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 docs2,297Research2,295
Any agent Claude CodeCodexOpenCodeGitHub CopilotGemini CLICursorWindsurfKiro
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| MarlonJD/web-debug-mcp Evidence-first local MCP debugger for React, Vite, Next.js, Chromium, and Safari: reproduc | 6 | Codex, OpenCode | 1 | 694 tok |
| jcode-works/jcode-ragmir ragmir.com Confidential local RAG for your coding agents. | 6 | Claude Code, Codex, OpenCode | 2 | 3,884 tok |
| mahadansar/sol-luna-orchestrator npmjs.com Adaptive orchestration for OpenAI Codex — decide when to delegate, route bounded work to i | 6 | Codex, OpenCode | 1 | 787 tok |
| wesleygriffin/pdfrag An MCP server that provides a RAG database for PDF documents. | 6 | Claude Code | 1 | 2,282 tok |
| TJC-LP/sanzaru Lightweight Multimodal MCP Server built with the OpenAI API | 6 | Claude Code, Codex, OpenCode | 4 | 10,629 tok |
| angrysky56/astermind-elm-mcp A local Model Context Protocol server for training small text classifiers with Extreme Lea | 6 | Codex, OpenCode | 1 | 686 tok |
| DunkelCloud/ToolMesh toolmesh.io Self-hosted MCP gateway with authorization, credential injection, audit logging, and outpu | 6 | Claude Code | 1 | 1,297 tok |
| theYahia/moysklad-mcp npmjs.com MCP server for MoySklad — warehouse, inventory, orders, reports (Russia). Part of WWmcp — | 6 | Claude Code | 8 | — |
| glyphtrail/glyphtrail glyphtrail.dev Local code intelligence graph for AI coding agents: Tree-sitter static analysis, structura | 6 | Claude Code | 3 | 309 tok |
| zqkra/plano Orchestrate AI coding agents that actually talk to each other — Claude Code, Codex, Gemini | 6 | Claude Code | 1 | 4,552 tok |
| lelabdev/rag-ferrite Personal RAG engine — simple, fast, Rust. One binary (15 MB), one DB, native collections. | 6 | Codex, OpenCode | 1 | 3,535 tok |
| IvanSkainet/arena-agent Skainet Bridge — local automation bridge for AI agents: one process, one port. MCP server | 6 | Codex, OpenCode | 1 | 7,880 tok |
| Hehejie1/NoteMeld notemeld.wiki NoteMeld is a self-hosted AI knowledge workspace that automatically organizes web pages, v | 6 | Claude Code, Codex, OpenCode | 2 | 2,698 tok |
| ChrystianSchutz/ThreadShelf Local-first archive, semantic search, and continuation for AI conversations across ChatGPT | 6 | Claude Code, Codex, OpenCode | 2 | 4,078 tok |
| jeremylongshore/intent-outreach demos.intentsolutions.io Model-agnostic, Claude-Code-native SDR orchestrator: research → enrich → outreach over you | 6 | Claude Code, Codex, OpenCode | 5 | 2,996 tok |
| clash-art/clash clash.video Where agents co-create, humans are welcome too. | 6 | Claude Code, Codex, OpenCode | 2 | 4,797 tok |
| WAHIB-EL-KHADIRI/AgentOS Runtime infrastructure for AI agents — lifecycle, supervision, secrets, and deterministic | 6 | Codex, OpenCode | 1 | 409 tok |
| boldare/mcp-farmer A CLI tool for scaffolding, testing, extending and analyzing MCP (Model Context Protocol) | 6 | Codex, OpenCode | 1 | 617 tok |
| fa-mc/vibe-cading vibe-cading.ai 3D model generators with CadQuery for humans and LLM agents | 6 | Claude Code, Codex, OpenCode | 3 | 2,397 tok |
| llehouerou/go-garmin Go client library and CLI for the Garmin Connect API with MCP server for LLM integration | 6 | Claude Code | 1 | 1,506 tok |
| NeoXider/CoreAI AI Agents for Unity — dynamic NPCs, procedural content, and live game mechanics through LL | 6 | Codex, OpenCode | 1 | 1,120 tok |
| docushell/ethos docushell.com Open-source verifier for document citations, source evidence, RAG, and agents, with built- | 6 | Codex, OpenCode | 1 | 295 tok |
| All-The-Vibes/ATV-Phoenix Intent in, outcome out. A self-healing, self-learning/hill climbing harness that drives co | 6 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 2,741 tok |
| FarkhodovIslom/Tarantul Bun-native CLI agent: long-term memory, knowledge graph, multi-channel (Telegram/Slack/Dis | 6 | Claude Code | 1 | 1,620 tok |
| BhavyaFattania/autonomous-rag An intelligent, autonomous system designed to iteratively hyper-optimize Retrieval-Augment | 6 | Claude Code, Codex, OpenCode | 2 | 3,406 tok |
| andersonlemesc/Oryntra Open-source LLM agent platform for Chatwoot — Laravel 13 + Filament + Python/LangGraph | 6 | Claude Code, Codex, Gemini CLI, OpenCode | 15 | 7,698 tok |
| suhaas/earnings-edge Multi-agent (LangGraph + Claude) app that turns an earnings call into a source-attributed | 6 | Claude Code, Codex, GitHub Copilot, OpenCode | 13 | 14,546 tok |
| felixzhu97/explore-chat whatschat-web.vercel.app A social and messaging platform with feed, chat, and calls. It is written in TypeScript wi | 6 | Claude Code, Cursor | 6 | — |
| intelligent-ears/pd-tools-mcp A Model Context Protocol (MCP) server that integrates [ProjectDiscovery](https://projectdi | 6 | GitHub Copilot | 1 | 130 tok |
| gmoigneu/grimoire GRIMOIRE (Global Repository and Index for Model Operations, Instructions and Response Engi | 6 | Claude Code | 1 | 534 tok |
| Airmail/airmail-mcp airmailapp.com Model Context Protocol (MCP) server for Airmail. Lets AI assistants manage emails, contact | 6 | Claude Code, Codex, OpenCode | 2 | 1,399 tok |
| clenci/arch-advisor Interactive architecture advisor for multi-agent LLM systems — Claude Code plugin that gui | 6 | Claude Code | 1 | 2,072 tok |
| OrellBuehler/kerf orellbuehler.github.io AI-assisted video & audio editor — Rust + Tauri, with an MCP server that lets Claude cut a | 6 | Claude Code | 1 | 20,620 tok |
| alanpcf/brasil-data-mcp npmjs.com MCP server providing access to Brazilian public data (CNPJ, CEP, banks, holidays, DDD, ISB | 6 | Codex, OpenCode | 1 | 4 tok |
| pixelab-ch/higgsfield-skills Model-aware Claude Agent Skills for AI image & video generation on Higgsfield — 15 creativ | 6 | Claude Code | 1 | 3,994 tok |
| Cantara/kcp-triage LLM driven triage system for analyzing web pages and generating agentic clients based on K | 6 | Claude Code | 1 | 690 tok |
| IcyHot09/opengrok-mcp-server OpenGrok MCP Server is a native Model Context Protocol server that bridges your organizati | 6 | Claude Code | 1 | 3,102 tok |
| devnullvoid/mcp-ssh-tmux pypi.org Persistent SSH sessions for AI agents via tmux - No regex, no complexity, just visual snap | 6 | Codex, OpenCode | 1 | 1,489 tok |
| pixeltable/pixeltable-skill Skill/Plugin for building multimodal AI applications with Pixeltable. Tables, computed col | 5 | Claude Code, Codex, OpenCode | 1 | 551 tok |
| Kolonie-AI/kolonie-platform Kolonie AI platform monorepo — domain model, API, MCP, task engine, academy verifiers, coi | 5 | Codex, OpenCode | 1 | 11,032 tok |
| GeiserX/spinnaker-mcp MCP Server for Spinnaker — manage applications, pipelines, and deployments via the Model C | 5 | Claude Code | 1 | 432 tok |
| cmd8/excalidraw-mcp npmjs.com Model Context Protocol server for Excalidraw diagrams | 5 | Codex, OpenCode | 1 | 327 tok |
| agentailor/slimcontext-mcp-server agentailor.com MCP Server for SlimContext - AI chat history compression tools | 5 | Claude Code | 1 | 636 tok |
| mspstack/mcp-itglue MCP server for IT Glue — semantic search, documents, and flexible assets for MSPs | 5 | Claude Code | 1 | 810 tok |
| slettmayer/oebb-mcp-server pypi.org MCP Server for OeBB (Austrian Railways) API | 5 | Claude Code | 1 | 856 tok |
| xmpuspus/ph-civic-data-mcp pypi.org Philippine civic data as MCP tools: the full PSA OpenSTAT statistical catalog, hazards, we | 5 | Claude Code | 2 | 4,321 tok |
| cs0lar/treelang A typed orchestration language for AI-generated, validated tool programs that execute loca | 5 | Codex, OpenCode | 1 | 3,932 tok |
| 0xDarkMatter/conclave Stop juggling six AI CLIs. Conclave is your universal remote for LLMs - query any model wi | 5 | Codex, OpenCode | 1 | 2,385 tok |
| ANONIMO432HZ/OmniBrain-AI-Proxy-Smart 🧠 Smart routing AI proxy for multi-provider LLM inference. Supports OpenRouter, Groq, Cer | 5 | Claude Code, Codex | 8 | 762 tok |
| joseph0926/prompt-shield prompt quality management for Claude Code | 5 | Claude Code, Codex, OpenCode | 2 | 3,654 tok |