31,986 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 agents7,699Claude Code6,660Data and AI3,668Backend and APIs3,501Languages3,399Planning3,231Git and workflow3,226Code review2,759Testing2,389Memory and context2,368Writing and docs2,333DevOps and cloud2,313Research2,290Frontend2,267Security2,038Project management1,731
All Claude Code31,986 Codex23,430 OpenCode22,372 GitHub Copilot3,564 Gemini CLI1,915 Cursor1,742 Windsurf150 Kiro84
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| yuneunmi814-cmyk/legal-navigator-mcp MCP server providing labor dispute information, procedures, and standard forms (submitted | 1 | Claude Code | 1 | 818 tok |
| FiveOhhWon/summarize-mcp An MCP server that converts text summaries to speech using OpenAI TTS and plays them in th | 1 | Claude Code | 1 | 464 tok |
| VXConsulting/claude-rag-mcp MCP server providing RAG context and failure capture for Claude Code | 1 | Claude Code | 1 | 602 tok |
| ex-takashima/grok-imagine-video-mcp-server | 1 | Claude Code | 1 | 3,554 tok |
| FlorianSp2000/secure-cluster-mcp MCP Server allowing guarded interaction for coding agents with Slurm Cluster, intended for | 1 | Claude Code | 1 | 312 tok |
| dna-seq/just-prs-mcp Just-PRS MCP server | 1 | Claude Code, Codex, OpenCode | 4 | 3,963 tok |
| stuartbrameld/posthog-mcp | 1 | Claude Code | 1 | 1,242 tok |
| Nitjsefnie-Harness-Commons/daedalus Browser bridge for agents: drive a real Chrome instance over HTTP, MCP or CLI | 1 | Claude Code, Codex, OpenCode | 3 | 6,962 tok |
| m2ux/workflow-server A Model Context Protocol (MCP) server for AI agent workflow orchestration. Create high-fid | 1 | Claude Code, Codex, Cursor, OpenCode | 3 | 1,959 tok |
| jain-eshan/google-trends-mcp Local MCP server for querying Google Trends (search interest, related queries/topics, regi | 1 | Claude Code | 1 | — |
| rcz87/McPCG | 1 | Claude Code | 1 | 1,578 tok |
| ShakyPizza/osrs-mcp MCP server for Old School RuneScape. Gives an AI agent eyes and knowledge for OSRS. | 1 | Claude Code | 1 | — |
| neethanwu/joa Persistent activity journal for AI agents. Log decisions, file changes, errors, and observ | 1 | Claude Code | 1 | 408 tok |
| emre6943/TrackFusionMcp trackfusion.me An Mcp for https://trackfusion.me | 1 | Claude Code | 1 | 1,521 tok |
| bastiaan365/mcp-it-ops MCP server for IT operations — query Active Directory, manage Intune devices, check M365 h | 1 | Claude Code | 2 | 2,036 tok |
| johnzfitch/raley-bot A grocery shopping assistant that wraps a grocery store’s web API with intelligent product | 1 | Claude Code | 1 | 1,211 tok |
| sweatco/zoom-mcp Zoom MCP by Sweatco Ltd | 1 | Claude Code | 1 | 898 tok |
| sjmatta/gedcom-mcp | 1 | Claude Code | 1 | 4,437 tok |
| developerz-ai/ai-gaming-agent-mcp | 1 | Claude Code | 1 | 3,000 tok |
| jessepike/diagram-forge diagram-forge.vercel.app MCP server for generating enterprise-grade architecture diagrams via AI image providers (G | 1 | Claude Code | 2 | 780 tok |
| jesse-smith/dbmcp A Model Context Protocol (MCP) server that enables AI assistants like Claude to explore an | 1 | Claude Code | 24 | 1,231 tok |
| wallpapa/WhisperCUT whispercut-delta.vercel.app AI-native vertical video factory for Claude Cowork — MCP server with 7 tools: analyze, cut | 1 | Claude Code | 14 | 961 tok |
| Satttoshi/jira-mcp Custom read only atlassian MCP Server for reading Jira Tickets | 1 | Claude Code | 3 | 300 tok |
| alex2zimmermann-ux/strapi-mcp smithery.ai MCP Server for Strapi CMS - AI-powered content management with 20 tools, 3 prompts, 1 reso | 1 | Claude Code | 1 | 1,856 tok |
| brentm5/paprika-mcp-server An MCP Server for the Paprika Recipe Manager | 1 | Claude Code | 2 | 1,221 tok |
| Mittenzx/Adastrea-MCP | 1 | Claude Code | 4 | — |
| dereknguyen269/mcp-kb-server | 1 | Claude Code, Kiro | 2 | 820 tok |
| SolanceLab/arachne-discord-mcp One Discord bot, unlimited AI identities. Multi-tenant MCP server with per-entity encrypti | 1 | Claude Code | 1 | 531 tok |
| watahani/authlete-mcp AI generated mcp server for Authlete service&client management | 1 | Claude Code | 1 | 3,682 tok |
| cocodedk/codescan Code scanner and MCP Server | 1 | Claude Code | 1 | 920 tok |
| karenrebecag/analytics-mcp Unified web-analytics MCP server — GA4, Cloudflare, Vercel and Search Console behind one n | 1 | Claude Code | 17 | 637 tok |
| browserkit-dev/browserkit Framework for building site-specific MCP servers over authenticated browser sessions | 1 | Claude Code, Codex, OpenCode | 10 | 5,853 tok |
| chrisjohntapp/suse-mcp MCP server to interact with SUSE Linux ecosystem | 1 | Claude Code, Codex, OpenCode | 2 | 103 tok |
| jonathanposovatz/meta-ads-mcp-server MCP Server for Meta Marketing API — campaign performance, creative analysis, audience brea | 1 | Claude Code | 1 | 241 tok |
| furrytailapps/mcp-sgu sgu-mcp.vercel.app MCP server for SGU (Sveriges Geologiska Undersökning) geological data API | 1 | Claude Code | 1 | 203 tok |
| RodrigoFlorencio86/mcp-mercado-bitcoin MCP Server for Mercado Bitcoin — trade, monitor and manage your crypto portfolio via any L | 1 | Claude Code | 1 | 613 tok |
| perilevy/lsp-intelligence LSP-powered code intelligence MCP server for AI coding agents — find references, impact tr | 1 | Claude Code | 1 | 817 tok |
| henrychong-ai/mcp-neo4j-knowledge-graph henrychong.com Neo4j knowledge graph MCP server with temporal versioning, semantic search, and vector emb | 1 | Claude Code | 1 | 8,213 tok |
| tannht/gg-workspace-mcp | 1 | Claude Code | 1 | 723 tok |
| ag4852/memory-bear MCP server-based personal knowledge management system to solve AI assistant memory retri | 1 | Claude Code | 1 | 809 tok |
| andrewlwn77/undetected-chrome-mcp Model Context Protocol server for undetected browser automation. Drop-in replacement for s | 1 | Claude Code | 1 | 1,624 tok |
| BANCS-Norway/claude_session_coordinator MCP server enabling seamless state coordination and communication between multiple Clau | 1 | Claude Code | 1 | 1,814 tok |
| vicquick/nobrainr Persistent memory and knowledge graph for AI agents via MCP — PostgreSQL + pgvector + Olla | 1 | Claude Code | 1 | 7,057 tok |
| mpalermiti/claude-spend mpalermiti.github.io See where your Claude Code tokens go. Deep analytics, date filtering, MCP server. | 1 | Claude Code | 1 | 1,428 tok |
| itsme-shawn/algoKit-mcp algokit-mcp.vercel.app Baekjoon (BOJ) and Programmers MCP Toolkit for algorithm learning. | 1 | Claude Code | 1 | 3,140 tok |
| rc-ventura/fantasy-gamebook-engine rc-ventura.github.io Solo-play Fighting Fantasy-style gamebook engine: an AI Game Master narrates while all ran | 1 | Claude Code | 8 | 3,111 tok |
| Foxhunt/gitlab-mcp-server | 1 | Claude Code, Codex | 1 | — |
| imankgoyal/hypothesis-mcp MCP server for the Hypothesis annotation service — gives Claude access to your annotations | 1 | Claude Code | 1 | — |
| ergunsh/ask-user-mcp-app ask-user-mcp-app.vercel.app An MCP App that enables AI agents to ask users multiple questions with tab-based navigatio | 1 | Claude Code, Codex, OpenCode | 2 | 4,575 tok |
| dr-code/tessera Persistent codebase memory for Claude Code — open source MCP server | 1 | Claude Code, Codex, OpenCode | 14 | 3,241 tok |