How real projects configure their agents

32,006 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 agents7,609Claude Code6,644Data and AI3,677Backend and APIs3,502Languages3,403Planning3,220Git and workflow3,193Code review2,743Testing2,377Memory and context2,363DevOps and cloud2,314Writing and docs2,311Research2,293Frontend2,259Security2,022Productivity1,721

All Claude Code32,006 Codex23,251 OpenCode22,198 GitHub Copilot3,552 Gemini CLI1,917 Cursor1,737 Windsurf138 Kiro81

Project Stars Configures Files Always loaded
kismatkunwar89/SAVVYDFIR-MCP AI-driven DFIR framework: an MCP server that turns Claude Code into an autonomous digital- 4 Claude Code, Cursor 25 11,266 tok
davidnichols-ops/trustcard Cryptographic trust infrastructure for MCP servers — signed manifests, TOFU pinning, two-g 4 Claude Code, Codex, OpenCode 3 2,467 tok
j0KZ/synthlab-mcp-server AI-powered synthesis lab — Compose songs, generate Pure Data & VCV Rack patches, map MIDI 4 Claude Code 1 2,509 tok
converra/agent-triage Diagnose your AI agents in production. Extract policies from prompts, evaluate traces, gen 4 Claude Code, GitHub Copilot 2 1,115 tok
u9401066/nsforge-mcp Neurosymbolic Forge — an MCP server that turns concepts into verifiable, traceable formula 4 Claude Code, Codex, GitHub Copilot, OpenCode 23 5,925 tok
fbsobreira/gotron-mcp gotron.sh MCP server for TRON blockchain — connect AI agents to TRX, TRC20, smart contracts, staking 4 Claude Code 1 1,273 tok
vvooki-sys/loomem loomem.ai Open-source context layer for LLM agents — a single Rust binary served over MCP that feeds 4 Claude Code, Codex, OpenCode 2 3,439 tok
sso-ss/figma-unified-mcp figma-unified-mcp.pages.dev Describe it, and it appears in Figma. 106 tools, 14 agent skills. Read, create, edit desig 4 Claude Code 1 2,662 tok
ben4mn/meet-edward meet-edward.com Open-source AI assistant with persistent memory, self-evolution, and proactive monitoring. 4 Claude Code 1 8,015 tok
ozgurkarahan/salesforce-meta-tool-identity-propagation Salesforce Meta Tool (MCP Server) with end-to-end identity propagation via On-Behalf-Of (J 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 868 tok
Sagargupta16/mcp-toolkit TypeScript middleware toolkit for MCP servers - authentication, caching, rate limiting, CO 4 Claude Code 1 995 tok
os-tack/fcp-drawio MCP server for creating and editing draw.io diagrams through intent-level commands 4 Claude Code 1 373 tok
Scaffoldic/agentforge-graph pypi.org Turn any repo into a Code Knowledge Graph your coding agent can reason over — symbols, API 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,309 tok
rhaist/marq Universal cyber assistant: ~80 audited Kali tools + an expert skills library, driven by an 4 Claude Code 1 3,553 tok
Driftya/code-meridian driftya.com Local graph memory for AI coding agents, giving MCP-compatible tools precise codebase cont 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,121 tok
AvivAvital2/Ariadne Gives LLMs precise answers from pre-researched code across repositories and languages - in 4 Claude Code 1 3,912 tok
blackswanwtf/blackswan-mcp BlackSwan Risk Intelligence MCP Server 4 Claude Code 1 816 tok
TMHSDigital/steam-mcp npmjs.com MCP server for Steam & Steamworks APIs - 25 tools (18 read + 7 write) for store data, play 4 Claude Code, Cursor 2 975 tok
qyinm/phtui 4 Claude Code, Codex 1
lewing/helix.mcp nuget.org CLI tool and MCP server for investigating .NET CI failures in Helix and Azure DevOps 4 Claude Code, Codex 46
cachet-jp/ln-agent-poc-v2 MCP server & Claude Code skills to buy gift cards, eSIMs & mobile top-ups with Bitcoin — p 4 Claude Code 6 740 tok
pepuscz/passwd passwd.team passwd.team for AI agents — MCP server, agent-safe CLI, and full CLI. Agents use credentia 4 Claude Code 1 1,378 tok
Vahlame/create-vkm-kit npmjs.com Cross-platform kit that gives AI agents (Claude Code, Codex, Cursor) persistent memory: Ma 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,822 tok
jackjin1997/AgentBench-Live jackjin1997.github.io Variance-aware benchmark for AI coding agents. Same agent + same task can swing 70 points 4 Claude Code 1 536 tok
qus0in/1ggun qus0in.github.io Receive agent notifications in the voice of a worker from Imjinrok 2. 4 Claude Code 6
sageox/agentx Detect, configure, and extend 14 AI coding agents (Claude Code, Codex, Cursor, Copilot, et 4 Claude Code, Codex, OpenCode 14 580 tok
stilero/bankan The control center for managing many AI coding agents in one simple UI. See every task, e 4 Claude Code, Codex, OpenCode 5 2,315 tok
al2m4n/TheYgent theygent.ai No-code, local-first studio for building and running production ready AI agents. Inference 4 Claude Code, Codex, OpenCode 2 1,636 tok
pilotwaffle/TORQCLAW A governed control plane for AI agents — approval before action, budget before spend, rece 4 Claude Code, Codex, OpenCode 6 4,597 tok
Simokod/codecks-mcp A simple Model Context Protocol server for basic Codecks task management 4 Claude Code 1
memandip/agman memandip.github.io agman — agent manager: AWS_PROFILE-style config profiles for AI coding agents (Claude Code 4 Claude Code 1 1,565 tok
camjac251/tool-gates camjac251.github.io Intelligent tool permission gate & security hooks for AI assistants (Claude Code, Codex, A 4 Claude Code, Codex, OpenCode 3 2,051 tok
firesh/sslmon-mcp MCP for Domain & SSL cert expire date check 4 Claude Code 1 482 tok
fmind/dotfiles fmind.dev AI-driven, CLI-first dotfiles for Linux & macOS — chezmoi + mise, Fish, Neovim, and a cust 4 Claude Code, Codex, OpenCode 4 2,657 tok
r-design-j/tri-party-framework Verifiable Codex + Claude + Gemini collaboration framework with source checks, mutual cros 4 Claude Code, Codex, OpenCode 7 2,169 tok
gingugu/gingugu A pirate never forgets where the treasure's buried. 🏴‍☠️ 4 Claude Code, Codex, OpenCode 30 4,945 tok
ByAxe/keynote-mcp A Model Context Protocol (MCP) server that enables AI assistants to control Keynote presen 4 Claude Code 1 1,312 tok
craigcossairt/trellis The structure a project grows on: a free starter template for AI-assisted development. One 4 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 9 5,088 tok
pavelpilyak/devrecall 4 Claude Code 1 1,350 tok
SeidSmatti/promptPrimer Meta-prompt system for agentic CLIs. Classifies your task, loads domain-specific best prac 4 Claude Code, Codex, Gemini CLI, OpenCode 3 7,731 tok
john-wilmes/claude-agentic-coding-playbook Evidence-based practices for LLM-assisted development. Install scripts, Claude Code config 4 Claude Code 1 831 tok
newtv-ai/switchboard Self-hosted phone-to-terminal bridge for Claude Code, Codex, and Antigravity. No cloud rel 4 Claude Code, Codex, OpenCode 2 765 tok
wyattjoh/jsr-mcp Model Context Protocol server for the JSR (JavaScript Registry) 4 Claude Code 1 1,113 tok
tomholford/mcp-tic-tac-toe Play tic-tac-toe against an LLM via MCP 4 Claude Code 1 219 tok
memorysaver/awesome-claude-code An opinionated list of awesome claude sub-agent designs. 4 Claude Code 1 539 tok
ddisisto/si 4 Claude Code 9 1,334 tok
45ck/open-genome-agent Local-first DNA and VCF analysis copilot for evidence-bound genomics workflows, confidence 4 Claude Code, Codex, OpenCode 22 1,422 tok
zircote/git-notes-memory pypi.org Git-native, semantically-searchable memory storage for Claude Code. Captures decisions, le 4 Claude Code, GitHub Copilot 2 3,796 tok
toyamarinyon/giselle giselles.ai Giselle: AI for Agentic Workflows. Human-AI Collaboration. Open Source. 4 Claude Code, Codex, OpenCode 10 3,420 tok
yuchenbigpen1/normies landing.normies.work AI coding agents for people who aren't engineers 4 Claude Code 1 1,136 tok