23,279 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 agents7,622Claude Code6,647Data and AI3,678Backend and APIs3,504Languages3,404Planning3,218Git and workflow3,203Code review2,744Testing2,378Memory and context2,367Writing and docs2,318DevOps and cloud2,312Research2,291Frontend2,259Security2,027Productivity1,717
All Claude Code32,008 Codex23,279 OpenCode22,224 GitHub Copilot3,555 Gemini CLI1,920 Cursor1,736 Windsurf139 Kiro81
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| shermozle/lms-mcp Model Context Protocol server for Lyrion Music Server (LMS) JSONRPC API | 0 | Codex, OpenCode | 1 | 945 tok |
| mlnima/browser-use-native-windows Browser use MCP which only use your mouse, keyboard, screenshot, windows accessibility, No | 0 | Codex, OpenCode | 1 | 234 tok |
| expandingideas-ai/Mnemo-MCP | 0 | Claude Code, Codex, OpenCode | 2 | 6,417 tok |
| albeorla/personal-finance-agent Local MCP server giving an AI agent grounded, evidence-backed personal-finance tools: cash | 0 | Claude Code, Codex, OpenCode | 4 | 303 tok |
| Clew-Code/mcp-coco MCP Bridge: OpenClaw ↔ Hermes Agent | 0 | Codex, OpenCode | 1 | 338 tok |
| yoloyash/web-basics-mcp | 0 | Codex, OpenCode | 1 | 763 tok |
| null-create/shodan-mcp-server An MCP server that provides Shodan query functionality to AI Agents | 0 | Codex, OpenCode | 1 | 1,189 tok |
| Krat12/mcp-code-index | 0 | Codex, OpenCode | 1 | 3,858 tok |
| wynnset/marketplace-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 3,860 tok |
| exabyteso/mailpit_mcp MCP server and HTTP client for Mailpit local email testing | 0 | Codex, OpenCode | 1 | 178 tok |
| Ham12-3/tradinview-mcp | 0 | Claude Code, Codex, OpenCode | 3 | 96 tok |
| markobullrush/motion-mcp-2 | 0 | Claude Code, Codex, OpenCode | 2 | 1,949 tok |
| markobullrush/motion-mcp-3 | 0 | Claude Code, Codex, OpenCode | 2 | 1,949 tok |
| xcodethink/openwaycast Turn a company URL into a vertical brand-film — script, voiceover, city backgrounds, MP4. | 0 | Claude Code, Codex, OpenCode | 2 | 1,618 tok |
| vndmea/mcp-code-worker A TypeScript MCP-first runtime for safely coordinating multi-model coding workers, tools, | 0 | Codex, OpenCode | 1 | 159 tok |
| myx0423/tech-memory-mcp Chinese technical knowledge memory MCP Server for AI agents, giving Claude Code long-term | 0 | Codex, OpenCode | 1 | 2,046 tok |
| sdrpsps/towngas-mcp Hong Kong and China Gas MCP server, with a debugging CLI and TypeScript SDK. | 0 | Codex, OpenCode | 1 | 1,866 tok |
| ussdeveloper/memory-star Local semantic memory MCP server for AI coding agents (Cursor, VS Code, OpenCode) | 0 | Codex, OpenCode | 1 | 1,623 tok |
| andreparmar/hevy-mcp-remote Remote-ready MCP server for Hevy workout data — full API coverage via chrisdoc/hevy-mcp, w | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 6,177 tok |
| Mnemoq/MnemoQ Local-first memory engine for AI agents — MCP-native, graph-linked, spaced repetition. Pro | 0 | Claude Code, Codex, OpenCode | 21 | 641 tok |
| ashybulakstroy/youtube-unsubscribe-all-mcp mcp server for mass bulk unsubscribe from youtube feeds | 0 | Codex, OpenCode | 1 | 1,977 tok |
| NicholasSynovic/scc-mcp A model context protocol that enables LLM interfacing with `boyter/scc` | 0 | Codex, OpenCode | 1 | 660 tok |
| dfieser/lcf-strain-life dfieser.github.io AI-agent-native low cycle fatigue strain-life analysis. Python library plus MCP server: re | 0 | Claude Code, Codex, OpenCode | 3 | 2,570 tok |
| JulioMCruz/Stellar-mcp | 0 | Codex, OpenCode | 1 | 996 tok |
| vvzvlad/research-mcp MCP facade: 3 curated tools (web_search, read_page, read_pages) over a plugin pipeline — S | 0 | Codex, OpenCode | 1 | 1,292 tok |
| Howthemeaning/gnmi-mcp-server | 0 | Codex, OpenCode | 1 | 736 tok |
| sandovaldavid/kioku kioku.sandovaldavid.com MCP Server for Obsidian. AI agents can read, search and write your vault via the Model Con | 0 | Claude Code, Codex, OpenCode | 6 | 2,111 tok |
| bakaroart/blender-chatgpt-mcp | 0 | Codex, OpenCode | 1 | 528 tok |
| parkavenue9639/jaeger-mcp | 0 | Codex, OpenCode | 1 | 54 tok |
| Langclaw-AI-CROO/langclaw-croo-agent Paid callable research agent for CROO CAP and MCP clients. | 0 | Codex, OpenCode | 1 | 86 tok |
| CoReason-AI/coreason-multi-agent-debate Dynamic Multi-agent MCP server | 0 | Codex, GitHub Copilot, Cursor, OpenCode | 3 | 2,974 tok |
| foundryside-dev/plainweave plainweave.foundryside.dev Code-grounded intent for the Weft suite — a code-UP traceability graph (SEI → requirement | 0 | Claude Code, Codex, OpenCode | 11 | 5,546 tok |
| synthaicode/XRefkit.MCP | 0 | Codex, OpenCode | 1 | 244 tok |
| Prajwalprasanna/cf-mcp-server | 0 | Codex, OpenCode | 1 | 360 tok |
| Knuckles-Team/aris-mcp Software AG ARIS (EPC process models) — MCP server / API client / A2A agent | 0 | Claude Code, Codex, OpenCode | 2 | 1,503 tok |
| codingriver/upilot upilot Unity Editor automation bridge for AI agents and MCP clients | 0 | Claude Code, Codex, OpenCode | 2 | 880 tok |
| baleen37/private-journal-mcp | 0 | Codex, OpenCode | 1 | 653 tok |
| UnifyAPIPRO/UNIFYAPI unifyapi.pro Unified MCP gateway — 818 tools, one key, pay-per-call with crypto via x402 | 0 | Claude Code, Codex, OpenCode | 2 | 79 tok |
| Anjani27/Linkedin-Job-Scraper-MCP-Server | 0 | Claude Code, Codex, OpenCode | 2 | 79 tok |
| rwjblue-glean/tool-name-normalization-mcp-server Probe MCP server to test whether MCP hosts (Cursor) munge tool names before invoking them | 0 | Codex, OpenCode | 1 | 348 tok |
| 50R1Paps/second-brain-worker Second Brain Serverless — Cloudflare Worker con retrieve ibrido (Vectorize + D1 FTS5) acce | 0 | Codex, OpenCode | 1 | 110 tok |
| itslansa/motion-mcp-server | 0 | Claude Code, Codex, OpenCode | 2 | 1,949 tok |
| bill-kopp-ai-dev/claude-code-cli-mcp A local MCP server that exposes tools and reusable prompts for running the Claude Code CLI | 0 | Codex, OpenCode | 1 | 947 tok |
| kaero313/barrier-free-mobility-mcp | 0 | Codex, OpenCode | 1 | 1,077 tok |
| LePomas/garminconnect-mcp MCP server exposing personal Garmin Connect data to Claude, Codex, and Gemini CLI — a thin | 0 | Codex, Gemini CLI, OpenCode | 2 | 765 tok |
| mocchalera/xserver-files-mcp Local stdio MCP server and CLI for safe XServer file operations over SFTP. | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 571 tok |
| PieterVDMerwe/ollama-wrapper-mcp A Python-based Model Context Protocol (MCP) server wrapping local Ollama capabilities. | 0 | Claude Code, Codex | 1 | — |
| kieksme/mcp-hashnode MCP server for the Hashnode GraphQL API — create drafts, publish posts, manage your blog v | 0 | Codex, OpenCode | 1 | 52 tok |
| jiridudekusy/signal-cli-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 825 tok |
| Ahad690/open-app-intel AppScope — self-hosted, federated open app-intelligence stack (OSS app market intel + MCP | 0 | Codex, OpenCode | 1 | 582 tok |