How real projects configure their agents

23,222 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715

All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80

Project Stars Configures Files Always loaded
j0hanz/cortex-mcp Multi-level reasoning MCP server with configurable depth levels. 1 Codex, OpenCode 1 670 tok
haiyunsky/hpsilab-quant-finance-mcp hpsilab.com Quant finance MCP server for stock analysis, options analytics, implied volatility, Monte 1 Codex, OpenCode 1 1,331 tok
hannasdev/mcp-writing MCP service for AI-assisted reasoning and editing on long-form fiction projects 1 Claude Code, Codex, GitHub Copilot, OpenCode 5 2,156 tok
hs737/mcp-server-for-ynab pypi.org An AI-first MCP server for YNAB. Read-only by default, with reversible writes and verifica 1 Claude Code, Codex, OpenCode 13 3,660 tok
igor-holt/sear 1 Codex 1
kaaustubh/project-memory-mcp npmjs.com Persistent memory for AI coding agents (Claude Code, Cursor) — past bugs & fixes, decision 1 Claude Code, Codex, OpenCode 2 8,473 tok
kansei-link/kansei-mcp-server npmjs.com Local-first MCP navigator for AI agents. 11,000+ SaaS services, 200 workflow recipes, 89-9 1 Claude Code, Codex, OpenCode 2 769 tok
johnanleitner1-Coder/lastminutedeals-api smithery.ai FOR SALE $8K — Production AI travel booking engine. 47 live suppliers, 18 countries, MCP s 1 Claude Code, Codex, OpenCode 2 4,265 tok
jyswee/agenticmemory agenticmemory.ai Persistent memory for AI agents — conversation history, context, semantic search, queues. 1 Codex, OpenCode 1 841 tok
jyswee/buggazi buggazi.ai Project management for coding agents: bugs, features, sprints, as easy as git. CLI + MCP s 1 Codex, OpenCode 1 996 tok
limey/cal-scheduler-mcp A timezone-correct CalDAV scheduling MCP server 1 Codex, OpenCode 1 2,449 tok
koment-dev/koment koment.dev Out-of-band code annotations for AI agents and humans. Keeps the why next to the code with 1 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,937 tok
laibniz/scholarfetch A multi-engine researcher of academic papers, with CLI and MCP server. 1 Codex, OpenCode 1 998 tok
ljcl/gaggiuino-mcp 1 Claude Code, Codex, OpenCode 8 32,950 tok
loncadev/baron Platform-agnostic work-orchestration for AI coding agents — one pane of glass (issues, scm 1 Claude Code, Codex, OpenCode 2 1,606 tok
kioie/memex Long-term memory for AI coding agents — local MCP server for Cursor & Claude. Remember pre 1 Codex, OpenCode 1 2,112 tok
kioie/tiny-go-mcp-server Minimal Go MCP toolkit on the official go-sdk — stdio, HTTP, SSE; tools, resources, prompt 1 Codex, OpenCode 1 1,088 tok
klarlabs-studio/coverctl klarlabs-studio.github.io Coverage feedback for AI coding agents — every language, every change. Domain-aware policy 1 Codex, OpenCode 1 680 tok
kwizzlesurp10-ctrl/x402-mcp x402-mcp.onrender.com x402 USDC micropayments MCP + A2A storefront on Base — city compliance, agent discovery, p 1 Claude Code, Codex, OpenCode 17 4,562 tok
living-hi/one-person-company-os Chinese-first control system for AI-native solo companies. 1 Claude Code, Codex, OpenCode 2 854 tok
markoblogo/ID pypi.org Owner-controlled AI context: reviewed profiles, privacy-filtered exports, semantic diffs, 1 Codex, OpenCode 1 268 tok
matematicsolutions/mcp-isap matematicsolutions.com MCP server for Polish legislation (Dziennik Ustaw + Monitor Polski) via Sejm ELI API. 96k+ 1 Claude Code, Codex, OpenCode 3 1,277 tok
matematicsolutions/mcp-krs matematicsolutions.com MCP server for Polish KRS (Krajowy Rejestr Sadowy) via official, free Ministry of Justice 1 Claude Code, Codex, OpenCode 3 1,021 tok
mapbox/mcp-docs-server Mapbox MCP Server for Documentation 1 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,331 tok
matematicsolutions/mcp-eu-sparql matematicsolutions.com MCP server for EU legislation and 57k+ CJEU rulings via the Publications Office SPARQL end 1 Claude Code, Codex, OpenCode 3 1,536 tok
mordiaky/vouchspec vouchspec.plyrium.com Agent-only x402 service for signed exact-commit evidence on public Agent Skills 1 Codex, OpenCode 1 169 tok
msenol/Gorev marketplace.visualstudio.com Modern task management system with Turkish support for MCP-compatible AI assistants (Claud 1 Claude Code, Codex, OpenCode 2 3,112 tok
minhhq-a1/odoo-pulse An AI business analyst for your Odoo ERP — one-call reports with verdicts, over MCP 1 Claude Code, Codex, OpenCode 2 2,477 tok
nolindnaidoo/urls-le letools.dev Extract every URL in a codebase, with its protocol and exact position 1 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 6 8,276 tok
noclickapp/noclick noclick.com Build agents to automate any background task; works with your ChatGPT/Claude subscription. 1 Claude Code, Codex, OpenCode 7 2,301 tok
nolindnaidoo/string-le letools.dev Extract every string in a codebase, with its position, so a person can read them 1 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 6 8,134 tok
panagot/Ai-Agents-Archive aiagentsarchive.com Paid handoff desk for AI agents — unlock sealed work to save tokens, or file a discovery a 1 Codex, OpenCode 1 954 tok
DarkhorseOne/mcp-servers 1 Codex, OpenCode 1 1,376 tok
nkiyohara/corresync corresync.org Local-first MCP server and CLI for email and calendars across Outlook, Gmail, Microsoft 36 1 Codex, OpenCode 1 1,205 tok
nolindnaidoo/envsync-le letools.dev Compare the dotenv files in a tree, and say which keys are missing from which 1 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 6 8,304 tok
nolindnaidoo/secrets-le letools.dev Find hardcoded credentials in a codebase, and never print one into the report 1 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 6 8,168 tok
nouchix/PQC-Khepra-MCP souhimbou-agi-etherversecodemates-projects.vercel.app KHEPRA MCP Server — Sovereign compliance engine with 36,195 STIG/CCI/NIST/CMMC mappings. A 1 Claude Code, Codex, Gemini CLI, OpenCode 25 356 tok
partymola/ticktick-mcp MCP server for TickTick task management via the v2 API. Field-preserving updates, day-of-w 1 Claude Code, Codex, OpenCode 2 7,621 tok
nolindnaidoo/dates-le letools.dev Extract every date and timestamp, and the exact instant each one resolves to 1 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 6 8,084 tok
nolindnaidoo/paths-le letools.dev Extract every file path in a codebase, and say whether it still points at anything 1 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 6 8,286 tok
nolindnaidoo/scrape-le letools.dev Check whether a page is scrapeable before the scraper is written, and say when it cannot t 1 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 6 8,312 tok
notforhumansfun-rgb/not-for-humans-mcp mcp.notforhumans.fun MCP for owner-run NFH agents: Ethereum identity, bounded work, receipts, play, and non-cus 1 Codex, OpenCode 1 319 tok
phatngoit/MCP-DB 1 Claude Code, Codex, OpenCode 8 3,234 tok
pijusz/mcp-gads Google Ads MCP server — query campaigns, keywords, assets & more via natural language 1 Claude Code, Codex, OpenCode 2 1,369 tok
pijusz/mcp-sanity-images MCP server for uploading local images to Sanity CMS 1 Claude Code, Codex, OpenCode 2 732 tok
pedroknigge/arkgate npmjs.com If the AI writes an illegal import, the write is rejected. The same check fails the pull r 1 Claude Code, Codex, OpenCode 4 7,869 tok
pijusz/mcp-gsc Google Search Console MCP server — query performance, sitemaps, indexing & more via natura 1 Claude Code, Codex, OpenCode 2 1,181 tok
pijusz/mcp-redtrack RedTrack MCP server — query campaigns, conversions, offers & reports via natural language 1 Claude Code, Codex, OpenCode 2 1,046 tok
revolist/revogrid-mcp rv-grid.com RevoGrid MCP Service 1 Codex, OpenCode 1 200 tok
racehooks/racehooks-mcp racehooks.io MCP server for RaceHooks — F1 live timing tools for Claude, Cursor, and Windsurf 1 Codex, OpenCode 1 792 tok