31,993 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 agents7,750Claude Code6,665Data and AI3,660Backend and APIs3,501Languages3,396Git and workflow3,240Planning3,237Code review2,765Testing2,405Memory and context2,365Writing and docs2,337DevOps and cloud2,319Research2,286Frontend2,267Security2,044Project management1,742
All Claude Code31,993 Codex23,503 OpenCode22,448 GitHub Copilot3,567 Gemini CLI1,915 Cursor1,740 Windsurf150 Kiro86
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| kud/mcp-qobuz kud.io 🎵 MCP server for Qobuz — search, browse, and explore your music library via AI | 0 | Claude Code, GitHub Copilot | 2 | 1,880 tok |
| andyjianzhou/imessage-send-mcp Minimal MCP server to send iMessages via macOS Messages app (osascript, no Full Disk Acces | 0 | Claude Code | 1 | 254 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 |
| NcrMancer/concisr Token compression for AI contexts. By GreyMatter | 0 | Claude Code | 1 | 909 tok |
| rapaul/moo2-mcp MCP Server for Master of Orion 2 - Reverse engineer game state by peeking at memory | 0 | Claude Code | 11 | 154 tok |
| alejandroviera/zephyr-squad-server-mcp MCP server for Zephyr Squad Server/Data Center — drive ZAPI test management from an AI age | 0 | Claude Code | 1 | 2,167 tok |
| believe3344/multimodal-mcp Give any MCP client (opencode / Claude Desktop / Cursor / Cherry Studio, etc.) a pair of " | 0 | Claude Code | 1 | 997 tok |
| Rikuto-des/slide-mcp Generate designed Figma Slides from GitHub Copilot via MCP — 31 layouts, themes, charts, i | 0 | Claude Code, GitHub Copilot | 2 | 745 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 |
| LlamaopNV/aegis A compliance kernel for MCP: a policy-enforcing orchestrator that mediates every agent too | 0 | Claude Code | 1 | 1,215 tok |
| bb4rjfl/korea-trip-concierge Korea Trip Concierge - MCP server helping foreign visitors in Korea (places, foreigner-fri | 0 | Claude Code | 5 | 7,457 tok |
| sikulovi-s-r-o/seoradar-mcp | 0 | Claude Code | 1 | 327 tok |
| Elizabeth1979/accessibility-engine AI-first accessibility testing: augments Playwright with contextual AI quality judgments g | 0 | Claude Code | 1 | 533 tok |
| benethos-hub/yahoo-finance-mcp Unofficial MCP server for Yahoo Finance data (via yfinance), read-only, stdio or HTTP | 0 | Claude Code | 1 | 2,156 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 |
| saltyeg/cadkit-mcp cadkit + onshape MCP servers for driving Onshape from an LLM — idiomatic, fully-defined, v | 0 | Claude Code | 1 | 530 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 |
| MichalisKampouridis/income-machine | 0 | Claude Code | 1 | 925 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 |
| 100-mitra/dentops-copilot MCP-native agentic dental copilot: a Claude agent orchestrates 5 FastMCP tools to draft gr | 0 | Claude Code | 1 | 1,243 tok |
| TingdeLiu/quant.ai US-equity quant research that lives inside your AI assistant (Claude/Codex via MCP): expla | 0 | Claude Code, Codex, OpenCode | 2 | 2,529 tok |
| santiago-migoni/apple-notes-mcp | 0 | Claude Code | 1 | 1,227 tok |
| 88plug/os-control-mcp 88plug.github.io Linux systemd MCP for Claude Code & Grok — services, journald, D-Bus, power via structured | 0 | Claude Code | 1 | 1,104 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 |
| Nielsen642/n8n-mcp | 0 | Claude Code | 9 | 2,591 tok |
| devRonPark/kakao-playmcp My Personal Japanese Learning Coach MCP — an entry in the Kakao PlayMCP competition | 0 | Claude Code | 8 | 527 tok |
| cxdpowered/mcp-ccnu-lib | 0 | Claude Code | 1 | 1,892 tok |
| vkpatva/crypto-mcp MCP Server for EVM Chains | 0 | Claude Code, Cursor | 15 | — |
| ZivAvraham76/litmos-mcp | 0 | Claude Code | 1 | 995 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 |
| alesop95/legal-consultant Local-first project to navigate through Italian legislation with a simple MCP server | 0 | Claude Code | 8 | 1,326 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 |
| 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 |
| itslansa/motion-mcp-server | 0 | Claude Code, Codex, OpenCode | 2 | 1,949 tok |
| allardhoeve/foundry-cli A CLI and MCP server for FoundryVTT | 0 | Claude Code | 1 | 617 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 |
| datacore-one/datacore-mcp MCP server exposing Datacore knowledge and learning capabilities | 0 | Claude Code | 1 | 206 tok |
| mayanks/null0 An open-source MCP server that connects AI assistants (Claude, ChatGPT, and others) to you | 0 | Claude Code | 1 | 950 tok |
| lxnewayfarer/gitlab-mcp A production-ready OAuth 2.0 MCP server that lets AI agents interact with GitLab through a | 0 | Claude Code | 1 | 1,490 tok |
| devanshu-tg/tg-sf-mcp | 0 | Claude Code | 1 | 3,090 tok |
| jacobwjs/brand-images-to-notion Generate on-brand images with gpt-image-2 and upload them into Notion — an MCP server Clau | 0 | Claude Code | 1 | 1,177 tok |
| 4nm1tsu/vikunja-mcp | 0 | Claude Code | 1 | 2,215 tok |
| PieterVDMerwe/ollama-wrapper-mcp A Python-based Model Context Protocol (MCP) server wrapping local Ollama capabilities. | 0 | Claude Code, Codex | 1 | — |
| jiridudekusy/signal-cli-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 825 tok |
| zeal-tristian-chevier/containerized-freshbooks-mcp | 0 | Claude Code | 3 | 818 tok |
| PRojas01/SP-DevControl Local governance layer for AI-assisted development. Policy enforcement, approval gates, au | 0 | Claude Code, Cursor | 3 | 724 tok |
| gblush/impactdotcom-mcp | 0 | Claude Code | 1 | 1,192 tok |