 0 | Claude Code, Codex, OpenCode | 2 | 545 tok |
| maderwin/pinchtab-mcp maderwin.github.io MCP server for PinchTab — control Chrome (or any Chromium browser) via accessibility tree | 0 | Codex, OpenCode | 1 | 728 tok |
| mizuka-wu/mihome-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 755 tok |
| gabriel-romero-poza/synapse-mcp | 0 | Codex, OpenCode | 1 | 555 tok |
| wyattowalsh/mcp-crawl4ai mcp-crawl4ai.vercel.app MCP (Model Context Protocol) server wrapping Crawl4AI library as functions using Python | 0 | Codex, OpenCode | 1 | 1,254 tok |
| rahulpowar/prismic-content-mcp Prismic content MCP server | 0 | Codex, OpenCode | 1 | 2,121 tok |
| ryanyogan/fizzy-mcp MCP Server for Fizzy.do | Have your agents read from Fizzy, or create new tickets and much | 0 | Codex, OpenCode | 1 | 960 tok |
| ThomasCrouzet/mcp-grand-lyon Local read-only MCP server aggregating Métropole de Lyon open data (TCL, Vélo’v, parking, | 0 | Codex, OpenCode | 1 | 1,995 tok |
| MasterWushi/librarian-mcp Local MCP server for a git-backed Obsidian knowledge vault | 0 | Claude Code, Codex, OpenCode | 2 | 923 tok |
| vadim-filimonov/openrater vadim-filimonov.github.io Turn P&C rate filings into working, auditable rating engines — an AI transcribes, a determ | 0 | Codex, OpenCode | 1 | 796 tok |
| jaggernaut007/nexus-mcp jaggernaut007.github.io Local code-intelligence MCP server for Claude Code, Codex and Cursor… Try it on your repo: | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 5,138 tok |
| santiagosanmartinn/mcpui5server Servidor MCP - SAPUI5 | 0 | Claude Code, Codex, OpenCode | 2 | 497 tok |
| TarminaRX/request-mcp-server | 0 | Codex, OpenCode | 1 | 723 tok |
| oreneHack/okta_mcp | 0 | Claude Code, Codex, OpenCode | 2 | 574 tok |
| learn-deck/learndeck A local, open-source learning app with AI guides, Markdown courses, and MCP. | 0 | Claude Code, Codex, OpenCode | 2 | 670 tok |
| aarontrmartin/code-indexer Local code indexer - mcp to agents | 0 | Codex, OpenCode | 1 | 221 tok |
| IntegSec/turbopentest-mcp MCP server for TurboPentest — AI-powered penetration testing from your coding assistant | 0 | Codex, OpenCode | 1 | 594 tok |
| MarcoAR1/botuyo-mcp BotUyo MCP Server - create and manage AI agents via Model Context Protocol | 0 | Claude Code, Codex | 1 | — |
| dkurti/HA-mcp | 0 | Claude Code, Codex, OpenCode | 6 | 7,286 tok |
| obaratch/local-context-mcp An MCP experiment for local context assistance | 0 | Codex, GitHub Copilot, OpenCode | 2 | 851 tok |