How real projects configure their agents

31,984 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
Sqcows/forgejo-mcp A Model Context Protocol (MCP) server for Forgejo and Gitea instances. Provides 103 tools 10 Claude Code 1 1,025 tok
blindpaylabs/blindpay-mcp blindpay.com BlindPay's MCP Server. 10 Claude Code 1 1,604 tok
alexsmirnov/obsidian-second-brain-mcp 10 Claude Code, Codex, GitHub Copilot, OpenCode 3 286 tok
sinch/skills sinch.com AI agent skills for Sinch communication APIs. Get expert guidance on getting started, best 10 Claude Code, Codex, OpenCode 2 2,639 tok
stackhawk/stackhawk-mcp 10 Claude Code 1 1,055 tok
aibtcdev/skills aibtc.com AI agent skills for Bitcoin, Stacks, and DeFi operations 10 Claude Code 1 2,840 tok
aoreshkov/kotlin-lib-mcp MCP server: gives your AI agent the real sources, public API and KDoc of any Maven/Gradle- 10 Claude Code 13 3,097 tok
SidneyBissoli/ibge-br-mcp ibge.sidneybissoli.com MCP Server for IBGE APIs - Brazilian geographic, demographic and statistical data 10 Claude Code 1 4,027 tok
grimoire-rs/grimoire grimoire.rs Package manager for AI-agent config. grim installs, updates, and publishes skills, rules, 10 Claude Code, Codex, OpenCode 9 4,196 tok
3aKHP/prts-mcp MCP Server for Arknights PRTS Wiki and local game data 10 Claude Code, Codex, OpenCode 2 7,121 tok
cristianoaredes/mcp-dadosbr 🤖 Model Context Protocol (MCP) server for Brazilian public data lookup - Company (CNPJ) a 10 Claude Code, GitHub Copilot 2 3,843 tok
aaif/community-events 10 Claude Code, Codex, OpenCode 2 1,703 tok
arc-mcp/arc1-adt-abap-mcp-ext Eclipse plugin that wakes SAP's dormant ADT MCP server and contributes extra read-only ABA 10 Claude Code 1 4,018 tok
EricAndrechek/Pacer ericandrechek.github.io Native macOS app for tracking Claude Code usage — tokens, cost, rate-limit pacing, per-pro 10 Claude Code, Codex, OpenCode 2 12,177 tok
eugeniughelbur/agents-md eugeniughelbur.github.io Generate and safely maintain AGENTS.md, the cross-tool standard for AI coding agents. Non- 10 Claude Code, Codex, OpenCode 2 1,012 tok
stag-build/phonebook stag-build.github.io The StoryBook for native mobile applications 10 Claude Code 4 235 tok
conorbronsdon/gws-mcp-server conorbronsdon.com Curated MCP server for Google Workspace: Gmail, Calendar, Drive, Sheets, Docs, and Tasks v 10 Claude Code 1 512 tok
SEI-Pro/mcp-seipro 10 Claude Code 1 6,550 tok
RonMizrahi/sdlc-graph-engineering Turn any multi-step process into a guarded graph a machine can actually execute — typed no 10 Claude Code 1 896 tok
cskiro/claudex Playground for Claude Code Plugins & Skills 10 Claude Code 1 2,070 tok
chrischall/ofw-mcp MCP for interacting with Our Family Wizard (OFW) 10 Claude Code 1 14,995 tok
TsukumoHQ/trovex trovex.dev Token-efficient MCP doc-router — one canonical doc per query for your coding agents. 10 Claude Code 4
akutishevsky/monobank-mcp-server MCP server for integrating with Monobank API. 10 Claude Code 1 2,291 tok
qdonnars/ohmywind ohmywind.fr MCP server + web app for sailing passage planning, worldwide: per-leg ETA, 1-5 complexity 10 Claude Code 1 1,916 tok
BluesPrince/thiri-mcp mcp.thiri.ai Deterministic music-theory MCP server & API — chord analysis, Roman-numeral analysis, voic 10 Claude Code, Codex, OpenCode 2 181 tok
aydincan/turk-hukuku-ve-claude turk-hukuku.com Türk hukuku için açık kaynak Claude Code eklenti pazarı: 81 eklenti, 1000+ beceri. Metodol 10 Claude Code 1 967 tok
AnojSKunte/career-ops-india AI job search for India — scan 196 companies, evaluate fit, generate tailored CVs. Works w 10 Claude Code, Gemini CLI 14 1,156 tok
dip497/hivemind dip497.github.io Infinite canvas for Claude Code & AI coding agents. Run claude, codex, gemini & opencode i 10 Claude Code, Codex, OpenCode 3 4,823 tok
iolairus/borderlint A tool for mapping where your AI data flows and governing it against your residency and so 10 Claude Code, Codex, OpenCode 30 1,718 tok
ASDAlexey/vitest-auto-spy npmjs.com Auto-generate fully-typed test spies from a class — across Vitest, Bun & node:test, with A 10 Claude Code, Gemini CLI 2 623 tok
btseee/clean-code-skills Clean Coding and Clean Archictecture skills for Agents 10 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 7,394 tok
davesheffer/hunch hunchmemory.com A shared record for AI agents: decisions, completed work, and commitments, with sources. G 10 Claude Code, Codex, GitHub Copilot, OpenCode 11 8,064 tok
xCirno1/applyer Turn the coding agent you already use into a focused job-search copilot. 10 Claude Code 1 766 tok
rshade/finfocus rshade.github.io FinOps CLI for Pulumi — projected costs, actual spend tracking, budget enforcement, and co 10 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 40 15,407 tok
Tx1207/hello-scholar In Agent-related practice, I found that blindly piling on a large number of skills does no 10 Claude Code, Codex, OpenCode 2 1,716 tok
kezd088/100x-skill-tiktok TikTok/UGC agent skill 10 Claude Code, Codex, OpenCode 2 2,489 tok
wasix-org/wasinix WASIX package collection based on Nix. 10 Claude Code, Codex, OpenCode 2 1,990 tok
ander1044/wairz An open-source AI assisted firmware analysis tool 10 Claude Code 1 3,495 tok
ateleris/LeGit legit.ateleris.com Fast, themeable desktop Git GUI built with Tauri 2, Rust, and React. Dockable panels, full 10 Claude Code 1 4,847 tok
FireFightLabs/firefight firefight.app Agent ready incident management built for Slack 10 Claude Code 3 4,724 tok
crayon-ai/workbuddy-studio Workbuddy self-media workspace 10 Claude Code 8 425 tok
Aitherium/awdk aitherium.github.io Build AI agent fleets. 3 lines, any backend, local or cloud. Effort-based model routing, 4 10 Claude Code, Codex, OpenCode 2 864 tok
IBazylchuk/paparats-mcp Local‑first MCP server for multi‑repository semantic code search with Qdrant and llama. Tu 10 Claude Code 3 4,462 tok
dynatrace-oss/dynatrace-snowflake-observability-agent A tool that streams selected Snowflake telemetry to the Dynatrace API, enabling enhanced d 10 Claude Code, GitHub Copilot 2 4,679 tok
valibali/hamledger Modern logger program for ham radio amateurs 10 Claude Code, Codex 3 1,738 tok
audacity/audacity.github.io audacityteam.org source code of the Audacity website 10 Claude Code, Codex, OpenCode 2 202 tok
Mentor-Wizard/mentor-wizard-webapp mentor-wizard.github.io Mentor Wizard Webapp based on Larvel + InertiaJS (Vue) 10 Claude Code, Gemini CLI 59 14,942 tok
motorway-sandbox/product-os 10 Claude Code 45 3,127 tok
kaltinril/Kernsmith Cross-platform .NET library + CLI tool for generating bitmap fonts for games from TTF/OTF/ 10 Claude Code 23 1,974 tok
AIFundTeam/genai-starter 10 Claude Code 1 6,333 tok