How real projects configure their agents

22,224 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 agents7,622Claude Code6,647Data and AI3,678Backend and APIs3,504Languages3,404Planning3,218Git and workflow3,203Code review2,744Testing2,378Memory and context2,367Writing and docs2,318DevOps and cloud2,312Research2,291Frontend2,259Security2,027Productivity1,717

All Claude Code32,008 Codex23,279 OpenCode22,224 GitHub Copilot3,555 Gemini CLI1,920 Cursor1,736 Windsurf139 Kiro81

Project Stars Configures Files Always loaded
Huzaifa-ali/mcp-server-linkedin pypi.org LinkedIn MCP Server - Publish posts, images, videos and articles to LinkedIn from any AI a 0 Codex, OpenCode 1 1,208 tok
yywz2026-coder/AgentAirlock A local-first, permission-controlled communication bridge for AI coding agents using MCP. 0 Codex, OpenCode 1 65 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
flame211186/founder-decision-agent Evidence-calibrated founder decision support with an explicit TypeScript workflow. 0 Codex, OpenCode 1 1,145 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
rosselps/whyguard npmjs.com Reconstructs why code exists and stops humans or agents from erasing that protection by ac 0 Claude Code, Codex, Kiro, OpenCode 6 4,673 tok
void-Lu/netsuite-mcp-tools 0 Codex, OpenCode 1 251 tok
Valar05/grounded-motion-mcp Agent-free whole-body motion tracking MCP with deterministic review evidence. 0 Codex, OpenCode 1 287 tok
frli4797/crowdsec-mcp CrowdSec-focused MCP server for safe, auditable security operations. 0 Codex, OpenCode 1 945 tok
Nathan-Z01/agent-collab-hub Shared MCP coordination hub for AI coding agents working safely on the same project 0 Claude Code, Codex, OpenCode 5 439 tok
fschrhunt/zenAgent A considerate, space-aware CLI and MCP server for background automation in Zen Browser. 0 Codex, OpenCode 1 1,276 tok
colbyw5/openfda-mcp-server Python MCP server that gives AI assistants access to the U.S. Food and Drug Administration 0 Codex, OpenCode 1 467 tok
badass-data-science/pyFit-agentic-polygon-nesting Agentic Irregular 2D Polygon Nesting (Bin-Packing) Tool 0 Codex, OpenCode 1 4,051 tok
sekka1/Campervan-mcp 0 Codex, OpenCode 1 493 tok
Daneshpajouh/mystorax-host mx.parallex.ca Installable MystoraX host package v2.1 — plugins, MCP, OpenAPI, HTTP connectors for every 0 Codex, OpenCode 1 90 tok
LEEseungseok-01/knu-mcp Unofficial public information MCP server for Kangwon National University Chuncheon Campus: 0 Claude Code, Codex, OpenCode 2 1,442 tok
bluesky050/tianyan-mcp-server 0 Codex, OpenCode 1 922 tok
Happenmass/codex-claude-code-mcp Blocking, no-poll Claude Code MCP bridge for Codex with direct and background delegation s 0 Codex, OpenCode 1 205 tok
landynsnipes/enterprise-mcp-kit Bounded MCP connectors for existing NetBox, Grafana, Zabbix, WireGuard, Kubernetes, and OP 0 Codex, OpenCode 1 90 tok
innocarpe/CarpeOS innocarpe.github.io CarpeOS is a personal knowledge OS for AI-assisted work that captures agent sessions with 0 Codex, OpenCode 1 1,988 tok
epi13/mncs-forge-mcp Experimental MNCS-native development and evidence control plane for Codex 0 Codex, OpenCode 1 685 tok
HenokD11/icrisat-data-hub Federation-first data hub for ICRISAT teams: zero-skill upload (CSV/Excel/Word), auto-inge 0 Codex, OpenCode 1 642 tok
QuverLabs/rejestr-io-mcp Serwer MCP udostępniający API rejestr.io (KRS, CRBR, sprawozdania finansowe) dla Claude De 0 Codex, OpenCode 1 2,138 tok
o-sokhan/abm-mcp Read-only MCP server for the Apple School & Business Manager (ABM/ASM) API, built with Fas 0 Codex, OpenCode 1 386 tok
mitonattou919/dev-standards-mcp 0 Claude Code, Codex, OpenCode 3 2,620 tok
rmarquesa/agentmemory-offline Offline persistent memory for local coding agents 0 Codex, OpenCode 1 1,546 tok
kappa9999/white-hat-agent Model-neutral cyber knowledge, orchestration, discovery, and MCP application layer for AI 0 Codex, OpenCode 1 298 tok
Dash-096/dedalus-mcp-python 0 Claude Code, Codex, OpenCode 2 1,699 tok
autogrammar/todo2code autogrammar.github.io Dependency-free Python SDK for todo2code A2A and the local TypeScript runtime 0 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 3,942 tok
utenadev/mistral-managed-queue MCP server/CLI: SQLite queue + rate-limit coordination for Mistral free tier 0 Codex, OpenCode 1 2,121 tok
Doyajin174/teguma AI-native design bridge — Penpot MCP + brand context engine. Open source solution to the p 0 Codex, OpenCode 2 2,746 tok
HypnoLabs-io/motley-mcp Motley MCP Server catalog metadata 0 Claude Code, Codex, OpenCode 2 789 tok
dcc-mcp/dcc-mcp-wwise Typed DCC-MCP adapter for Audiokinetic Wwise Authoring through WAAPI 0 Codex, OpenCode 1 70 tok
CocoaBeans/worldmodel-mcp 0 Codex, OpenCode 1 2,506 tok
dmfaster/agents dmfaster.com Public read-only CLI, SDK, MCP server, and agent plugin for DM Faster 0 Claude Code, Codex, OpenCode 2 649 tok
Adriandecode/MCP-Server-for-Airflow 0 Codex, OpenCode 1 1,369 tok
afriemann/skills-mcp MCP server for browsing and fetching agent skills from remote registries (GitHub, HTTP) 0 Claude Code, Codex, OpenCode 11 977 tok
aurelijusb/mcp-prioritization MCP UI App to allow human prioritize input 0 Claude Code, Codex, GitHub Copilot, OpenCode 3 338 tok
devanshug2307/aitraffic aitraffic.dev Open, terminal-first evidence for AI and search acquisition 0 Claude Code, Codex, OpenCode 2 732 tok
RANJIANG23/codex-hermes-worker Windows-first Codex MCP bridge to Hermes Agent and a local Qwen worker 0 Codex, OpenCode 1 369 tok
hjfmailbox/factorio-docs-mcp Syncs the official Factorio mod API documentation to a local SQLite index and provides ret 0 Claude Code, Codex, OpenCode 2 1,135 tok
ZGMFX01A/coding-tools-mcp-expand 0 Claude Code, Codex, Cursor, OpenCode 10 1,813 tok
whoismemas/burpsuite-for-ai-agent Two-way Burp Suite MCP bridge for AI agents — capture traffic, queue scan tasks, send find 0 Codex, OpenCode 1 867 tok
ckken/mcp-v2 mcp-v2.kenvoai.com Modern-only MCP TypeScript SDK v2 visual verification demo built with Bun, Rsbuild, React, 0 Claude Code, Codex, OpenCode 2 274 tok
pooriaarab/vibedonate getvibe.dev Donate spare local AI compute to other agentic CLI users, opt-in, metered, on your hardwar 0 Codex, OpenCode 1 597 tok
proAutomator/livespace-crm-mcp npmjs.com Unofficial MCP server for Livespace CRM with safe, intent-shaped read and write tools. 0 Codex, OpenCode 1 1,100 tok
rafaelgaspar/longhorn-mcp MCP server for the Longhorn distributed storage manager API — full read/write coverage of 0 Claude Code, Codex, OpenCode 2 956 tok
saagpatel/shadow-mcp Discover and risk-grade the MCP servers present on this machine (local-first OWASP MCP09 s 0 Codex, OpenCode 1 196 tok
xjtuwangke/mcp-qweather Weather forecast MCP service developed with the [FastMCP](https://gofastmcp.com) framework 0 Codex, OpenCode 1 2,017 tok