How real projects configure their agents

31,992 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 agents7,690Claude Code6,656Data and AI3,669Backend and APIs3,506Languages3,395Planning3,227Git and workflow3,219Code review2,753Testing2,387Memory and context2,368Writing and docs2,331DevOps and cloud2,317Research2,292Frontend2,266Security2,036Productivity1,725

All Claude Code31,992 Codex23,401 OpenCode22,346 GitHub Copilot3,564 Gemini CLI1,917 Cursor1,741 Windsurf146 Kiro83

Project Stars Configures Files Always loaded
andnp/ragdocs-mcp 2 Claude Code, Codex, GitHub Copilot, OpenCode 4 3,711 tok
pyang2045/mcp-pushover A Model Context Protocol (MCP) server that enables AI assistants to send push notification 2 Claude Code 1 428 tok
masx200/mcp-webdav-server https://github.com/LaubPlusCo/mcp-webdav-server/ 2 Claude Code 1 2,035 tok
Pr0j3c7t0dd-Ltd/cut-copy-paste-mcp 2 Claude Code, Codex, OpenCode 2 2,234 tok
bherbruck/mcp-debugger 2 Claude Code 1 631 tok
krzemienski/shannon-mcp Claude Code MCP Server - A comprehensive Model Context Protocol server implementation buil 2 Claude Code 1 1,029 tok
aself101/mcp-secure-server A universal security-by-default framework for Model Context Protocol (MCP) servers that pr 2 Claude Code, Codex, OpenCode 2 1,585 tok
qloba/runbook-mcp-server 2 Claude Code 1 868 tok
smattila/mcp-swarmia MCP server for Swarmia 2 Claude Code 1 1,217 tok
MantisWare/peepit Give your AI agents super-vision: blazing-fast macOS screenshots, smart window targeting, 2 Claude Code 1 1,296 tok
pierrealexandreguillemin-a11y/godot-mcp-unified Unified MCP server for AI-assisted Godot development (Claude, VS Code, Ollama) 2 Claude Code 1 823 tok
cni-locates-rumen/t-pane MCP server for tmux pane management and command execution 2 Claude Code 1 306 tok
knishioka/ib-sec-mcp 2 Claude Code 35 2,561 tok
NyxiumYuuki/GeoGuessrMCP geoguessr.mcp.vachot.fr 2 Claude Code 1 2,646 tok
JoshuaOliphant/vault-recommender Semantic recommendation engine for Obsidian vaults — embeddings + wiki-link graph boosting 2 Claude Code 1 631 tok
datatorag/gws-mcp Google Workspace MCP extension for Claude — Gmail, Drive, Sheets, Docs, Slides, Calendar, 2 Claude Code 1 918 tok
kedoupi/yapi-mcp 🔌 YApi MCP service · Allows MCP clients such as Claude to directly query and manage YApi 2 Claude Code 1 1,554 tok
Knuckles-Team/tunnel-manager Create SSH Tunnels to your remote hosts and host as an MCP Server for Agentic AI! 2 Claude Code, Codex, OpenCode 2 4,799 tok
klappy/aquifer-mcp 2 Claude Code 1 3,687 tok
maxencerb/foundry-mcp MCP server for the Foundry Ethereum development toolkit (Forge, Cast, Anvil, Chisel) 2 Claude Code 1 770 tok
alejandro-technology/opencode-mcp opencode-mcp.alejandrotechnology.com An MCP (Model Context Protocol) server that lets Claude/Codex/Cursor drive an OpenCode ins 2 Claude Code, Codex, OpenCode 2 2,885 tok
ojnadjarm/navi-agent A little MCP server to notify the user when it needs you. 2 Claude Code 1 1,526 tok
jackguihx-alt/html2style One site in. A reusable design evidence package out. 2 Claude Code, Codex, GitHub Copilot, OpenCode 3 604 tok
OtakuXavier/intercom-mcp-server MCP for Intercom 2 Claude Code 1
raphysicst-create/korean-vocational-learning-map-mcp Learning graph MCP server for the 2022 revised curriculum of specialized subjects at Korea 2 Claude Code 1 1,022 tok
anomalyarmor/agents AI skills and MCP server for AnomalyArmor data observability 2 Claude Code, Codex, OpenCode 2 959 tok
samarthanalytics-sj/samarth-analytics-mcp MCP server for Samarth Analytics Google Tag Manager operations 2 Claude Code 1 1,517 tok
sapientsai/power-automate-mcp-server 2 Claude Code 1 1,831 tok
semwalajay83-sem/salesforce-metadata-mcp npmjs.com MCP server with 228 tools for Salesforce: metadata, flows, Apex, LWC, Agentforce, OmniStud 2 Claude Code 1 4,062 tok
costory-io/costory-finops-mcp-skills costory.io Costory provides a FinOps MCP to connect Claude, Cursor, and other AI agents to your cloud 2 Claude Code, Codex, OpenCode 1 1,621 tok
BargLabs/cejel cejel.dev Offline trust certificate for any codebase 2 Claude Code, Codex, OpenCode 2 2,641 tok
Its-fortunatefolly/HubVibe hubvibe-io.com Machine-payable work for autonomous agents: 37 /work capabilities + 5 site audits, one pri 2 Claude Code 1
MeltFlexDevs/techdrawai-skills techdrawai.com AI agent skills for turning a photo of a part into technical drawings, CAD-ready DXF/DWG a 2 Claude Code 1 323 tok
YonasValentin/mcp-memory-graph npmjs.com Local-first memory for Claude Code and any MCP client: hybrid search + knowledge graph in 2 Claude Code 1
Nishant-Chaudhary5338/mcp-code-indexer npmjs.com Index any TypeScript/React repo (incl. monorepos) into a queryable code graph — npx CLI, H 2 Claude Code 1 1,376 tok
askads/mcp-yandex-metrica npmjs.com MCP server for Yandex Metrica — web analytics (traffic, sources, behavior, goal conversion 2 Claude Code 1 1,691 tok
sandraschi/demo-vid-mcp Fleet demo video pipeline — narrated walkthroughs synced to true speech length, with real 2 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 779 tok
crunchtools/mcp-gitlab Secure MCP server for GitLab projects, merge requests, issues, pipelines, and search 2 Claude Code 1 857 tok
cyanheads/faostat-mcp-server npmjs.com Global food & agriculture statistics from the UN FAOSTAT bulk-download corpus, served from 2 Claude Code, Codex, OpenCode 2 15,828 tok
cyanheads/devops-status-mcp-server npmjs.com Check vendor status pages, inspect SSL/TLS certificates, verify DNS propagation, and get i 2 Claude Code, Codex, OpenCode 2 14,214 tok
cyanheads/clipboard-mcp-server npmjs.com System clipboard access for MCP clients 2 Claude Code, Codex, OpenCode 2 6,298 tok
danafitkowski/cpp-cpm-engine mcp.criticalpathpartners.ca Forensically-defensible CPM engine. AACE-canonical. Daubert-disclosed. Bit-identical JS<-> 2 Claude Code 1 1,668 tok
dockndevai/mcp-clickhouse dockndevai.github.io MCP server for ClickHouse — explore, query, and manage with SQL-classification-based secur 2 Claude Code 1
fr33dr4g0n/agentry-public agentry.sh Agentry MCP and Claude plugin/skill for agent-native analytics, error logging, and deploy 2 Claude Code 1 522 tok
george-bobby/mcp-modal The MCP control plane for Modal 2 Claude Code 1 4,010 tok
gregario/hearthstone-oracle Hearthstone MCP server with card search, deck analysis, and strategy coaching 2 Claude Code 1 654 tok
hrtips/cvx CVX — structured input, professional output. YAML in, designed CV PDFs out, entirely on yo 2 Claude Code 5
kindrat86/agentmail sanctionsai.dev Compliance & verification toolkit for AI agents — OFAC sanctions screen, KYA, transaction 2 Claude Code 1 658 tok
matematicsolutions/kio-orzeczenia-mcp matematicsolutions.com MCP server for Polish public-procurement case law (National Appeals Chamber, KIO) via orze 2 Claude Code 1
mahabubul470/gpp mahabubul470.github.io AI-native version control in Rust — continuous capture, encrypted knowledge graph, agent g 2 Claude Code 1 2,003 tok