How real projects configure their agents

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
zzhao-ashai/mcp-server-typescript-ms1y5ib1 Created from render-examples/mcp-server-typescript template 0 Claude Code, Codex, OpenCode 2 1,069 tok
zzhao-ashai/mcp-server-typescript-ms1ybxn7 Created from render-examples/mcp-server-typescript template 0 Claude Code, Codex, OpenCode 2 1,069 tok
allisonbit/tradingview-mcp AI-assisted TradingView Desktop automation via MCP + Chrome DevTools Protocol: 78 MCP tool 0 Claude Code 1 1,873 tok
jaydeepgami56/SandboxCompute MCP server that runs an AI agent's compute tasks in a secure sandbox (microVM/Docker) and 0 Claude Code 1
sandraschi/bluesky-mcp FastMCP Bluesky / AT Proto client with SOTA webapp and a human-approved outbox for fleet p 0 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 1,199 tok
alessandrodalpozzo/sacred-texts-mcp A normalized, citable corpus of sacred and foundational texts across 15+ traditions, embed 0 Claude Code, Codex, OpenCode 2 678 tok
devjourney/unifi-mcp Personal fork of sirkirby/unifi-mcp with local security hardening 0 Claude Code, Codex, Gemini CLI, OpenCode 13 4,926 tok
TheNickSanchez/passkey-mcp Cross-platform secrets manager for AI coding assistants — stores secrets in system keychai 0 Claude Code, Codex, Cursor, OpenCode 6 1,231 tok
ejajmahmud/n8n-node-n8n-mcp-test 0 Claude Code 9 2,591 tok
lexicalninja/paper-banana Multiagent MCP server that generates process diagrams and CONOPS visuals for government/de 0 Claude Code 1 1,584 tok
RaghupathiReddySeetaramula/Playwright-MCP-Agents This project contains using Playwright MCPs and Testing agents. 0 Claude Code 4
ZenixSolutions/netbox-mcp-server 0 Claude Code, Codex, OpenCode 2 12,485 tok
GSA-TTS/mcp-server-blm-mlrs 0 Claude Code, Codex 1
KrzysztofMarmol/fakturownia-mcp 0 Claude Code 1 1,393 tok
zehedisode/ai-workflow-intelligence 🔍 AI Development Workflow Intelligence — Vibecoding araç/iş akışı öneri motoru. MCP uyuml 0 Claude Code 1 1,437 tok
teomanS/terraform-assistant bmad method created mcp for terraform script 0 Claude Code, Codex 52
snegi26/euclidMCPPaper 0 Claude Code 1 1,315 tok
henryjcee/sainsburys-mcp MCP tool for the Sainsbury's API. 0 Claude Code 1 1,040 tok
MehrozeKhan73/Business-Central-MCP-Integration 0 Claude Code 2 6,026 tok
pragato-throwaway/korean-law-mcp-unclean 0 Claude Code 2 3,444 tok
Karlsk/mcp-template 0 Claude Code 1 6,253 tok
pragato-throwaway/korean-law-mcp-clean 0 Claude Code 2 3,444 tok
kemosabe102/towerwatch-ops-agent An agent layer over TowerWatch network monitoring: instrumented MCP server with defined SL 0 Claude Code 1 1,655 tok
dinglebear-ai/connexin Connexin — human-approved SSH shell and file transfer as an MCP App 0 Claude Code, Codex, Gemini CLI, OpenCode 3 265 tok
sandraschi/onenote-mcp MCP server for Microsoft OneNote via Graph API - notebooks, sections, pages, search, devic 0 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 1,838 tok
Guild-Wars-MCP/GW2_MCP 0 Claude Code, Codex 2
nakanoasaservice/discord-webhook-relay-mcp 0 Claude Code, Codex, OpenCode 2 350 tok
omamishra8051-source/PenTest-MCP 0 Claude Code, Codex, OpenCode 2 289 tok
devTowsif/plane-mcp-server 0 Claude Code 1 1,022 tok
thekitchencoder/second-brain [MOTHBALLED] Docker-packaged markdown vault with semantic search and Claude Code MCP integ 0 Claude Code, Codex, OpenCode 2 3,889 tok
IotA-asce/social-harvest-mcp An agent-native MCP server and CLI for exporting authorized social-media content into stru 0 Claude Code 1
Jackson-DM/msp-tools-mcp 0 Claude Code, Codex, OpenCode 3 193 tok
popo7542015-source/ecount-mcp 0 Claude Code 1 6,558 tok
francyfox/squidex-mcp npmjs.com MCP server for managing Squidex CMS content and schemas from AI agents 0 Claude Code 1 723 tok
johnmontejano/cairn cairn-web-beta.vercel.app One private memory, shared by the AI tools you authorize. Evidence-backed, exportable as M 0 Claude Code, Codex, OpenCode 2 974 tok
samuel-stidham/gws-mcp Minimal Google Workspace MCP server for Claude Code. Twelve tools for Gmail, Drive, Docs, 0 Claude Code, Codex, GitHub Copilot, OpenCode 3 81 tok
nekottyo/obsidian-knowledge-mcp 0 Claude Code 1 1,905 tok
piatkowski/qgis-mcp QGIS MCP Server & Plugin to use with Claude Desktop 0 Claude Code 1 2,148 tok
kirti12025/gitlab-mcp GitLab MCP Assignment 0 Claude Code, GitHub Copilot 51 1,765 tok
Adikasz/Enterprise-RAG-Knowledge-Engine plansmart.live Enterprise-grade RAG and Agentic Framework powering PlanSmart Agency. Features strict SSRF 0 Claude Code 1 392 tok
Alexvozhak/cpp-lectures-mcp Semantic search for Konstantin Vladimirov's C++ lectures through an MCP server (yt-dlp → D 0 Claude Code 2 3,342 tok
windameister/oneshard A persistent 4X universe played only by AI agents over MCP. Humans may watch. One shard, n 0 Claude Code 1 1,232 tok
bynoe17/DkwtMCP 0 Claude Code 1 2,692 tok
mael-app/french-politics-mcp french-politics-mcp.mael-app.workers.dev Serveur MCP qui donne accès aux programmes officiels de l'élection présidentielle français 0 Claude Code 1 1,352 tok
sockulags/pult Control panel for local dev apps — repo, branch, profile, run. Ships an approval-gated MCP 0 Claude Code 1 549 tok
shirin292006/mcp-toolkit 0 Claude Code, Codex, OpenCode 2 4,173 tok
joelborch/flow Agent-first project management on Cloudflare. Self-hosted ClickUp/Asana alternative: one W 0 Claude Code, Codex, OpenCode 2 3,545 tok
Deep360-code/MCP_Creartors- Enhance the story before publishing and helps in marketing to the creators 0 Claude Code, Codex, OpenCode 2 79 tok
rajatjain1992/tradingview-mcp-scripts 0 Claude Code 1 1,873 tok
AbyAbyss/ffmpeg-mcp-video-editor 0 Claude Code 1 522 tok