How real projects configure their agents

24,879 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 agents8,544Claude Code6,892Git and workflow3,622Data and AI3,580Backend and APIs3,558Languages3,492Planning3,321Code review2,907Testing2,690DevOps and cloud2,489Writing and docs2,484Memory and context2,374Research2,321Frontend2,311Security2,178Project management1,971

All Claude Code32,539 Codex24,879 OpenCode23,799 GitHub Copilot3,723 Gemini CLI2,040 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
newbdez33/freee-mcp Safety-first local freee attendance MCP server and CLI for Codex and Claude Code 0 Codex, OpenCode 1 64 tok
zarcherlot/q3ds-solidworks-mcp Repository-native SolidWorks semantic MCP, drawing planning, execution service, and Codex 0 Codex, OpenCode 6 483 tok
plugin-federation/nexus-mcp TypeScript MCP server for Plugin Federation Nexus (GitHub SSO / Actions OIDC, no static Ne 0 Codex, OpenCode 1 314 tok
Inarus/provgraf W3C PROV knowledge graph on plain Postgres with automatic staleness propagation — a verifi 0 Codex, OpenCode 1 887 tok
coco-ari/runbook-bridge Local Agent operations workbench: connect to SSH, MySQL, and Redis by project and environm 0 Claude Code, Codex, OpenCode 3 1,454 tok
Mateo-404/gavriel-mcp MCP Server (Model Context Protocol) for Gavriel 0 Codex, OpenCode 1 4,224 tok
arr-mcps/dashbrr-mcp Model Context Protocol for autobrr/dashbrr 0 Codex, OpenCode 1 1,318 tok
CoolTea001/cool-test-mcp Cool Test MCP — automated testing MCP server: convert test cases into a fixed JSON templat 0 Codex, OpenCode 1 352 tok
ragubaran/project-advisors-mcp Analyze software architecture, security, REST API, MCP, compliance, and dependencies. 0 Claude Code, Codex 1 —
shahrulestar/hijri-calendar hijri.shahrulestar.com A remote MCP server for the Malaysian Islamic (Hijri) calendar. 0 Codex, OpenCode 1 74 tok
bitcoinaustria/pretix-agent-mcp MCP server that lets AI agents run a self-hosted pretix instance — without the API credent 0 Claude Code, Codex, OpenCode 3 1,788 tok
tomiabe/polish tomiabe.github.io Self-hosted UI review for code, copy, and rendered screens. Get weighted 0-100 findings fo 0 Codex, OpenCode 1 335 tok
EthanDM/tmdb-mcp Local, read-only TMDB MCP server for Codex with movie, TV, and people discovery, advanced 0 Codex, OpenCode 1 182 tok
EthanDM/strava-mcp Local read-only Strava MCP server for Codex with OAuth token refresh, bounded activity ana 0 Codex, OpenCode 1 115 tok
EthanDM/youtube-mcp Local YouTube MCP server for Codex with API-key research tools, local PKCE auth, owned-pla 0 Codex, OpenCode 1 589 tok
ShashankEd/demo-mcp-server This is a very small Model Context Protocol (MCP) example. 0 Claude Code, Codex, GitHub Copilot 3 166 tok
bartest5/alpacahq_alpaca-mcp-server 0 Codex, OpenCode 1 1,528 tok
abelvalle/zar-jobs-ai-connector MCP-powered, read-only job connector for Codex and AI assistants 0 Codex, OpenCode 1 172 tok
arr-mcps/radarr-mcp Model Context Protocol for Radarr/Radarr 0 Codex, OpenCode 1 1,427 tok
trankhanh040147/chatgpt-mcp Cursor ↔ ChatGPT MCP handoff 0 Claude Code, Codex, Cursor, OpenCode 10 1,566 tok
arr-mcps/sonarr-mcp Model Context Protocol for Sonarr/Sonarr 0 Codex, OpenCode 1 1,418 tok
SomeNewKid/CaesarCipher A Foundry prompt agent which uses an MCP tool to encode a message using a Caesar shift. 0 Codex, OpenCode 1 233 tok
GSA-TTS/mcp-server-usgs-nationalmap MCP Server for the USGS National Map APIs 0 Claude Code, Codex 2 —
arr-mcps/prowlarr-mcp Model Context Protocol for Prowlarr/Prowlarr 0 Codex, OpenCode 1 1,257 tok
soewal19/eracore-revit-mcp MCP Server for Autodesk Revit — BIM automation via LLM assistants 0 Claude Code, Codex, OpenCode 2 4,708 tok
Ardaka/cursor-mcp-qa-agent A local MCP server, Cursor Agent rules, and safe reusable QA workflows in TypeScript. 0 Codex, OpenCode 1 140 tok
shawnro/qbo-mcp shawnro.github.io MCP server for QuickBooks Online - query, create, and edit accounting data with Claude 0 Claude Code, Codex, OpenCode 2 2,374 tok
briandconnelly/moonbridge DEPRECATED: superseded by amicus (github.com/briandconnelly/amicus); 0.4.0 is the final re 0 Claude Code, Codex, OpenCode 6 3,036 tok
arr-mcps/autobrr-mcp Model Context Protocol for autobrr/autobrr 0 Codex, OpenCode 1 1,539 tok
brightredchilli/terraform-docs Terraform docs search and mcp tool 0 Codex, OpenCode 1 772 tok
Jeric-X/wd_tagger_mcp 0 Codex, OpenCode 1 15 tok
khanglvm/figma-lens npmjs.com Independent CLI for inspecting Figma designs: find screens, read layout and typography, an 0 Codex, OpenCode 1 640 tok
jaimeehd/personal-mcp Servidor MCP personalizado para orquestación de estaciones de trabajo Windows/Linux/macOS. 0 Codex, OpenCode 1 13,150 tok
rixzkiye/codex-router Durable MCP control plane for long-running Codex agents 0 Codex, OpenCode 1 221 tok
Zom31C/1confdb-knw 0 Codex, OpenCode 1 3,800 tok
Lianheng-Y/codex-mcp-todo-assistant 0 Codex, OpenCode 1 425 tok
RamidLab/mcp-service-template 0 Codex, OpenCode 1 4,503 tok
zaccomode/up-bank-mcp A Cloudflare Workers-based MCP server for Up's API 0 Codex, OpenCode 1 360 tok
lukaisailovic/remarkable-mcp 0 Claude Code, Codex, OpenCode 2 702 tok
DBeidachazi/mcp-ssh MCP server for persistent SSH sessions 0 Codex, OpenCode 1 2,939 tok
xiaogezi/taskcenter Local-first requirement radar for Codex and Claude sessions with MCP and hook integrations 0 Claude Code, Codex, OpenCode 2 2,010 tok
AIEterprise/mcp-web-crawler mcp-web-crawler.vercel.app 0 Claude Code, Codex, OpenCode 2 79 tok
ZivSapir/customer-support-analyst-mcp Local MCP server for natural-language Q&A over support ticket data (DuckDB + SQL + FTS) 0 Codex, OpenCode 1 156 tok
jetwind/mcp-context-forge mcp-context-forge copy 0 Claude Code, Codex, OpenCode 2 14,064 tok
Klartika/gsc-mcp-server Google Search Console Insights with Claude AI for SEOs 0 Claude Code, Codex, OpenCode 2 3,335 tok
hayatosc/microsoft-bypass-mcp 0 Codex, OpenCode 1 1,270 tok
quochuy/ai-coord-mcp MCP server providing a shared task queue and coordination layer for independently-launched 0 Claude Code, Codex, OpenCode 2 1,191 tok
adam5isalive/mist-mcp-server MCP server for Juniper Mist REST API — 22 curated tools, Marvis AI, WLAN CRUD, device mana 0 Codex, OpenCode 1 1,724 tok
Sen-platotech/xiaohongshu-auto-ops-assistant Xiaohongshu content production, human review, and controlled publishing workflow with huma 0 Codex, OpenCode 1 600 tok
SHENAO1/cuc-literature-mcp Local MCP and Codex Skill for CUC SCI literature search, verified PDF retrieval, and Tence 0 Codex, OpenCode 1 850 tok