3,688 projects whose own agent configuration covers data and ai. These are not mods to install — they are how the maintainers of these repositories tell an agent what to do, and what to avoid.
All projects Building agents7,521Claude Code6,606Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,296Research2,295
Any agent Claude CodeCodexOpenCodeGitHub CopilotGemini CLICursorWindsurfKiro
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| RikaiDev/yomi rikaidev.github.io Personal LINE MCP server for Claude and local AI agents. Read, reply, send images, and sea | 2 | Claude Code | 2 | — |
| innomon/yzma-duckdb-rag A Retrieval-Augmented Generation (RAG) system implemented in Go | 2 | Claude Code, Codex | 1 | — |
| berrydev-ai/super-mcp-server A Lambda-deployable MCP server with embedded SuperDB for data querying. | 2 | Claude Code | 1 | 1,183 tok |
| AceDataCloud/MCPs AceDataCloud MCPs Monorepo | 2 | GitHub Copilot | 1 | 364 tok |
| AstyanM/mcp-data-science MCP server that gives an LLM 48 tools to perform complete CSV data cleaning and preprocess | 2 | Claude Code | 1 | 1,226 tok |
| Asara-Technologies/prism-mcp asaratechnologies.com Direct AI access to the Unreal Engine editor. PrismMCP is a Model Context Protocol (MCP) p | 2 | Claude Code | 1 | 932 tok |
| FallDownTheSystem/converse Converse MCP Server | 2 | Claude Code | 1 | 3,867 tok |
| trsdn/MistralDocAI-mcp npmjs.com MCP (Model Context Protocol) server for document-to-Markdown conversion using Mistral AI O | 2 | Codex, GitHub Copilot, OpenCode | 2 | 1,599 tok |
| HKiOnline/prompter Simple Model Context Protocol Server for storing and calling your custom prompts, powered | 2 | Codex, OpenCode | 1 | 787 tok |
| Alexfp28/huginnDB huginndb.vercel.app Desktop database manager for PostgreSQL, MySQL, SQLite, MongoDB and SQL Server, built with | 2 | Claude Code | 1 | 4,452 tok |
| billlzzz26/blink-md High-performance Notion document sync and conversion engine with Universal IR support for | 2 | Claude Code, Codex, OpenCode | 8 | 4,174 tok |
| pkmdev-sec/cocoindex-claude-code Complete knowledge base system with semantic search for Claude Code CLI. Powered by CocoIn | 2 | Claude Code | 1 | 401 tok |
| kenithphilip/Tessera Signed provenance labels and taint-tracking policy for LLM agent security. The core librar | 2 | Claude Code | 1 | 3,345 tok |
| lidless-labs/adguardctrl lidless.dev One bad call can take down your DNS filtering. adguardctrl gates every AdGuard Home write | 2 | Claude Code, Codex, OpenCode | 2 | 1,519 tok |
| isomoes/all-in-mcp pypi.org A FastMCP-based Model Context Protocol (MCP) server providing academic paper search and PD | 2 | Claude Code | 1 | 1,457 tok |
| TailorAU/pact PACT — Protocol for Agent Consensus and Truth. The open standard for multi-agent consensus | 2 | Codex, OpenCode | 1 | 4,024 tok |
| akar5h/jakk Black-box security scanner for MCP servers — deterministic single-call probes, no LLM. 13 | 2 | Claude Code | 1 | 668 tok |
| DrinkTea905/paper-piggy 🐷 PaperPiggy — helps AI agents truly understand your literature library: 39 MCP tools · c | 2 | Claude Code, Codex, OpenCode | 2 | 23,615 tok |
| SpdVpr/DeclassFileAgents declassfiles.com Open API for AI agents to research 29,000+ declassified U.S. government documents (Epstein | 2 | Codex, OpenCode | 1 | 1,233 tok |
| bitplane/vldmcp A distributed, FoaF MCP server using Velid and podman | 2 | Claude Code | 1 | 1,634 tok |
| SFHAJJI/energy-copilot energy.soufien.lu Production Azure AI co-pilot for Luxembourg solar-PV prospecting: geospatial data, tenders | 2 | Claude Code | 1 | 21,702 tok |
| srobinson/fmm fmm turns a repo into queryable structure: file topology, exports, imports, dependencies, | 2 | Claude Code | 1 | 131 tok |
| airiclenz/llama-launcher Profile-based launcher for local LLM servers - start, stop and switch models on llama.cpp, | 2 | Claude Code | 1 | 33 tok |
| ArcadeAI/arcade-mcp-ts TypeScript framework for building MCP servers with built-in OAuth (21 providers), secret i | 2 | Claude Code | 1 | 1,246 tok |
| ScientiaCapital/unsloth-mcp-server MCP server for LLM fine-tuning with Unsloth. 33 tools, 180 tests, RunPod GPU integration. | 2 | Claude Code | 23 | 378 tok |
| yk4464/black-souls-mcp Local MCP for BLACK SOULS: agents read RGSS3 objects and drive the native input loop | 2 | Claude Code, Codex, OpenCode | 2 | 3,280 tok |
| lfyxhappy/lfcode Local-first open-source AI coding workspace for desktop, terminal, sessions, skills, brows | 2 | Codex, OpenCode | 1 | 3,727 tok |
| foggy-projects/foggy-data-mcp-bridge-python Semantic layer query engine with MCP (Model Context Protocol) support — enables AI assista | 2 | Claude Code | 1 | 1,259 tok |
| m-oonn/rag-aiops-platform Enterprise RAG knowledge base Q&A system + AIOps operations diagnosis Agent (Plan-Execute- | 2 | Claude Code | 1 | 522 tok |
| DataViking-Tech/Althing dataviking-tech.github.io Run synthetic focus groups and user research panels using AI personas. CLI tool, Python li | 2 | Claude Code | 1 | 1,929 tok |
| ido-pluto/windows98-mcp npmjs.com Control a Windows 98 VM through MCP: screenshots, input, shell, files, windows, and exclus | 2 | Codex, OpenCode | 1 | 1,679 tok |
| JonHHH09/job-engine-spring Local-only MCP server for normalized candidate profiles and jobs, explainable profile-to-j | 2 | Codex, OpenCode | 1 | 2,365 tok |
| BraedenBDev/pointdev Structured browser context capture for AI coding tools. Talk, draw, click — PointDev compi | 2 | Claude Code | 1 | 995 tok |
| 24X7/riz riz.dev Self-hosted AWS Lambda runtime — HTTP API Gateway v2 + WebSocket, Bun/Node.js/Python/Rust | 2 | Claude Code | 1 | 1,086 tok |
| sandraschi/google-ai-mcp FastMCP 3.2 gateway for Google AI: Gemini chat, Nano Banana images, Veo video, Gemini Omni | 2 | Claude Code, Codex, OpenCode | 2 | 990 tok |
| reachjalil/mcpexplained reachjalil.github.io Interactive, replayable explainers for the Model Context Protocol | 2 | Claude Code, Codex, OpenCode | 2 | 159 tok |
| Wolfsblvt/shelfbound-steam Shelfbound - make your real Steam library AI-readable via MCP. Open-source local core: Ste | 2 | Codex, OpenCode | 1 | 822 tok |
| SolarLLM/human-proofreader-mcp human-proofreader-mcp.vercel.app An MCP server that proofreads Korean manuscripts as if edited by a human editor — Upstage | 2 | Claude Code, Codex, OpenCode | 2 | 159 tok |
| lidonation/Cardano-mcp Cardano's missing MCP server. Query UTxOs, decode datums, scaffold Aiken validators, watch | 2 | Claude Code, Gemini CLI | 2 | 6,766 tok |
| Jane-o-O-o-O/ClawScope 🤖 Unified AI Agent Platform — Multi-model (OpenAI/Anthropic/LiteLLM), multi-channel (Slac | 2 | Codex, OpenCode | 1 | 632 tok |
| yusufkucukates/mcp-prompt-optimizer The MCP server that turns vague AI prompts into production-ready instructions — works offl | 2 | Claude Code | 1 | 1,595 tok |
| OpenSystemsLab/mcp-cli opensystemslab.com MCP-CLI is a command-line tool for interacting with and testing Model Context Protocol (MC | 2 | Codex, OpenCode | 1 | 1,025 tok |
| ajstars1/agent-os Open-source AI agent that learns from every conversation. 82% fewer tokens than LangChain. | 2 | Claude Code | 1 | 336 tok |
| wordlift/wordlift-gemini-cli-extension wordlift.io Official Gemini CLI extension for WordLift. Manage your Knowledge Graph with natural langu | 2 | Gemini CLI | 1 | 107 tok |
| methylone/Intervals-MCP-Server-with-STRYD Local MCP server exposing your Intervals.icu training data to AI clients (Claude, etc.) — | 2 | Codex, OpenCode | 1 | 1,042 tok |
| airano-ir/mcphub AI-native management hub for WordPress, WooCommerce, and self-hosted services via Model Co | 2 | Claude Code | 1 | 2,642 tok |
| JoshuaShunk/Harbor harbormcp.ai Universal MCP Hub — discover, install, run, and sync MCP servers across Claude Code, Codex | 2 | Claude Code | 1 | 624 tok |
| MacromNex/boltz_mcp Boltz2 MCP server for protein structure and affinity prediction | 2 | Claude Code | 1 | 1,890 tok |
| 0GiS0/nerdearla-mcp Mis demos en Nerdearla Spain 2025 | 2 | Codex, OpenCode | 1 | 118 tok |
| mjdevaccount/AIStack-MCP MCP-first development environment with community tools | 2 | Cursor | 1 | 2,545 tok |