How real projects configure their agents

24,815 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
benjamcalvin/bootstraps A curated collection reusable patterns, agentic skills, and hooks that work for the proble 4 Claude Code, Codex, OpenCode 2 989 tok
jutlyne/codex-mcp Security-first MCP server for connecting ChatGPT and Codex to local repositories, with saf 4 Codex, OpenCode 1 312 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
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
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
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 2,545 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
DinanathDash/Envault envault.tech Auditable .env secret manager featuring aggressive CLI safeguards and GitHub JIT access. 4 Claude Code, Codex 3 —
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
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 19,842 tok
iTophua/iterminal 4 Codex, OpenCode 1 7,712 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
dev-proxy-tools/mcp aka.ms Dev Proxy MCP server 4 Claude Code, Codex 1 —
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 1,864 tok
Sintexer/jvm-source-lens 4 Claude Code, Codex, OpenCode 2 2,207 tok
paarths-collab/quant-brain-mcp MCP Server for Stock Analysis, Backtesting, and Portfolio Intelligence 4 Claude Code, Codex, GitHub Copilot, Cursor 3 1,142 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
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
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 Claude Code, Codex, OpenCode 2 438 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 1,598 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
slopstopper/plumb-line slopstopper.org Stop uncertain data becoming confident-looking results. plumb-line carries provenance, con 4 Codex, OpenCode 1 1,875 tok
calt13/claude-skills-integration-templates Drop-in Markdown snippets that enable any Agent CLI to discover and use Claude Skills — ev 4 Codex, OpenCode 1 1,789 tok
vcode-sh/dokploy-mcp npmjs.com MCP server for Dokploy. Two tools up front, 524 generated procedures underneath. Real depl 4 Claude Code, Codex, OpenCode 2 769 tok
piotrkowalczuk/zordon zordon.io Give every parallel coding agent its own local stack and develop with guardrails. 4 Claude Code, Codex, OpenCode 5 2,043 tok
subodhkc/ai-appsec Evidence-backed AppSec for AI applications and agents. Powered by HAIEC. 4 Codex, OpenCode 1 2,730 tok
jamestkelly/diffler Generate comprehension quizzes from Git branch diffs for Claude Code, OpenCode, and pull-r 4 Claude Code, Codex, OpenCode 2 743 tok
bx33661/oh-my-vul npmjs.com Evidence-first vulnerability research workspace and Skills for Claude Code and Codex. 4 Codex, OpenCode 1 449 tok
NTCHz/off-by-none Claude Code skill for spec-faithful implementation: spec-derived tests, mandatory boundary 4 Claude Code, Codex 1 389 tok
5kahoisaac/skillless You don’t need to be skillful — your agent’s got all the skills. Being skillless is totall 4 Claude Code, Codex, OpenCode 2 602 tok
MercuriusDream/agent-estate 4 Codex, OpenCode 1 1,251 tok
8Dionysus/aoa-skills Bounded agent-facing skill bundles for coding agents and humans: reviewable execution work 4 Codex, OpenCode 1 755 tok
rolandbrecht/agent-skills A collection of shareable, high-quality AI coding agent skills and workflows. These skills 4 Claude Code, Codex, OpenCode 2 1,084 tok
souljorje/agent-skills Collection of hand-crafted skills 4 Codex, OpenCode 1 322 tok
computerlovetech/skills Agent skills published by computerlove.tech <3 4 Claude Code, Codex, OpenCode 2 251 tok
pax-k/build-right Agent-agnostic skills that turn a fuzzy app idea into evidence-backed AI execution. 4 Codex, OpenCode 1 770 tok