How real projects configure their agents

43,813 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 agents7,750Claude Code6,665Data and AI3,660Backend and APIs3,501Languages3,396Git and workflow3,240Planning3,237Code review2,765Testing2,405Memory and context2,365Writing and docs2,337DevOps and cloud2,319Research2,286Frontend2,267Security2,044Project management1,742

All Claude Code31,993 Codex23,503 OpenCode22,448 GitHub Copilot3,567 Gemini CLI1,915 Cursor1,740 Windsurf150 Kiro86

Project Stars Configures Files Always loaded
windameister/oneshard A persistent 4X universe played only by AI agents over MCP. Humans may watch. One shard, n 0 Claude Code 1 1,232 tok
yywz2026-coder/AgentAirlock A local-first, permission-controlled communication bridge for AI coding agents using MCP. 0 Codex, OpenCode 1 65 tok
bynoe17/DkwtMCP 0 Claude Code 1 2,692 tok
mael-app/french-politics-mcp french-politics-mcp.mael-app.workers.dev Serveur MCP qui donne accès aux programmes officiels de l'élection présidentielle français 0 Claude Code 1 1,352 tok
sockulags/pult Control panel for local dev apps — repo, branch, profile, run. Ships an approval-gated MCP 0 Claude Code 1 549 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
rajatjain1992/tradingview-mcp-scripts 0 Claude Code 1 1,873 tok
AbyAbyss/ffmpeg-mcp-video-editor 0 Claude Code 1 522 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
Jeromefromcn/ops-agent-toolkit-mcp 0 Claude Code 1 362 tok
rj250792/tijori-finance-mcp 0 Claude Code 1 517 tok
nghia-peirth/gaea-mcp 0 Claude Code 1 212 tok
pizzacrustreviewer/workspace-admin-mcp Custom GWS MCP Server 0 Claude Code, Codex, OpenCode 2 768 tok
soumyachk101/VibeLens soumyachk101.github.io MCP server that gives AI coding assistants eyes on localhost: screenshot + console/network 0 Claude Code 1 3,022 tok
Valar05/grounded-motion-mcp Agent-free whole-body motion tracking MCP with deterministic review evidence. 0 Codex, OpenCode 1 287 tok
bernatch22/taskops The shared task board for Claude Code agents: persistent tasks, atomic claims, git-bound c 0 Claude Code 5 4,883 tok
PARK0301/job-agent AI job search & apply agent — OpenAI matching, Playwright/CDP, Cursor MCP + Automation 0 Cursor 1 —
GoLinks/goprofiles-mcp Repo for the GoProfiles MCP server 0 Codex, OpenCode 1 1,606 tok
priyshi/playwright_mcp_pr 0 Claude Code 3 —
jmilinovich/claude-hevy-coach Claude as your personal strength coach for Hevy — reads your training history, programs yo 0 Claude Code 1 1,038 tok
frli4797/crowdsec-mcp CrowdSec-focused MCP server for safe, auditable security operations. 0 Codex, OpenCode 1 945 tok
tarunmalpani/pulse-mcp-bridge pulse-mcp-bridge 0 Claude Code 1 —
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
rgreeno1/mcp4acumatica 0 Claude Code 1 15,857 tok
echobt/figma-mcp Complete fork of bilalba/fig-mcp — local MCP for reading/rendering .fig files with lazy im 0 Claude Code 1 3,573 tok
fschrhunt/zenAgent A considerate, space-aware CLI and MCP server for background automation in Zen Browser. 0 Codex, OpenCode 1 1,276 tok
adamburmister/pluts-mcp MCP server for Pluts (double entry accounting ledger) 0 Codex 1 —
nestordemeure/anno-mcp MCP server for ANNO (AustriaN Newspapers Online) 0 Claude Code 2 3,672 tok
nestordemeure/ddb-mcp MCP server and CLI for the Deutsches Zeitungsportal 0 Claude Code 2 3,299 tok
pgomsan/upv-mcp Servidor MCP local que expone tu calendario academico de la UPV (horarios, entregas, mater 0 Claude Code 2 875 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
nestordemeure/loc-mcp CLI and MCP server for the Library of Congress JSON API 0 Claude Code 1 2,574 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
mrlesmithjr/mcp Personal MCP servers: uv workspace + Claude Code plugin marketplace 0 Claude Code 1 4,813 tok
holeyfield33-art/Site-Forge-MCP 0 Claude Code 1 1,926 tok
tvermolaev-source/open-webui_mcp_yandex 0 Claude Code, Codex 1 —
LEEseungseok-01/knu-mcp Unofficial public information MCP server for Kangwon National University Chuncheon Campus: 0 Claude Code, Codex, OpenCode 2 1,442 tok
kenimo49/quake-lens Earthquakes cannot be predicted, but aftershocks can be forecast — b-value (Aki MLE) and O 0 Claude Code 1 459 tok
bluesky050/tianyan-mcp-server 0 Codex, OpenCode 1 922 tok
songmenglin-dev/gaussdbdocs-mcp-server 0 Claude Code 1 605 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