23,799 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 agents8,544Claude Code6,892Git and workflow3,622Data and AI3,580Backend and APIs3,558Languages3,492Planning3,321Code review2,907Testing2,690DevOps and cloud2,489Writing and docs2,484Memory and context2,374Research2,321Frontend2,311Security2,178Project management1,971
All Claude Code32,539 Codex24,879 OpenCode23,799 GitHub Copilot3,723 Gemini CLI2,040 Cursor1,772 Windsurf202 Kiro116
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| szpak-dev/enclosure Enclosure runtime. | 1 | Codex, OpenCode | 1 | 97 tok |
| sandraschi/sketchboard-excalidraw-mcp Excalidraw canvas authorship + headless-render MCP server (fork/merge of lesleslie/excalid | 1 | Claude Code, Codex, OpenCode | 2 | 510 tok |
| matdev83/patch-file-mcp-fork Agent‑ready MCP server for precise, cross‑model file edits. Improves context management an | 1 | Codex, OpenCode | 1 | 664 tok |
| gdavos007/stat-agent-mcp-spec Statistics Testing Agent | 1 | Codex, OpenCode | 1 | 1,913 tok |
| jvanderberg/wikimemory Personal, passkey-protected memory for Claude, Codex, and other MCP clients | 1 | Claude Code, Codex, OpenCode | 2 | 347 tok |
| totooss/relaycore RelayCore is a lightweight cross-agent memory and command relay for local AI runtimes. Ins | 1 | Claude Code, Codex, OpenCode | 2 | 1,478 tok |
| teslashibe/web-scrape CLI-first website scrape + browser fetch with SSRF/robots guards and optional CapSolver Cl | 1 | Codex, OpenCode | 1 | 592 tok |
| rome-protocol/rome-cli The Rome Protocol dev CLI + MCP server — grounded chain facts, build patterns, and the Rom | 1 | Codex, OpenCode | 1 | 3,781 tok |
| marcmodin/mcp-prompt-server A demo of a universal prompt mcp that serves custom prompts that can be used in multiple A | 1 | Claude Code, Codex, OpenCode | 5 | 374 tok |
| rayven122/mcp-ie-migration-vrt MCP server for paired Edge IE mode and Chromium Edge visual regression testing | 1 | Codex, OpenCode | 1 | 1,011 tok |
| routemesh/routemesh-mcp MCP Server for the RouteMesh service | 1 | Codex, OpenCode | 1 | 365 tok |
| myczh-1/project-brain | 1 | OpenCode | 4 | — |
| uscaidev/galpi-korean-law-mcp uscaidev.github.io Read-only MCP server for reviewing Korean laws by purpose | 1 | Claude Code, Codex, OpenCode | 3 | 351 tok |
| alrcatraz/astra-aigate A all-in-one system to organise your LLM providers, MCP, and other supportive services for | 1 | Codex, GitHub Copilot, OpenCode | 2 | 5,247 tok |
| TresorAlad/Software-Factory-MCP Turn Cursor into a local software factory: 10 MCP agents (architect, QA, security...) | 1 | Codex, OpenCode | 1 | 521 tok |
| sandraschi/podman-mcp FastMCP 3.5 control plane for Podman on Windows/WSL2 — containers, pods, compose, analytic | 1 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf | 6 | 1,201 tok |
| ourobx/agent-ebpf ksec.space Zero-Code, Zero-Overhead Kernel Firewall for AI Workflows & LLM Agents (eBPF / MCP) | 1 | Claude Code, Codex, GitHub Copilot, OpenCode | 11 | 20,564 tok |
| Arjia-Labs/sark Slack → sandboxed coding agents. One ascii.dev Box per thread, on Cloudflare Workers. | 1 | Codex, OpenCode | 1 | 2,580 tok |
| noisystreet/worbrow Agent search CLI: drives local headless browsers (Chrome/Firefox, self-built CDP/Marionett | 1 | Codex, OpenCode | 1 | 665 tok |
| lujoai/Lujo-MCP AI debugging and tracing platform based on the MCP protocol, providing session management, | 1 | Codex, OpenCode | 1 | 2,295 tok |
| Miraculix2050/LoxBerry-Plugin-MCP-Server MCP-Server für Loxone und LoxBerry – lokal, berechtigungsbasiert und ohne eigenen Cloud-Di | 1 | Codex, OpenCode | 1 | 688 tok |
| abap2UI5/mcp-server The abap2UI5 MCP server — an agent writes an app, runs it and sees the screenshot, without | 1 | Claude Code, Codex, OpenCode | 2 | 27,984 tok |
| ngabzar02/memo-server Local MCP server for latest library docs (Context7 clone): free, unlimited, offline-capabl | 1 | Codex, OpenCode | 1 | 1,150 tok |
| 110kc3/seo index.percall.dev Open registry and discovery API for AI products, agent tools, and MCP services. | 1 | Claude Code, Codex, OpenCode | 2 | 1,020 tok |
| moonandecho/origin-memorycore LLM Agent memory governance layer — hot/cold tiers, automatic overflow + adaptive recall t | 1 | Codex, OpenCode | 1 | 951 tok |
| maoxiangzhe/board-mcp A small MCP utility, an MCP bulletin board that enables AI tools to coordinate their work | 1 | Claude Code, Codex, OpenCode | 2 | 1,008 tok |
| tuxevil/tuxnews An agent-native, AI-powered news engine that learns your taste, eliminates clickbait, arch | 1 | Claude Code, Codex, OpenCode | 5 | 2,152 tok |
| pureia/wechat-devtools-mcp Local MCP server for the WeChat Mini Program automation tool miniprogram-automator, wrappi | 1 | Codex, OpenCode | 1 | 120 tok |
| ncleton-petitmaker/leclerc-drive-mcp Unofficial E.Leclerc Drive MCP server and CLI backed by an isolated persistent browser ses | 1 | Claude Code, Codex, OpenCode | 2 | 313 tok |
| harshitagarwal2/StockResearchAgents Harness-neutral, evidence-first company research with versioned contracts, MCP adapters, a | 1 | Claude Code, Codex, OpenCode | 2 | 702 tok |
| Enthusiasm23/abacus Local Excel automation framework named after Chinese mathematical culture, providing three | 1 | Codex, OpenCode | 1 | 1,637 tok |
| ishan-parihar/facebook-lyr Facebook / Messenger MCP server for AI agents (cookie-based web scraping) | 1 | Claude Code, Codex, OpenCode | 3 | 1,482 tok |
| monroedean/doctor-of-credit-mcp Source-backed bank bonus and credit-card offer research through MCP. | 1 | Codex, OpenCode | 1 | 79 tok |
| GeniusTechnoMystic/ossinsight-mcp MCP server wrapping the OSSInsight REST API — GitHub repo analytics, trending, collections | 1 | Codex, OpenCode | 1 | 319 tok |
| 26BB/agentic-awesome-skills-mcp Remote MCP SSE Server wrapper for agentic-awesome-skills | 1 | Codex, OpenCode | 1 | 1,425 tok |
| andreibrosmaster/ph-compliance-mcp | 1 | Codex, OpenCode | 1 | 1,187 tok |
| gaabrielrd/local-model-workers-mcp Servidor MCP para delegar tarefas de exploração e criação de testes a um modelo local | 1 | Claude Code, Codex, OpenCode | 2 | 1,373 tok |
| codeyogi911/able codeyogi911.github.io Agent-first, open-source ERP for service businesses. Able Desk — a support desk and CRM on | 1 | Claude Code, Codex, OpenCode | 3 | 771 tok |
| nguyenthdat/kuroko Agent-native, programmable web security testing platform in Rust — an open-source Burp Sui | 1 | OpenCode | 1 | — |
| seokh1213/unity-my-mcp | 1 | Codex, OpenCode | 1 | 1,415 tok |
| shbernal/caniemail-ai-tooling An agent skill and an MCP server giving AI agents correct access to email client HTML/CSS | 1 | Codex, OpenCode | 1 | 5,002 tok |
| Hackerprod/Agent-Orchestrator Shared MCP hub that lets multiple coding-agent CLIs (opencode, and others via adapters) re | 1 | Codex, OpenCode | 1 | 60 tok |
| dkdottk/obsidian-bridge Connect Cursor agents to your local Obsidian vault via Local REST API — MCP tools, setup s | 1 | Codex, OpenCode | 1 | 158 tok |
| Happypig375/vscode-jupyter-mcp-server | 1 | Codex, OpenCode | 1 | 3,914 tok |
| John-CEO-HQ/cockroachdb-x-aws-hackathon john.ceo The memory layer behind John CEO - durable agent memory with CockroachDB VECTOR + AWS Lamb | 1 | Codex, OpenCode | 1 | 530 tok |
| lenhonbp/codex-memory-intelligence Persistent project memory and intelligence layer for Codex and AI coding agents. | 1 | Codex, OpenCode | 1 | 803 tok |
| Ylyass/mcp-privilege-profiler Task-scoped least-privilege security proxy and Wazuh detection bridge for MCP-based AI age | 1 | Codex, OpenCode | 1 | 172 tok |
| Valdivia94x/tizon-mcp tizon-mcp.vercel.app Servidor Model Context Protocol para operar un restaurante ficticio, con un playground que | 1 | Claude Code, Codex, OpenCode | 2 | 159 tok |
| benkipnis/virtual_engineer AI-assisted chiller troubleshooting demo powered by MongoDB Atlas, MCP tools, and an LLM a | 1 | Codex, OpenCode | 1 | 493 tok |
| sandraschi/rtorrent-mcp rTorrent MCP server: torrent management, multi-source search, post-processing, and Austria | 1 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf | 6 | 2,855 tok |