1,844 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 agents7,510Claude Code6,601Backend and APIs3,489Languages3,402Planning3,208Git and workflow3,142Code review2,734Memory and context2,361Testing2,349DevOps and cloud2,296Research2,292Writing and docs2,291
Any agent Claude CodeCodexOpenCodeGitHub CopilotGemini CLICursorWindsurfKiro
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| jerichosequitin/fathom-ai-mcp A Model Context Protocol server for the Fathom AI meeting intelligence API. | 0 | Claude Code, Codex, OpenCode | 2 | 876 tok |
| juice094/devbase The open-source World Model Compiler for developer workspaces. One engine for code context | 0 | Claude Code, Codex, OpenCode | 2 | 7,464 tok |
| lluvr/frame-check blog.clarethium.com Structural framing analysis as an MCP server with deterministic detection. The caller's ag | 0 | Codex, OpenCode | 1 | 1,538 tok |
| BradMorphsters/tuskledger-mcp tuskledger.com Model Context Protocol server for Tusk Ledger — gives your AI assistant typed access to yo | 0 | Codex, OpenCode | 1 | 1,179 tok |
| ghul0/club-mcp Read-only MCP access to Hyper Human Club / Fluent Community REST API | 0 | Codex, OpenCode | 1 | 410 tok |
| SusuTawar/ragi local-first per project RAG implementation | 0 | Claude Code, Codex, OpenCode | 3 | 230 tok |
| obrien-matthew/mcp-plex pypi.org MCP server for Plex -- media discovery, search, and library management for Claude and othe | 0 | Claude Code, Codex, OpenCode | 2 | 295 tok |
| sandsaber/AgentSpawnMCP Universal MCP server for any OpenAI-compatible LLM. Supports OpenAI and Anthropic API form | 0 | Codex, OpenCode | 1 | 2,292 tok |
| Jah-yee/diagrams-mcp-server microsoft.github.io MCP server for generating professional infrastructure diagrams using the Python diagrams D | 0 | Claude Code, Codex, OpenCode | 2 | 5,053 tok |
| harryhazza77/aws-safe-mcp Safe, read-only MCP server for AWS investigation by AI coding agents | 0 | Codex, OpenCode | 1 | 2,078 tok |
| nickshffer/graph-rag-mcp-server | 0 | Claude Code, Codex, OpenCode | 2 | 2,966 tok |
| pushkarev-alexandr/cerebro-mcp MCP server for read-only access to Cerebro via LLM tools | 0 | Codex, OpenCode | 1 | 1,502 tok |
| obrien-matthew/mcp-spotify pypi.org MCP server for Spotify -- playlist building, playback control, and music discovery for Cla | 0 | Claude Code, Codex, OpenCode | 2 | 295 tok |
| nikolasbarwicki/mcp-prompt-lab Prompt evaluation workbench as an MCP server — run evals, compare providers, and test as | 0 | Claude Code, Codex, OpenCode | 2 | 241 tok |
| RyanDam/EssentialMCP EssentialMCP for local LLM | 0 | Codex, OpenCode | 1 | 556 tok |
| XamuAvila/chrome-workflows Claude workflows for testing in claude chrome and improve testing with Playwright and Brow | 0 | Claude Code, Codex, OpenCode | 10 | 1,786 tok |
| Veedubin/Super-Memory-TS TypeScript implementation of Super-Memory MCP server with local embeddings and vector sear | 0 | Codex, OpenCode | 1 | 1,852 tok |
| klx1204/SiliconFlow-Vision-MCP | 0 | Codex | 1 | — |
| Oryntai/AgentLink Encrypted peer-to-peer conversation bridge for local Codex and Claude agents — no model AP | 0 | Codex, OpenCode | 1 | 1,278 tok |
| cyberbird2048/gbrainmcp-clean Privacy-cleaned GBrain MCP - Personal knowledge brain with hybrid RAG search | 0 | Codex, OpenCode | 1 | 1,416 tok |
| LionelHao/prompthub-mcp MCP server for PromptHub — publish and fetch prompts from Claude Code / Codex. | 0 | Codex, OpenCode | 1 | 422 tok |
| tksfjt1024/gemini-cli-mcp-slim A thin, auditable MCP server wrapping the Gemini CLI. Forward-compatible via extra_args pa | 0 | Claude Code, Codex, OpenCode | 2 | 1,292 tok |
| nx-solutions-ug/chronova-mcp chronova.dev MCP server exposing Chronova developer productivity data to AI agents via the Model Contex | 0 | Codex, OpenCode | 1 | 3,182 tok |
| sheikhBasit/log-mcp-server Log analysis MCP server — tail, search, and summarize logs from files and Docker container | 0 | Codex, OpenCode | 1 | 234 tok |
| karlcc/image_mcp MCP server to analyze, describe, and compare images using a specified vision model | 0 | Claude Code, Codex, OpenCode | 2 | 1,449 tok |
| ferre-z/Search-mcp Research MCP server for AI agents. Docker-packaged. Swarm-ready. Gemma 4 31B main agent wi | 0 | Codex, OpenCode | 1 | 784 tok |
| Bundelkund/tenant-mcp TypeScript MCP server (MCPB) exposing a personal job-match service to Claude Desktop — key | 0 | Claude Code, Codex | 1 | — |
| rexlManu/lol-mcp-server MCP server for League of Legends player analysis, match review, and training plans via Rio | 0 | Codex, OpenCode | 1 | 1,824 tok |
| Rayyan011/maldives-statistics-mcp Read-only TypeScript MCP server for the Maldives Bureau of Statistics (statisticsmaldives. | 0 | Codex, OpenCode | 1 | 897 tok |
| felixkwasisarpong/incident-triage-mcp Incident Triage MCP is a Model Context Protocol–native incident‑response tool server. It e | 0 | Codex, OpenCode | 1 | 292 tok |
| amigo-ai/forge-mcp docs.amigo.ai Experimental MCP server prototype for Amigo Agent Forge workflows | 0 | Claude Code, Codex, OpenCode | 2 | 290 tok |
| arr-mcps/profilarr-mcp Model Context Protocol for Dictionarry-Hub/Profilarr | 0 | Codex, OpenCode | 1 | 878 tok |
| arr-mcps/mylar3-mcp Model Context Protocol for MylarComics/mylar3 | 0 | Codex, OpenCode | 1 | 993 tok |
| jesusjaehan/LLM-Wiki-MCP | 0 | Claude Code, Codex, OpenCode | 2 | 1,559 tok |
| shiwani42/Mike A Splunk-native agent that turns SOC analyst reasoning into a queryable institutional know | 0 | Codex, OpenCode | 1 | 5,655 tok |
| vhspace/goldenmcp goldenmcp-e9l6.vercel.app MCP server | 0 | Claude Code, Codex, Cursor | 10 | — |
| TMHSDigital/local-ai-mcp tmhsdigital.github.io Unified MCP server for managing local model runtimes (Ollama, LM Studio, and more): provid | 0 | Claude Code, Codex, Cursor, OpenCode | 3 | 1,293 tok |
| ZRZRING/vision-mcp | 0 | Claude Code, Codex | 1 | — |
| surajpanwar/advanced-calc-engine Secure, auditable Excel analytics and agentic workflow engine built with Python, MCP, and | 0 | Claude Code, Codex, OpenCode | 5 | 410 tok |
| zyf0717/repo-context Local MCP server that exposes configurable context retrieval from a context-model endpoint | 0 | Codex, OpenCode | 1 | 1,442 tok |
| blessthis/llm-council Blind multi-model councils + direct seat chat as a local MCP server | 0 | Codex, OpenCode | 1 | 2,597 tok |
| Crino-999/ollama-mcp-workers A local hybrid layered MCP Worker suite based on Ollama: **Vision Worker** (qwen2.5vl:7b) | 0 | Codex, OpenCode | 1 | 182 tok |
| Palanx/grimoire-beholder-mcp Turn your bookshelf into something Claude can read. A fully-local RAG grimoire: contextual | 0 | Codex, OpenCode | 1 | 1,528 tok |
| Knuckles-Team/freshrss-agent knuckles-team.github.io FreshRSS API + MCP Server + A2A Server — curated, relevance-gated RSS world-model intake f | 0 | Claude Code, Codex, OpenCode | 2 | 3,497 tok |
| digimetalab/dml-bps-mcp MCP (Model Context Protocol) server for BPS (Badan Pusat Statistik) Indonesia statistical | 0 | Codex, OpenCode | 1 | 251 tok |
| okrealai/kb-gateway HTTP MCP gateway: Pinecone + Neo4j + agentic router for Keyflo learning KB | 0 | Claude Code, Codex, OpenCode | 2 | 437 tok |
| tatemz/habitica-mcp Habitica Model Context Protocol server | 0 | Codex, OpenCode | 1 | 1,612 tok |
| workfromrome/HotelAI Pipeline RAG modulare per estrarre, indicizzare e ricercare hotel da cataloghi PDF tramite | 0 | Codex, OpenCode | 1 | 3,421 tok |
| g0g5/jupyter-notebook-mcp A FastMCP server for loading, reading, editing, searching, and saving Jupyter notebooks (. | 0 | Codex, OpenCode | 1 | 246 tok |
| Ma-fee/RAG_MCP | 0 | Codex, OpenCode | 1 | 662 tok |