How real projects configure their agents

31,986 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 agents7,699Claude Code6,660Data and AI3,668Backend and APIs3,501Languages3,399Planning3,231Git and workflow3,226Code review2,759Testing2,389Memory and context2,368Writing and docs2,333DevOps and cloud2,313Research2,290Frontend2,267Security2,038Project management1,731

All Claude Code31,986 Codex23,430 OpenCode22,372 GitHub Copilot3,564 Gemini CLI1,915 Cursor1,742 Windsurf150 Kiro84

Project Stars Configures Files Always loaded
inavi-systems/inavi-mcp 0 Claude Code 1 1,151 tok
inspicere/mcp-defectdojo MCP server for DefectDojo vulnerability management 0 Claude Code 1 825 tok
inviti8/Obolus 0 Claude Code 1 3,179 tok
receptron/mulmocast-vision 0 Claude Code 1 211 tok
itmplatform/mcp-server ITM Platform's MCP Server for AI Agents 0 Claude Code, Codex, OpenCode 2 1,033 tok
ivanantigravity-lgtm/gpt-image-2-polza-mcp GPT Image 2 MCP server through the Polza API 0 Claude Code 1 200 tok
ivanlai/primer-mcp A Jira-lite MCP server that enforces planning-first workflows for AI-assisted development 0 Claude Code 1 1,549 tok
janeksm/mcp-digger Progressive .NET NuGet source explorer for AI agents via MCP 0 Claude Code 5 1,601 tok
jarmstrong158/Conductor Local automation platform with a web dashboard for managing scheduled Python/batch tasks. 0 Claude Code 1 2,365 tok
jarvis-intelligence/jarvis jarvis-intelligence.github.io JARVIS is an intelligent layer that gives agents access to their code, knowledge, context, 0 Claude Code, Codex, OpenCode 3 9,865 tok
jaytahir/Anagent 0 Claude Code, Codex, OpenCode 2 159 tok
jedanderson432/jedanderson-site Personal corpus — essays, papers, and concept pieces by Jed Anderson. https://jedanderson. 0 Claude Code 2 1,017 tok
labjp-mcp/mcp-alertmanager MCP server for Prometheus Alertmanager - native Go binary 0 Claude Code, Codex, OpenCode 2 842 tok
labjp-mcp/mcp-prometheus MCP server for Prometheus monitoring - native Go binary 0 Claude Code, Codex, OpenCode 2 842 tok
jmendozapuche/latam-synth 0 Claude Code 1 1,367 tok
joshidikshant/loopback npmjs.com Interactive feedback layer between the app you're building and your coding agents (MCP). P 0 Claude Code, Codex, Gemini CLI, OpenCode 4 1,008 tok
joshuasundance-swca/paper-chaser-mcp FastMCP server for academic research workflows: paper discovery, literature mapping, citat 0 Claude Code, GitHub Copilot 2 1,514 tok
junct-bot/aarna-mcp aarna.mcp.junct.dev Aarna MCP server — 138 tools for AI agent access to Aarna (vault). Hosted by Junct. 0 Claude Code 1
junct-bot/aave-mcp aave.mcp.junct.dev Aave MCP server — 6 tools for AI agent access to Aave (analytics). Hosted by Junct. 0 Claude Code 1
junct-bot/beefy-mcp beefy.mcp.junct.dev Beefy MCP server — 10 tools for AI agent access to Beefy (vault). Hosted by Junct. 0 Claude Code 1
junct-bot/binance-mcp binance.mcp.junct.dev Binance MCP server — 340 tools for AI agent access to Binance (analytics). Hosted by Junct 0 Claude Code 1
junct-bot/blockscout-mcp blockscout.mcp.junct.dev Blockscout MCP server — 56 tools for AI agent access to Blockscout (analytics). Hosted by 0 Claude Code 1
junct-bot/coingecko-mcp coingecko.mcp.junct.dev Coingecko MCP server — 36 tools for AI agent access to Coingecko (analytics). Hosted by Ju 0 Claude Code 1
junct-bot/coinmarketcap-mcp coinmarketcap.mcp.junct.dev Coinmarketcap MCP server — AI agent access to Coinmarketcap. Hosted by Junct. 0 Claude Code 1
junct-bot/compound-mcp compound.mcp.junct.dev Compound MCP server — 8 tools for AI agent access to Compound (analytics). Hosted by Junct 0 Claude Code 1
junct-bot/curve-mcp curve.mcp.junct.dev Curve MCP server — 43 tools for AI agent access to Curve (analytics). Hosted by Junct. 0 Claude Code 1
junct-bot/eigenlayer-mcp eigenlayer.mcp.junct.dev Eigenlayer MCP server — 8 tools for AI agent access to Eigenlayer (analytics). Hosted by J 0 Claude Code 1
junct-bot/ens-mcp ens.mcp.junct.dev Ens MCP server — 23 tools for AI agent access to Ens (vault). Hosted by Junct. 0 Claude Code 1
junct-bot/etherscan-api-mcp etherscan-api.mcp.junct.dev Etherscan Api MCP server — 71 tools for AI agent access to Etherscan Api (analytics). Host 0 Claude Code 1
junct-bot/euler-mcp euler.mcp.junct.dev Euler MCP server — 16 tools for AI agent access to Euler (analytics). Hosted by Junct. 0 Claude Code 1
junct-bot/gmx-mcp gmx.mcp.junct.dev Gmx MCP server — 139 tools for AI agent access to Gmx (vault). Hosted by Junct. 0 Claude Code 1
junct-bot/jupiter-mcp jupiter.mcp.junct.dev Jupiter MCP server — 4 tools for AI agent access to Jupiter (dex). Hosted by Junct. 0 Claude Code 1
junct-bot/lido-mcp lido.mcp.junct.dev Lido MCP server — 6 tools for AI agent access to Lido (vault). Hosted by Junct. 0 Claude Code 1
junct-bot/maker-mcp maker.mcp.junct.dev Maker MCP server — 10 tools for AI agent access to Maker (analytics). Hosted by Junct. 0 Claude Code 1
junct-bot/stargate-mcp stargate.mcp.junct.dev Stargate MCP server — 42 tools for AI agent access to Stargate (analytics). Hosted by Junc 0 Claude Code 1
junct-bot/synthetix-mcp synthetix.mcp.junct.dev Synthetix MCP server — 22 tools for AI agent access to Synthetix (analytics). Hosted by Ju 0 Claude Code 1
junct-bot/uniswap-mcp uniswap.mcp.junct.dev Uniswap MCP server — 17 tools for AI agent access to Uniswap (dex). Hosted by Junct. 0 Claude Code 1
justinwilliames/orbit-for-claude yourorbit.team Lifecycle marketing in Claude — 87 skills and 135 tools: email render QA, deliverability, 0 Claude Code 1 1,756 tok
kandikandikandi/agentic-diaries-mcp MCP server: welfare protocol from Agentic Diaries (decline/pass/exit/notice-loop/etc) in a 0 Claude Code 1 1,961 tok
kcw2034/maplestory-mcp-server MCP server for MapleStory OpenAPI - query character info, rankings, union, guild and more 0 Claude Code 1 290 tok
kimsb2429/internal-knowledge-base Research, evidence analysis, and build plan for a production RAG pipeline with MCP server 0 Claude Code 1 821 tok
klewicki7/VibeLens 0 Claude Code, Codex, OpenCode 2 1,033 tok
kcofoni/duplicati-mcp MCP server for Duplicati backup management 0 Claude Code 1
kota1026/quantum-shield quantum-shield-alpha.vercel.app Post-quantum asset protection protocol using ML-DSA + SLH-DSA on Ethereum 0 Claude Code, Codex, OpenCode 9 2,573 tok
kristof-sudo/agentcrush-app agentcrush.xyz The public record of AI agents. Independent and evidence-ranked across x402, ERC-8004, MCP 0 Claude Code, Codex, OpenCode 11 1,418 tok
kuwaitdevs/myfatoorah-mcp npmjs.com LLM-friendly MCP server for the MyFatoorah payments API 0 Claude Code, Codex, GitHub Copilot, OpenCode 3 832 tok
kvdm-co-pilot/create-cmp Create production mobile apps (Android + iOS, one Kotlin codebase) with AI — deterministic 0 Claude Code, Codex, OpenCode 6 1,091 tok
lastmanupinc-hub/AXIS-iliad iliad.trustfabric.ai Turn any codebase into agent-ready artifacts. 152 deterministic generators across 21 progr 0 Claude Code, Codex, OpenCode 2 4,593 tok
leadbay/mcp Leadbay MCP 0 Claude Code 1 6,840 tok
legann/repovine Local repository knowledge layer for coding agents: deterministic graph, versioned memory, 0 Claude Code, Codex, OpenCode 17 1,381 tok