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 Code31,986 Codex23,463 OpenCode22,407 GitHub Copilot3,565 Gemini CLI1,914 Cursor1,740 Windsurf150 Kiro84
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| ex-takashima/glm-image-mcp-server | 0 | Claude Code | 1 | 469 tok |
| block-88/gemini-computer-use-mcp A minimal MCP wrapper for Gemini Computer Use | 0 | Claude Code | 1 | — |
| shameelcinemagics/trello_mcp | 0 | Claude Code | 1 | 893 tok |
| jjsmackay/obsidian-git-sync-mcp | 0 | Claude Code | 1 | 454 tok |
| jclement/parks-mcp Camp, Eh? — campsite availability across Canadian park reservation systems (Alberta, BC, P | 0 | Claude Code | 5 | — |
| ssasuoirafen/airflow-mcp-server MCP server for Apache Airflow 2 over the REST API | 0 | Claude Code, Codex, OpenCode | 2 | 413 tok |
| jsardinia/motion-mcp-server | 0 | Claude Code, Codex, OpenCode | 2 | 1,949 tok |
| skromesch/mcplogview MCP server for exposing local and SSH log files as tools for AI agents | 0 | Claude Code | 1 | 440 tok |
| timotheeiss/semantic-hints-mcp An MCP server to extract semantic hints from a GUI app | 0 | Claude Code, Codex, OpenCode | 2 | 124 tok |
| benoib/roast-mcp-app | 0 | Claude Code, Codex, OpenCode | 2 | 29 tok |
| myers-gh1328/tiny-loki-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 134 tok |
| san-rat/latex-mcp MCP server for LLM-driven LaTeX compile/inspect loops via Overleaf's CLSI, with a web UI | 0 | Claude Code | 1 | 1,684 tok |
| vijayanan6/mcp-project | 0 | Claude Code | 2 | 7,860 tok |
| vkmtx/veil-mcp npmjs.com Agent-native shell as an MCP server — quiet-by-default, addressable detail, effects-as-dat | 0 | Claude Code | 1 | 589 tok |
| ProvisioInsights/LivingAtlas Living Atlas: private-first knowledge graph architecture, contracts, Cloudflare bootstrap, | 0 | Claude Code, Codex, OpenCode | 2 | 849 tok |
| LaggySon/bbagent Autonomous ESPN fantasy baseball manager — lineup/IL optimization, waivers, fairness-gated | 0 | Claude Code | 1 | 706 tok |
| JerryWhites/research-loop AI-moderated user-research pipeline: voice/text interviews → auto-analysis → semantic sear | 0 | Claude Code, Codex, OpenCode | 2 | 1,281 tok |
| stevehaskew/churchsuite-mcp | 0 | Claude Code | 1 | 403 tok |
| kud/mcp-bsky kud.io MCP server for Bluesky — search, read, and post via the AT Protocol. | 0 | Claude Code | 1 | 226 tok |
| elfensky/macos-apps-mcp One consolidated MCP server for native macOS apps (Calendar, Reminders, Mail, …) — Python | 0 | Claude Code, Codex, OpenCode | 2 | 1,278 tok |
| yfysnp/apple-mcp | 0 | Claude Code | 1 | 271 tok |
| DC925928496/AI-godot-mcp AI-godot-mcp is a standalone Godot MCP service scaffold focused on real game development w | 0 | Claude Code, Codex, OpenCode | 5 | 251 tok |
| liewcc/Herald_MCP Peer-to-peer AI communication system — lets Claude instances on different machines talk to | 0 | Claude Code | 1 | 1,142 tok |
| zhixuan2333/PPK2-MCP | 0 | Claude Code | 1 | — |
| Lobang-Scout/sg-connectors Free, no-auth MCP connectors for Singapore SME data surfaces. First: sg-company-lookup (AC | 0 | Claude Code | 1 | 495 tok |
| shadid06/github-issue-tracker-mcp | 0 | Claude Code | 1 | 746 tok |
| Rajpopzein/yt-mcp yt-mcp-ashy.vercel.app | 0 | Claude Code, Codex | 5 | — |
| im-girisankar/mcp-toolbox [WIP experiment] MCP server exposing repo-search, reliability, and redteam tools to agents | 0 | Claude Code | 1 | 214 tok |
| raldypessireron-dev/tradingview-mcp TradingView MCP server - control TradingView Desktop via Claude | 0 | Claude Code | 1 | 1,873 tok |
| Abhiroy17/tradingview-mcp | 0 | Claude Code, GitHub Copilot | 2 | 4,753 tok |
| matthijs1000/indesign-mcp MCP server that connects Claude Code to Adobe InDesign via osascript + ExtendScript | 0 | Claude Code | 1 | 830 tok |
| expandingideas-ai/Mnemo-MCP | 0 | Claude Code, Codex, OpenCode | 2 | 6,417 tok |
| cmagorian/trainheroicMcp TrainHeroic MCP | 0 | Claude Code | 1 | 1,237 tok |
| scotteratigan/minecraft-rcon-mcp | 0 | Claude Code | 1 | 1,008 tok |
| albeorla/personal-finance-agent Local MCP server giving an AI agent grounded, evidence-backed personal-finance tools: cash | 0 | Claude Code, Codex, OpenCode | 4 | 303 tok |
| TrevorSquillario/ome-mcp Unofficial OME MCP Server | 0 | Claude Code | 1 | 1,644 tok |
| SPS-Tech-is-now/weblogic-mcp This repository contains the MCP server for Weblogic | 0 | Claude Code | 1 | 2,449 tok |
| a-g-e-n-t-s/mcp-server-discord KĀDI mcp-server-discord | 0 | Claude Code | 1 | 2,916 tok |
| a-g-e-n-t-s/mcp-server-slack KĀDI mcp-server-slack | 0 | Claude Code | 1 | 3,078 tok |
| a-g-e-n-t-s/mcp-client-discord KĀDI mcp-client-discord | 0 | Claude Code | 1 | 2,211 tok |
| a-g-e-n-t-s/mcp-client-slack KĀDI mcp-client-slack | 0 | Claude Code | 1 | 1,914 tok |
| anthromorphic-ai/te-sample-mcp-onboarding | 0 | Claude Code | 1 | 1,489 tok |
| wynnset/marketplace-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 3,860 tok |
| jamesaoyama/fugu-mcp Sakana Fugu (multi-model orchestration) as MCP tools for Claude Code & OpenClaw — ask_fugu | 0 | Claude Code | 4 | — |
| sysphcd/claude_code_custom_mcp_server Build a custom mcp server within Claude code to fetch image, resize and remove background | 0 | Claude Code | 2 | 895 tok |
| digster/obsidian-cli-mcp | 0 | Claude Code | 1 | 189 tok |
| Ham12-3/tradinview-mcp | 0 | Claude Code, Codex, OpenCode | 3 | 96 tok |
| a-g-e-n-t-s/mcp-server-git KĀDI mcp-server-git | 0 | Claude Code | 1 | 11,772 tok |
| MrFalach/local-agent MCP server for Claude Code — auto-routes code tasks to a local model (free) and complex ta | 0 | Claude Code | 1 | 1,353 tok |
| juanleon8581/taiga-mcp MCP server for Taiga project management API | 0 | Claude Code | 3 | 479 tok |