How real projects configure their agents

24,815 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
bobaba76/Engram Local-first code intelligence and MCP-native review engine for Python and TypeScript repos 5 Codex, OpenCode 1 736 tok
alexmx/peek See and drive any Mac app from your terminal or your AI agent. 5 Claude Code, Codex, OpenCode 2 2,996 tok
shuchitajain/awesome-ai-setup npmjs.com Practical agents for AI-native repository workflows 5 Codex, OpenCode 1 2,265 tok
mudrii/golink Production-grade LinkedIn CLI for humans and LLM agents 5 Claude Code, Codex 3 2,874 tok
yupeng0512/ai-auto-publisher yupeng0512.github.io Multi-platform publishing middleware with REST/MCP interfaces, task state, deduplication, 5 Claude Code, Codex 1 —
mmornati/leanproxy-mcp mmornati.github.io A "Token Firewall" for MCP - reduce AI token costs by 50-80% while securing your code from 5 Codex, OpenCode 1 245 tok
comisai/comis comis.ai Open-source security-first runtime for AI agents that learn and act across sessions. 5 Claude Code, Codex, OpenCode 2 20,957 tok
dubh3124/Director Director: AI-first local system for producing live-app presentation videos and decks. 5 Codex, OpenCode 1 651 tok
PO-VINCENT/ai-shopping-audit Lighthouse for AI shopping: audit any product page for AI-agent readiness. 0-100 score, ev 5 Claude Code, Codex, Gemini CLI, OpenCode 3 409 tok
velhud/PatchBay Route ChatGPT context into local Codex workers. 5 Codex, OpenCode 1 1,543 tok
Afnanksalal/co-op co-op.software Co-Op is local-first business management software for company planning, research, files, c 5 Codex, OpenCode 1 1,095 tok
llmpolska/llm-design-engine Creative director and design compiler for coding agents 5 Codex, OpenCode 1 720 tok
velias/mcp-auth-adapter An authentication adapter for Model Context Protocol (MCP) world. It sits in front of any 5 Codex, OpenCode 1 5,980 tok
MichaelCereda/stampo Turn any API or config into a real CLI. Single static binary, zero dependencies, tab compl 5 Codex, OpenCode 1 813 tok
binary16labs/prime-silo binary16labs.github.io The canonical Sovereign AI Agent OS & runtime harness. Built for Model Context Protocol (M 5 Claude Code, Codex, OpenCode 13 11,239 tok
symphos-ai/orcho-core docs.orcho.dev Production harness and control plane for accountable AI-assisted software delivery 5 Claude Code, Codex, OpenCode 16 2,148 tok
lachlanchen/AgInTi-LabCanvas lazying.art AgInTi LabCanvas: agentic studio for editable scientific figures, CAD devices, and experim 5 Codex, OpenCode 1 9,085 tok
brodewa369/roowet-semantic-vault-search Local RAG semantic search for Obsidian vaults — Ollama + LanceDB + MCP. Search your markdo 5 Codex, OpenCode 1 1,700 tok
swayamg20/AgentRelay swayamg20.github.io Self-hosted MCP mailbox for secure agent-to-agent collaboration across repositories and ma 5 Claude Code, Codex, OpenCode 2 1,685 tok
Aditya251610/opentool opentool.space Open-source MCP server. Give AI agents authenticated access to GitHub, Notion, Slack and 1 5 Claude Code, Codex, GitHub Copilot 4 819 tok
noblepayne/mcp-injector HTTP shim for injecting MCP tools into OpenAI-compatible chat completions 5 Codex, OpenCode 1 7,776 tok
FrangSierra/Alembic Reduce noisy shell, CI, diff, and MCP-adjacent output into compact answers your coding age 5 Codex, OpenCode 1 11 tok
agent-receipts/openclaw obsigna.dev Agent Receipts / Obsigna plugin for OpenClaw — cryptographically signed audit trail for ag 5 Claude Code, Codex, GitHub Copilot, OpenCode 6 1,940 tok
yeomyeonggeori/blueclaw A POSIX-isolated agent host: a Go daemon that runs an AI agent harness on behalf of the pe 5 Codex, OpenCode 1 3,134 tok
jaysonmulwa/flanner flanner.io Local-first agent context — versioned on your machine, synced peer-to-peer between your te 5 Claude Code, Codex, OpenCode 5 300 tok
BlaiseMoses01/playback-mcp blaisemoses01.github.io Control YouTube playback from local AI agents and MCP-compatible tools like Claude Code, C 5 Claude Code, Codex, OpenCode 4 1,336 tok
ycanerden/mesh trymesh.chat Your AI team's home base. Connect Claude, Cursor, and Gemini into one room. Built and oper 5 Claude Code, Codex, OpenCode 2 1,745 tok
rafaelghif/antigravity-agents Universal agentic engineering layer for Google Antigravity. Features autonomous multi-agen 5 Claude Code, Codex, Gemini CLI, OpenCode 21 1,701 tok
faith-tools/open-chat open-chat.dev Roll your own chat with just a few lines of code. Open source alternative to ChatKit. Use 5 Codex, OpenCode 1 1,579 tok
deadtrickster/serenedash A live terminal dashboard for a SereneDB server: storage, memory, sessions, per-thread CPU 5 Codex, OpenCode 1 4,236 tok
olgasafonova/mcp-otel-go OpenTelemetry middleware for Go MCP servers (go-sdk) 5 Claude Code, Codex, OpenCode 5 1,233 tok
zeshuochen/nekoro-browser pypi.org Lightweight browser automation CLI + MCP server driving your everyday Chrome via the exten 5 Claude Code, Codex, OpenCode 2 706 tok
msradam/rocannon msradam.github.io An MCP server generator for Ansible. Reflects every installed module from ansible-doc into 5 Codex, OpenCode 1 1,936 tok
managedcode/MCPGateway Searchable MCP and AITool gateway for .NET, built on Microsoft.Extensions.AI with embeddin 5 Codex, OpenCode 52 9,186 tok
gkoreli/backlog-mcp gkoreli.com Your backlog is your agent's memory 5 Claude Code, Codex, OpenCode 3 826 tok
Mazalucas/El-DT Orchestrator structure for projects management with Antigravity/Cursor, etc 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 8 24,428 tok
Sri-Krishna-V/Derived-WMD The Agentic Generative UI Platform: Transform natural language into production-ready React 5 Claude Code, Codex 11 —
a9a4k/tour Local code review at AI speed — TUI + webapp over a pinned git diff. 5 Claude Code, Codex, OpenCode 19 73 tok
willackerly/rebar Swarm collective learning & coordination framework with MCP-enabled ASK agents for enterpr 5 Claude Code, Codex, OpenCode 3 1,577 tok
nikolailehbrink/llm-stack llm-stack.nikolailehbr.ink Optimized full-stack starter repo for usage with Coding Agents 5 Claude Code, Codex, OpenCode 2 1,990 tok
Hyper3Labs/clawdrive claw3drive.com Google Drive for AI agents. Store any file and search by meaning across modalities. 5 Claude Code, Codex, OpenCode 3 241 tok
habedi/dotfiles habedi.github.io My dotfiles, AI agent skills, technical notes, and other reuable and useful files 5 Claude Code, Codex, OpenCode 2 1,396 tok
RonCodes88/okf-agents LangGraph and LangChain retriever, tools, and navigator subgraph for OKF (Open Knowledge F 5 Codex, OpenCode 1 1,350 tok
truss-harness/Truss Single-user, local agentic harness 5 Codex, OpenCode 6 83 tok
ameenmari/agentprodready agentprodready-websi-yafj.bolt.host Build an agent in minutes. Add production controls when you need them. 5 Codex, OpenCode 1 272 tok
soumendrak/ragwatch An SDK for Python AI Agents. Under heavy development. 5 Codex, OpenCode 1 2,932 tok
dbrattli/adc Structured decision comments (ADCs) for agent-written, human-reviewed code. 5 Codex, OpenCode 1 729 tok
wolf-jonathan/workspace-x AI workspace manager - link repos together for multi-repo AI workflows 5 Claude Code, Codex, OpenCode 2 1,262 tok
dimosgit/grounded-knowledge-engine gke.dimouzunov.com Local-first engine that grounds an AI agent's answers in your own Markdown and captures wh 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 3,385 tok
DataJourneyHQ/MCP datajourneyhq.github.io DJHQ smarty pants 5 Codex, OpenCode 1 503 tok