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 |
|---|---|---|---|---|
| noahwang550/sy-automl-mcp | 0 | Claude Code | 1 | 6,361 tok |
| jiangnuonnuo/draw-mcp-server A small MCP tool for drawing with draw | 0 | Claude Code, Codex, OpenCode | 4 | 2,130 tok |
| chetto1983/turing_AgentMemory_MCP | 0 | Claude Code, Codex, OpenCode | 2 | 4,228 tok |
| Aptica-Solutions/a-mcp-runmeter Archived 2026-09-25. Canonical code: Aptica-Solutions/a-mcp-servers, servers/runmeter. | 0 | Claude Code, Codex, OpenCode | 4 | 4,651 tok |
| manutrip-pm-AI-Defense/Azure_MCP_Test This is a test MCP server | 0 | Claude Code | 1 | 1,598 tok |
| kimju1416/naver-land-mcp MCP server for querying Naver real estate listings and market prices (based on Seonh0/nave | 0 | Claude Code | 1 | 803 tok |
| yourlastnamesoundslikeatypeofpasta/acumatica-mcp-server A Model Context Protocol (MCP) server for Acumatica ERP | 0 | Claude Code | 3 | 319 tok |
| mhmdtaha091/bugscout Autonomous web QA agent — crawls any site, discovers user flows, finds functional + access | 0 | Claude Code | 1 | 510 tok |
| RaviTeja-438/zap-rag-mcp MCP server: ZAP RAG search only (PLAIN / HYBRID / HYBRID_RERANK) for Kilo and other agents | 0 | Claude Code, Codex | 2 | — |
| alanko0511/beaver-mcp Alan's personal remote MCP server. | 0 | Claude Code | 1 | 1,102 tok |
| syedasadabbas/Claude-MCP-for-Odoo | 0 | Claude Code | 1 | — |
| jpsweeney97/claude-code-docs-mcp BM25-indexed search MCP server for Claude Code documentation | 0 | Claude Code, Codex, OpenCode | 2 | 5,281 tok |
| codeforanchorage/anchorage-parcels-mcp | 0 | Claude Code | 1 | 2,391 tok |
| JanMaa/pkg-intel-mcp Package intelligence for AI coding agents. An MCP server that answers: is this npm package | 0 | Claude Code | 1 | 741 tok |
| codeforanchorage/audubon-iba-mcp | 0 | Claude Code | 1 | 2,495 tok |
| harshit-wadhwa/db-mcp | 0 | Claude Code, Codex | 1 | — |
| RithenReddy/excalidraw-mcp-app Copy of official Excalidraw MCP App Server (excalidraw/excalidraw-mcp) for hosting experim | 0 | Claude Code | 1 | 2,343 tok |
| yosuke-kirihata/mcp-paper-search | 0 | Claude Code | 1 | 952 tok |
| nicojan/humanizer-mcp Public, read-only MCP server: psycholinguistic rules and a deterministic checker for makin | 0 | Claude Code | 1 | 6,189 tok |
| amaanshaikh-dc/elevenlabs-agent-platform-mcp | 0 | Claude Code | 1 | 2,079 tok |
| mjmonster/fit-agent-mcp | 0 | Claude Code | 1 | 2,563 tok |
| artyomredko-collab/sapyx-mcpclone | 0 | Claude Code | 1 | 507 tok |
| amirjahfar1/Google-Search-Console-GSC-MCP MCP server connecting Google Search Console to Claude — 12 built-in SEO skills including a | 0 | Claude Code | 1 | 725 tok |
| the-mace/garmin-mcp-local Personal Garmin Connect MCP server: local SQLite cache, resumable backfill, rate-limited s | 0 | Claude Code, Codex, OpenCode | 2 | 202 tok |
| DaniBencz/mcp-weather an MCP server practice | 0 | Claude Code | 1 | — |
| yuldashboev/icafecloud-mcp | 0 | Claude Code | 1 | 994 tok |
| bartivs/yt-media-info-mcp Model Context Protocol (MCP) server that extracts rich metadata, transcripts, and search f | 0 | Claude Code, Codex, OpenCode | 6 | 2,081 tok |
| chiomao23/MCP-Detection-Knowledge-Bases An MCP server wrapping Hayabusa for Windows EVTX log scanning, extended with a detection e | 0 | Claude Code | 2 | 4,774 tok |
| theosera/claude_openai_image_mcp Security-first MCP server that generates images via OpenAI gpt-image-2 and returns them as | 0 | Claude Code | 3 | 851 tok |
| Joseadobbato13/automatizacion-mcp-navisworks Servidor MCP que controla Autodesk Navisworks Manage 2025 desde Claude vía plugin C# (insp | 0 | Claude Code | 1 | 340 tok |
| the-mace/loseit-mcp-local Local LoseIt scraper → SQLite → MCP server for Claude Desktop | 0 | Claude Code, Codex, OpenCode | 2 | 1,561 tok |
| mitchallen/mcp-hello-typescript-server | 0 | Claude Code | 1 | 2,438 tok |
| brchn6/LettuceMeet_CLI Unofficial MCP tools for LettuceMeet - create polls, view responses, find meeting overlaps | 0 | Claude Code, Codex | 1 | — |
| jthiruveedula/agent-memory-mcp jthiruveedula.github.io Self-improving agent memory MCP server with knowledge graph, preference learning, tool rec | 0 | Claude Code, GitHub Copilot | 3 | 1,400 tok |
| xiaocsdnshen/Hadoop-JobHistory-MCP-Server | 0 | Claude Code | 1 | 991 tok |
| Axcient/public-gateway-mcp An MCP for ax-public-gateway | 0 | Claude Code, Codex, Cursor, OpenCode | 2 | 970 tok |
| danizeap/Supabase-MCP | 0 | Claude Code | 2 | — |
| MickaelV0/demo-mcp Public shared memory (OKF markdown + links) — web + MCP, no auth | 0 | Claude Code | 1 | 1,145 tok |
| makedirectory/strata strata.mk-dir.com A registry-driven canvas for modeling cloud infrastructure as a typed graph: multi-cloud ( | 0 | Claude Code | 1 | 1,291 tok |
| Suchanon/learn-typescript-mcp | 0 | Claude Code | 1 | 992 tok |
| nmime/motiv-buy t.me Digital marketplace for motivated traffic across Telegram. Built with NestJS, TypeScript, | 0 | Claude Code | 2 | 3,028 tok |
| peekwez/gats GATS is a framework for actors (i.e., humans, AI agents, and applications) to execute inve | 0 | Claude Code | 9 | 3,306 tok |
| anasaltomy/naseej-desktop | 0 | Claude Code, Codex | 4 | — |