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
cyanheads/treasury-fiscaldata-mcp-server npmjs.com Query US Treasury national debt, interest rates, exchange rates, and 80+ fiscal datasets v 2 Claude Code, Codex, OpenCode 2 10,872 tok
indrasvat/shux shux.pages.dev A modern take on tmux 2 Claude Code, Codex, OpenCode 10 5,447 tok
georgeracu/google-jules-mcp-server npmjs.com MCP Server for Google Jules - unofficial server 2 Codex, OpenCode 1 996 tok
khaoss85/agent-crm accordo.dev Accordo — agent-native CRM framework for Claude Code, Codex and Gemini CLI. Author custom 2 Claude Code, Codex, Gemini CLI, OpenCode 15 4,526 tok
boecht/birre BiRRe (Bitsight Rating Retriever) MCP server provides access to BitSight security rating d 2 Claude Code, Codex, GitHub Copilot, OpenCode 11 3,670 tok
jeremylongshore/waygate-mcp Enterprise MCP server framework with secure file ops, command execution, and TaskWarrior i 2 Claude Code, Codex, OpenCode 2 2,078 tok
andnp/ragdocs-mcp 2 Claude Code, Codex, GitHub Copilot, OpenCode 4 3,711 tok
Pr0j3c7t0dd-Ltd/cut-copy-paste-mcp 2 Claude Code, Codex, OpenCode 2 2,234 tok
aself101/mcp-secure-server A universal security-by-default framework for Model Context Protocol (MCP) servers that pr 2 Claude Code, Codex, OpenCode 2 1,585 tok
WindoC/easyocr-mcp A flexible OCR server using EasyOCR wrapped in a Model Context Protocol (MCP) interface. S 2 Codex, OpenCode 1 371 tok
Dsazz/mcp-confluence 2 Codex, OpenCode 1 674 tok
tsdevstack/cli-mcp MCP server for tsdevstack CLI — exposes tools and resources to AI agents 2 Codex, OpenCode 1 204 tok
Knuckles-Team/tunnel-manager Create SSH Tunnels to your remote hosts and host as an MCP Server for Agentic AI! 2 Claude Code, Codex, OpenCode 2 4,799 tok
abnormalend/rutorrent-mcp 2 Codex, OpenCode 1 1,348 tok
geeknees/minesweeper-mcp minesweeper-mcp (stdio) 2 Codex, OpenCode 1 333 tok
SecretRichGarden/metasota-API-MCP An MCP based on the Meta Search API, with the native chat feature removed because the offi 2 Codex, Gemini CLI 2 474 tok
alejandro-technology/opencode-mcp opencode-mcp.alejandrotechnology.com An MCP (Model Context Protocol) server that lets Claude/Codex/Cursor drive an OpenCode ins 2 Claude Code, Codex, OpenCode 2 2,885 tok
jackguihx-alt/html2style One site in. A reusable design evidence package out. 2 Claude Code, Codex, GitHub Copilot, OpenCode 3 604 tok
vaxastudio/frameio-agent vaxa.studio Run Frame.io from your coding agent. Find clips, summarize client notes, pull references f 2 Codex, OpenCode 1 2,376 tok
ehrodan/lexmcp LexMCP (mcp-juridico-brasil v0.5.0) — MCP juridico BR: DataJud CNJ 91 tribunais, LexML, pr 2 Codex 1
JNHFlow21/trove Local-first, privacy-preserving MCP memory and cited evidence runtime for AI agents, with 2 Codex, OpenCode 1 315 tok
alichicken/sv1-agent-bridge MCP server that lets AI agents control Synthesizer V Studio 1.x via its Lua scripting API 2 Codex, OpenCode 1 1,932 tok
costory-io/costory-finops-mcp-skills costory.io Costory provides a FinOps MCP to connect Claude, Cursor, and other AI agents to your cloud 2 Claude Code, Codex, OpenCode 1 1,621 tok
BargLabs/cejel cejel.dev Offline trust certificate for any codebase 2 Claude Code, Codex, OpenCode 2 2,641 tok
Doucs91/hivelore Policy enforcement layer for AI coding agents — briefing gates, team memory, Git/CI checks 2 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 6 8,446 tok
Morous-Dev/engram-context-continuum 2 Codex, OpenCode 1 3,875 tok
addozhang/nexus-mcp-server MCP server for Sonatype Nexus Repository - Query Maven, Python, and Docker artifacts via H 2 Codex, OpenCode 1 937 tok
baalimago/slivingdoc slivingdoc.dev Distributed living document with conflic management via git for agentic workloads 2 Codex, OpenCode 1 6,041 tok
sandraschi/demo-vid-mcp Fleet demo video pipeline — narrated walkthroughs synced to true speech length, with real 2 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 779 tok
cyanheads/faostat-mcp-server npmjs.com Global food & agriculture statistics from the UN FAOSTAT bulk-download corpus, served from 2 Claude Code, Codex, OpenCode 2 14,318 tok
cyanheads/devops-status-mcp-server npmjs.com Check vendor status pages, inspect SSL/TLS certificates, verify DNS propagation, and get i 2 Claude Code, Codex, OpenCode 2 11,922 tok
guillem/stallhunt Linux-first command-line performance triage 2 Codex, OpenCode 1 1,984 tok
keel-trade/keel-trade usekeel.io Keel — CLI and MCP server for AI-driven crypto strategy development on Hyperliquid 2 Codex, OpenCode 1 3,332 tok
mlorentedev/pdf-modifier-mcp MCP server + CLI for PDF text replacement with font style preservation 2 Codex, OpenCode 1 2,152 tok
sandraschi/overte-mcp Overte (classic Vircadia-lineage) MCP server + dashboard for domain admin and entity orche 2 Codex, Cursor, OpenCode 2 606 tok
satohubai/onchain-agents satohub.ai ⬡ The scored, daily-updated index of the onchain agent stack — frameworks, MCPs, wallets, 2 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,587 tok
valuein/valuein valuein.biz We provide documentation and resources for 12M+ SEC filings and 105M+ raw facts. This is a 2 Claude Code, Codex, OpenCode 2 9,018 tok
tufantunc/axiom-advanced-math-mcp npmjs.com Exact symbolic math for LLMs: integrals, equations, matrices, and claim verification via G 2 Codex, OpenCode 1 1,272 tok
Catfish-75/claw-task-hub Local-first, Linear-like task hub for AI agents and agentic harnesses 2 Codex, OpenCode 1 472 tok
ssheleg/sheleg-design-skill skills.sshlg.me Visual-system skill for coding agents: a library of locked style packs, design tokens, cin 2 Codex, OpenCode 1 27 tok
SenMuShare/senmu-buildos AI-native BuildOS for Codex, Claude Code, Doubao, WorkBuddy and ZCode: product discovery, 2 Codex, OpenCode 1 317 tok
ddalgrande/dining-places-skill Agent Skill that turns your Google Maps saved places into a personal dining knowledge base 2 Claude Code, Codex, OpenCode 2 555 tok
equinor/fusion-skills Fusion repo for agent skills 2 Claude Code, Codex, GitHub Copilot, OpenCode 11 5,529 tok
Fandhe-AI/agent-cli-skills 2 Claude Code, Codex, OpenCode 9 8,413 tok
DespotB/handelsregister-cli Search the German commercial register (Handelsregister) and download all registry document 2 Claude Code, Codex, Gemini CLI, OpenCode 3 1,057 tok
gzb1128/opencode-plugin A CLI tool that brings the Claude Code plugin marketplace ecosystem to OpenCode — install, 2 Codex, OpenCode 1 1,823 tok
ventusff/claude-model-guard 🚨 Claude Code statusline plugin that catches silent model downgrades — theme-proof full-w 2 Claude Code, Codex, OpenCode 2 2,142 tok
Elnora-AI/elnora-slack Slack for Claude Code — the entire Slack Web API as a CLI (201 methods, 29 groups) plus ag 2 Claude Code, Codex, OpenCode 1 1,510 tok
dominikwozniak/dw-solo-skills a persistent Solo Projects spec-to-ship workflow for Claude Code 2 Claude Code, Codex, OpenCode 5 1,998 tok
eugeniughelbur/clearmode eugeniughelbur.github.io An anti-AI-slop writing standard and checker for AI-drafted text. Scores any document 0-10 2 Claude Code, Codex, OpenCode 2 1,115 tok