How real projects configure their agents

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
mlmil/Ableton-Live-MCP-ULTRA-v2 This is the active Ableton MCP v2 workspace: the upstream bschoepke/ableton-live-mcp found 1 Claude Code, Codex, OpenCode 2 12,262 tok
sandyup/comfyui-mcp comfyui-mcp 1 Claude Code, Codex, Gemini CLI, OpenCode 3 2,059 tok
dkritarth/context-kernel dkritarth.com Token-gated MCP server on Cloudflare Workers that serves your hand-curated context memory 1 Claude Code, Codex, OpenCode 2 801 tok
nschneir/PET-Project nschneir.github.io PET Project is a set of tools, skills, and an MCP to enable agentic Commodore PET coding a 1 Codex, OpenCode 1 1,766 tok
konstruktoid/prescryb MCP server for CVE/config remediation orchestration: SSH inventory, OSV/NVD lookups, CIS/D 1 Claude Code, Codex 4 821 tok
YuLeiFuYun/machine-bridge-mcp Hosted Remote MCP bridge to a local machine daemon 1 Codex, OpenCode 1 2,041 tok
CopperEagle/agora MCP server for seamless, massively parallel agent collaboration to boost your productivity 1 Codex, OpenCode 1 3,091 tok
simonives/rainkeeper A public, self-hostable MCP server that exposes the full Raindrop.io API as Claude tools. 1 Claude Code, Codex, Gemini CLI, OpenCode 3 2,061 tok
astraclawteam/agent-computer-use-mcp xiaozhi.qlogicagent.com Evidence-driven Windows Computer Use for MCP Hosts: semantic observation, secure screensho 1 Codex, OpenCode 1 1,267 tok
Randhir123/claude-ops-investigator MCP-based ops investigator 1 Claude Code, Codex, OpenCode 17 9,695 tok
tcconnally/perseus-amd-act-ii Perseus Vault x AMD Instinct — encrypted, local-first agent memory kept off the GPU. AMD D 1 Codex, OpenCode 1 769 tok
abdul-hamid-achik/cortex cortexai.tools Local-first agent kernel: a durable case file + phase machine (orient → investigate → plan 1 Codex, OpenCode 1 9,511 tok
Gato513/kicad-mcp 1 Claude Code, Codex, OpenCode 3 5,923 tok
TommyKisly/f1-mcp Live Formula 1 data over MCP — standings, results, and schedule as tools, with an MCP Apps 1 Claude Code, Codex 1 —
ash25082003/jarvis-mcp Local-first Markdown memory server for MCP-compatible AI clients 1 Claude Code, Codex, OpenCode 2 1,237 tok
davidvornholt/mail-mcp Draft-only IMAP helper for Thunderbird workflows — MCP server + CLI on a shared Effect cor 1 Claude Code, Codex, OpenCode 15 698 tok
0xendale/evm-agent-toolkit Deterministic MCP toolkit for autonomous AI agents auditing and optimizing EVM smart contr 1 Claude Code, Codex, Gemini CLI, OpenCode 3 1,474 tok
ducnguyen221/powerbi-agent ducnguyen.vn MCP server + skills for AI agents to work directly with Power BI — DAX query with data-saf 1 Claude Code, Codex, Gemini CLI, OpenCode 3 4,414 tok
mazze93/github-mcp-gateway Self-hosted remote MCP server on Cloudflare Workers — GitHub App OAuth 2.1 gateway (PKCE, 1 Claude Code, Codex, OpenCode 2 3,259 tok
megamen32/agent-herder agentherder.bezrabotnyi.com MCP server for monitoring and controlling coding agents (OpenCode, Claude Code, Codex CLI) 1 Claude Code, Codex, OpenCode 6 644 tok
bajor/gmail-mcp-read-only read only gmail MCP for local computer 1 Claude Code, Codex, OpenCode 2 115 tok
sla1k/smart-gym-mcp MCP server connecting AI assistants to SmartGym — manage workouts and training programs wi 1 Claude Code, Codex, OpenCode 3 845 tok
sukirman1901/DeepSearch Free, Open-Source Search Engine MCP Server — 7 sources, 10 consolidated tools, semantic se 1 Claude Code, Codex, Gemini CLI, OpenCode 4 2,026 tok
thejavapirate/model-context-stream thejavapirate.github.io Living, event-driven MCP server: durable context streams, task queue with exactly-once cla 1 Claude Code, Codex, OpenCode 2 1,987 tok
d8rt8v/ChatGPT-to-Telegram-MCP 1 Codex, OpenCode 1 997 tok
964nbtrkhb-eng/TimeReverse Codex forgot the last chat? TimeReverse restores verified project context locally through 1 Codex, OpenCode 1 80 tok
AmritaBot/mcp-ssh-reloaded MCP server for persistent SSH sessions but refactored version. 1 Codex, OpenCode 1 370 tok
G-Schumacher44/strata-oss Deterministic LookML analysis engine — dead code, zombie PDTs, schema drift 1 Codex, OpenCode 1 730 tok
bolens/appicon bolens.github.io Resolve desktop and brand icons to local file paths — CLI and MCP for Waybar, Rofi, script 1 Claude Code, Codex, OpenCode 11 521 tok
dduartee/mcp-searxng-local MCP server for local web search via SearXNG with optimized GitHub fetching 1 Codex, OpenCode 1 1,218 tok
stevenke1981/coart Codex-native infinite canvas plugin with React, tldraw, MCP Apps, project-local persistenc 1 Codex, OpenCode 1 291 tok
thisis-gp/ctxd thisis-gp.github.io Release-aware data context for MCP agents — draft trusted SQL for Metabase without schema 1 Codex, OpenCode 1 239 tok
Ailian0206/mcp-guardian Pre-call MCP tool policy gateway: allow / deny / redact / require_approval 1 Claude Code, Codex, OpenCode 2 465 tok
damienbenveniste/substack-mcp damienbenveniste.github.io Draft-only MCP server for validating and managing Substack newsletter drafts. 1 Codex, OpenCode 1 1,203 tok
NeonN3mesis/fusion-toolsmith-mcp Safety-first, diagnostic, tool-first MCP server for serious agent-assisted Autodesk Fusion 1 Claude Code, Codex, OpenCode 2 253 tok
ali-ulu/levh ali-ulu.github.io Shared memory layer for AI coding tools — local-first, MCP-native, self-curating 1 Codex, OpenCode 1 1,918 tok
tmustier/code-mode-mcp Compose arbitrary MCP tools with JavaScript through one agent-agnostic stdio MCP server. 1 Codex, OpenCode 1 214 tok
iBerry420/gorked Computer-use agent framework for Grok Build CLI: OCR boxes, center targets, MCP tools, and 1 Claude Code, Codex, OpenCode 2 295 tok
manhatton31-svg/grok-agent-store grok-agent-store.chemical-lark.workers.dev Agent-only Grok skill marketplace — remote MCP + REST. Live: https://grok-agent-store.manh 1 Codex, OpenCode 1 340 tok
Mrquj/atimelogger-mcp-notion atimelogger-mcp integration with Notion 1 Claude Code, Codex, OpenCode 2 1,887 tok
jasp-nerd/kamernet-mcp MCP server for Kamernet.nl: search Dutch rooms, studios and apartments from Claude, Cursor 1 Codex, OpenCode 1 349 tok
arojit/vulnpilot-mcp An MCP server that gives AI assistants the ability to check open-source packages for vulne 1 Claude Code, Codex 1 —
tonmoy-dhroubo/scrapesearch-mcp 1 Codex, OpenCode 1 2,543 tok
amitnexTech/trailmem pypi.org Local-first, graph-linked persistent memory for AI coding agents — MCP server + CLI. SQLit 1 Codex, OpenCode 1 1,648 tok
STELIORD/agentic-awesome-skills sickn33.github.io AAS Core preview is the local, agent-first control plane for discovering, recommending, va 1 Codex, OpenCode 1 1,493 tok
hvrrgfe/aetherforge AetherForge Game Engine - AI-native game creation and runtime system 1 Codex, OpenCode 1 796 tok
ChinhHN-DEV/MCP_SAP_PRIVATE MCP_SAP_PRIVATE 1 Claude Code, Codex, OpenCode 17 545 tok
domci/pinchtab-mcp MCP stdio server for PinchTab — browser automation for AI agents (OpenCode, Cursor, Claude 1 Codex, OpenCode 1 45 tok
szpak-dev/enclosure Enclosure runtime. 1 Codex, OpenCode 1 97 tok
sandraschi/sketchboard-excalidraw-mcp Excalidraw canvas authorship + headless-render MCP server (fork/merge of lesleslie/excalid 1 Claude Code, Codex, OpenCode 2 510 tok