How real projects configure their agents

22,170 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
kevyder/constitution_chat constitucion91.kevyder.dev A Streamlit RAG chat over the "Constitución Política de Colombia de 1991." 4 Claude Code, Codex, OpenCode 16 1,523 tok
The-Little-AI-Company/open-work-relay the-little-ai-company.github.io Free/open handoff protocol for moving work across AI agents, queues, and people. 4 Codex, OpenCode 1 945 tok
tuanductran/nextdns-skills Comprehensive AI agent skills for NextDNS management, covering API integration, CLI operat 4 Claude Code, Codex, OpenCode 2 6,996 tok
sky-unicorn/dsh-enhanced-plugins DeepSeek Harness (DSH) all-in-one enhancement suite, built on public plugin extension poin 4 Codex, OpenCode 1 3,872 tok
Createya-ai/Createya-mcp Createya MCP & API — 100+ AI models (FLUX, Kling, Runway, Sora 2, Veo 3.1, Suno, Midjourne 4 Codex, OpenCode 1 1,597 tok
ExposureGuard/haldir haldir.xyz The guardian layer for AI agents — identity, secrets, audit via MCP. Gate + Vault + Watch. 4 Codex, OpenCode 1 1,769 tok
Grinv/tmdb-mcp npmjs.com MCP server for The Movie Database (TMDB) with IMDb/Rotten Tomatoes/Metacritic ratings via 4 Claude Code, Codex, OpenCode 10 2,586 tok
unsoldgroup/mail-index unsoldgroup.github.io A local, agent-queryable mail intelligence layer — progressive mailbox index + MCP server 4 Codex, OpenCode 1 1,379 tok
Grinv/steam-games-mcp npmjs.com MCP server for Steam: keyless store/catalog data (deals, tags, SteamOS/Deck/Frame compat) 4 Claude Code, Codex, OpenCode 2 2,524 tok
smartdatabrokers/slideforge-mcp slideforge.dev MCP server for consulting-quality PowerPoint slides. Remote — no install required. 4 Claude Code, Codex, OpenCode 2 1,548 tok
animicaorg/all animica.org Animica — post-quantum (ML-DSA-65) proof-of-work Layer-1 blockchain by Alexander Lehman: P 4 Codex, GitHub Copilot, OpenCode 2 4,954 tok
AndyAnh174/vibe-hnindex hnindex.cloud 4 Claude Code, Codex, OpenCode 2 3,103 tok
Contentrain/ai ai.contentrain.io Repo-native content governance for AI agents. Extract, review, and deliver UI text, docs, 4 Claude Code, Codex, OpenCode 2 4,190 tok
Wolfe-Jam/rust-faf-mcp faf.one Persistent Project Context for Rust MCP clients — IANA-registered .faf format · Rust-nativ 4 Claude Code, Codex, OpenCode 2 2,567 tok
0spoon/seamless thereisnospoon.org Local-first shared memory and task coordination for AI coding agents. One Go binary, MCP s 4 Claude Code, Codex, OpenCode 2 9,665 tok
Aboudjem/sniff Point it at your running app. It walks your real user flows in a real browser and tells yo 4 Claude Code, Codex, OpenCode 2 3,217 tok
flytohub/flyto-indexer flyto2.com Shows what a code change can break before an AI edits, and checks the repo before it says 4 Claude Code, Codex, OpenCode 2 2,945 tok
davidf9999/gx-mcp-server A Python server that exposes Great Expectations data quality tools to LLM agents via the M 4 Claude Code, Codex, Gemini CLI, OpenCode 3 1,420 tok
dawitlabs/capsule capsulectx.vercel.app Markdown context packs that help coding agents reduce repeated repository-discovery tokens 4 Claude Code, Codex, Cursor, OpenCode 3 225 tok
l-agence/agence l-agence.github.io Governance layer for AI coding agents — every action classified, gated, and cryptographica 4 Claude Code, Codex, Cursor, OpenCode 4 2,107 tok
go-ports/echovault Go port of echovault: Local-first memory for coding agents. Decisions, bugs, and context s 4 Claude Code, Codex, OpenCode 2 4,651 tok
kuzivaai/getregula getregula.com Local code-observable AI-governance indicators for EU AI Act, South Korea AI Basic Act and 4 Codex, OpenCode 1 915 tok
mpmcgowen/metricui metricui.com React component library for analytics dashboards — KPI cards, charts, tables, and more wit 4 Claude Code, Codex, OpenCode 2 79 tok
humanity4ai/project_human humanity4ai.github.io 9 humanity skills for AI agents — crisis detection, WCAG audits, empathy, cultural sensiti 4 Codex, GitHub Copilot, OpenCode 2 3,112 tok
j7an/nexus-mcp MCP server that lets AI models invoke CLI agents (Codex, Claude, OpenCode) as tools — with 4 Codex, OpenCode 1 1,449 tok
kanylbullen/xupersplit split.xuper.fun Accountless group expense splitter — share a link, everyone adds what they paid, settle up 4 Claude Code, Codex, OpenCode 2 79 tok
cyanheads/biorxiv-mcp-server npmjs.com Search and retrieve bioRxiv and medRxiv preprints — by DOI, date interval, or keyword — vi 4 Claude Code, Codex, OpenCode 2 12,064 tok
iTophua/iterminal 4 Codex, OpenCode 1 7,648 tok
qxchuckle/qcqx-project-manage marketplace.visualstudio.com A VSCode plugin for managing projects, potentially making them easier to use. 4 Claude Code, Codex, Cursor, OpenCode 41 111 tok
scottchronicity/ephemeris-mcp pypi.org Precision astronomical ephemeris for AI agents. An MCP server providing planetary position 4 Codex, GitHub Copilot, Cursor, OpenCode 3 1,032 tok
ctxfile/ctxfile ctxfile.dev Local-first MCP server that snapshots your project's working state into one context object 4 Claude Code, Codex, OpenCode 2 3,090 tok
gabrielmahia/mpesa-mcp pypi.org MCP server for M-PESA Daraja API — STK push, B2C, balance, status. 7 tools. 4 Codex, OpenCode 1 674 tok
n24q02m/imagine-mcp mcp.n24q02m.com Image and video understanding + generation for AI agents -- across Gemini, OpenAI, and Gro 4 Claude Code, Codex, OpenCode 2 4,418 tok
plumbkit/plumb getplumb.sh IDE intelligence for AI coding agents, with LSP semantics, tree-sitter indexing, project m 4 Claude Code, Codex, Gemini CLI, OpenCode 5 1,818 tok
yarrasys/kdbx Per-project secrets in local KeePassXC vaults, injected into commands without ever printin 4 Claude Code, Codex, OpenCode 2 3,069 tok
Sintexer/jvm-source-lens 4 Claude Code, Codex, OpenCode 2 2,138 tok
shaumik/PokeArena An MCP server that lets LLM agents play Pokémon battles. 4 Codex, OpenCode 1 5,449 tok
yaver-io/yaver.io yaver.io 4 Claude Code, Codex, OpenCode 2 31,971 tok
opengolfapi/mcp-server opengolfapi.org Official MCP server for OpenGolfAPI — 49 tools: golf course data, scoring, competitions, i 4 Codex, OpenCode 1 303 tok
universalamateur/reclaim-mcp-server UNOFFICIAL & UNAFFILIATED – Not endorsed by Reclaim.ai. MCP server enabling Claude and Git 4 Codex, OpenCode 1 1,705 tok
arch3rPro/dsh-skills Generalized development-specification skills distilled from DeepSeek Harness's engineering 4 Claude Code, Codex, OpenCode 2 772 tok
sandraschi/yahboom-mcp FastMCP 3.2 server plus Webapp for Yahboom Raspbot v2 robot car, ros2, raspberry pi 4 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 7 1,209 tok
fouradata/mcp foura.ai MCP server for the FourA web scraping API - four tools, six prompts, one API key. 4 Claude Code, Codex, OpenCode 2 1,248 tok
sefaertunc/Worclaude sefaertunc.github.io CLI scaffolding tool that generates tailored .claude/ workflow infrastructure for Claude C 4 Claude Code, Codex, OpenCode 14 3,023 tok
saagpatel/MCPAudit pypi.org Audit all locally configured MCP servers for permission risks, prompt injection threats, a 4 Codex, OpenCode 1 802 tok
alexeyshishin/as-skill Domain Driven Harness for Claude Code. 4 Codex, OpenCode 1 3,578 tok
n-n-code/n-n-code-skills Just Another Agent skill repository. 4 Codex, OpenCode 1 1,022 tok
Ici17/Ici-bar Bartender Agent — a cocktail-teaching skill from beginner to master level 4 Codex, OpenCode 1 507 tok
n-shadloo/secure-code-auditor Backend security Agent Skill that helps AI audit code, detect vulnerabilities, and generat 4 Codex, Gemini CLI, OpenCode 2 1,463 tok
zephexMCP/zephex-MCPs zephex.dev Hosted MCP + CLI + web terminal for Cursor/Claude/Codex. get_project_context, find_code, c 4 Codex, OpenCode 1 442 tok