2,460 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 |
|---|---|---|---|---|
| tekthar/abp-mcp Auto-generate Model Context Protocol servers from ABP Framework apps. In-process, permissi | 5 | Claude Code | 1 | 1,511 tok |
| david-engelmann/maidan david-engelmann.github.io The operating layer for teams of AI agents | 5 | Claude Code, Codex, OpenCode | 2 | 35,134 tok |
| 1luvc0d3/metabase-mcp npmjs.com MCP server connecting Claude to Metabase for natural language data analysis, dashboard man | 5 | Claude Code | 1 | 1,449 tok |
| contextfs/contextfs contextfs.ai Universal AI Memory Layer - Cross-client, cross-repo context management with RAG. Works wi | 5 | Claude Code | 1 | 4,786 tok |
| leogallego/ansible-know-mcp know.ansible.ar Ansible Knowledge MCP Server - module discovery, documentation search, and skill generatio | 5 | Claude Code | 1 | 2,228 tok |
| crude-code/mcp-app Crude Code — MCP server & spec-driven inline renderer for oil & gas data analytics | 5 | Claude Code | 1 | 11,320 tok |
| b77ai/nightscout b77.ai An MCP (Model Context Protocol) server that connects AI assistants to Nightscout — the ope | 5 | Claude Code | 1 | 1,504 tok |
| cyanheads/open-meteo-mcp-server npmjs.com Geocode places, fetch global weather forecasts, ERA5 historical climate, marine conditions | 5 | Claude Code, Codex, OpenCode | 2 | 12,604 tok |
| Khamel83/argus pypi.org Multi-provider web search broker for AI agents. 14 providers, budget-aware routing, conten | 5 | Claude Code, Codex, OpenCode | 2 | 3,321 tok |
| open-edge-platform/skills Repository for Open Edge Platform Agent Skills | 5 | Claude Code, Codex | 37 | — |
| nikitaCodeSave/claude-code-harness Claude Code harness kit — designs, bootstraps, audits, and extends a project's .claude/ + | 4 | Claude Code, Codex, OpenCode | 2 | 1,349 tok |
| kevyder/constitution_chat constitucion91.kevyder.dev A Streamlit RAG chat over the "Constitución Política de Colombia de 1991." | 4 | Claude Code, Codex, OpenCode | 16 | 1,523 tok |
| l-agence/agence l-agence.github.io Governance layer for AI coding agents — every action classified, gated, and cryptographica | 4 | Claude Code, Codex, Cursor, OpenCode | 4 | 2,107 tok |
| jonnybottles/patch-tuesday-mcp pypi.org MCP server for Microsoft Patch Tuesday - query MSRC security updates, CVEs, and KBs with E | 4 | Claude Code, GitHub Copilot | 2 | 10,790 tok |
| midplaneai/midplane midplane.ai Postgres MCP server for AI agents. Connect the tables you've been keeping off-limits. PII | 4 | Claude Code, Codex, OpenCode | 2 | 2,543 tok |
| tosin2013/helmdeck helmdeck.dev A self-hosted, containerized platform for AI agents, exposed as Capability Packs — schema- | 4 | Claude Code | 1 | 363 tok |
| eduardozf/wire-lang wirelang.net | 4 | Claude Code, Codex, OpenCode | 2 | 553 tok |
| MrSGSA/math-modeling-skill-dify A mathematical modeling Agent Skill and Dify Jiuku multimodal MCP bridge that can be dragg | 4 | Claude Code, Codex, OpenCode | 2 | 881 tok |
| BayramAnnakov/eval-coach Agent Skill for Evaluation-Driven Development (EDD) - guide AI evaluation strategies with | 4 | Claude Code | 1 | 887 tok |
| adaline/skills adaline.ai Skills that guide AI coding agents to integrate with the Adaline platform — send traces, m | 4 | Claude Code, Codex, OpenCode | 5 | 871 tok |
| asanderson/llm-redact Large Language Model (LLM) information redactor that prevents private information from bei | 4 | Claude Code | 2 | 16,545 tok |
| jhlee0409/elenchus-mcp Elenchus MCP Server - Adversarial verification system for code review | 4 | Claude Code | 1 | 935 tok |
| dyingg/chromectx Search all your open tabs by title or full page content, and expose everything as RAG cont | 4 | Claude Code, Codex, OpenCode | 2 | 1,869 tok |
| shuji-bonji/rfcxml-mcp shuji-bonji.github.io A Model Context Protocol (MCP) server for structured understanding of RFC documents. | 4 | Claude Code | 1 | 32,442 tok |
| dataflowr/dataflowr-tools dataflowr.github.io Python CLI, REST API, and MCP server for the Deep Learning DIY course | 4 | Claude Code | 1 | — |
| abhijeetmohanan/growwmcp MCP server for Groww trading platform - Place orders, view portfolio, get market data vi | 4 | Claude Code | 1 | 1,101 tok |
| oguzhankir/fmtly fmtly.dev The high-performance, local-first data engine for developers and AI agents. Format, valida | 4 | Claude Code, GitHub Copilot, Cursor | 3 | 3,198 tok |
| metago-ai/metagolifeform metago.life MetaGO Agent Harness (agent runtime control suite) — 100 skills · 112 MCP tools (55+57) / | 4 | Claude Code, Codex, OpenCode | 1 | 26,447 tok |
| dinglebear-ai/axon Self-hosted RAG stack for crawl, scrape, search, ingest, query, and ask workflows with Qdr | 4 | Claude Code, Codex, Gemini CLI, OpenCode | 4 | 11,480 tok |
| Phoenixrr2113/agntk phoenixrr2113.github.io A modular AI agent framework built on Vercel AI SDK. Zero-config agents with real tools, d | 4 | Claude Code | 1 | 1,796 tok |
| sh-patterson/fec-mcp-server MCP server for querying FEC campaign finance data - search candidates, track donations, an | 4 | Claude Code | 1 | 1,027 tok |
| sandraschi/jellyfin-mcp Jellyfin library automation via FastMCP — self-hosted media agent bridge. For Cursor / Cla | 4 | Claude Code, Codex, OpenCode | 2 | 448 tok |
| Wolfe-Jam/faf-one-svelte-new faf.one Official website for .faf — faf.one. SvelteKit, auto-deploys on push | 4 | Claude Code, Codex, OpenCode | 2 | 4,732 tok |
| sgaunet/gitlab-mcp A Model Context Protocol (MCP) server that provides GitLab integration tools for Claude Co | 4 | Claude Code | 1 | 5,221 tok |
| zuhabul/Fetchium fetchium.com Rust-native universal retrieval layer for humans and AI agents — search, extract, rank, an | 4 | Claude Code, Codex, OpenCode | 4 | 4,956 tok |
| DevNexsler/RAG-In-A-Box RAG pipeline for documents (Markdown, PDF, images). 10-step hybrid search, LLM enrichment, | 4 | Claude Code, Codex, OpenCode | 2 | 2,133 tok |
| LucasSantana-Dev/hitgate pypi.org Portable hybrid (BM25 + dense + RRF) retrieval engine and a label-free evaluation harness | 4 | Claude Code | 1 | 105 tok |
| MartinCastroAlvarez/django-admin-mcp-api pypi.org Drop-in MCP server for the Django admin. Mount in two lines and any MCP agent — Claude, Cu | 4 | Claude Code | 1 | 1,174 tok |
| Sagargupta16/mcp-toolkit TypeScript middleware toolkit for MCP servers - authentication, caching, rate limiting, CO | 4 | Claude Code | 1 | 995 tok |
| rutvij26/chess-context rutvij26.github.io Semantic chess intelligence MCP for Claude — position analysis, game review, player scouti | 4 | Claude Code | 1 | 991 tok |
| rhaist/marq Universal cyber assistant: ~80 audited Kali tools + an expert skills library, driven by an | 4 | Claude Code | 1 | 3,553 tok |
| Driftya/code-meridian driftya.com Local graph memory for AI coding agents, giving MCP-compatible tools precise codebase cont | 4 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 1,121 tok |
| dsswift/ion Headless multi-provider LLM agent runtime. Single Go binary, 14+ providers, 70+ extension | 4 | Claude Code, Codex, OpenCode | 1 | 24,178 tok |
| pepuscz/passwd passwd.team passwd.team for AI agents — MCP server, agent-safe CLI, and full CLI. Agents use credentia | 4 | Claude Code | 1 | 1,378 tok |
| al2m4n/TheYgent theygent.ai No-code, local-first studio for building and running production ready AI agents. Inference | 4 | Claude Code, Codex, OpenCode | 2 | 1,636 tok |
| SeidSmatti/promptPrimer Meta-prompt system for agentic CLIs. Classifies your task, loads domain-specific best prac | 4 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 7,731 tok |
| tomholford/mcp-tic-tac-toe Play tic-tac-toe against an LLM via MCP | 4 | Claude Code | 1 | 219 tok |
| pyramidheadshark/claude-scaffold CLI tool that bootstraps a powerful agentic environment for OpenCode — agents, skills, mem | 4 | Claude Code | 43 | — |
| floytra-dev/ultra-max-token-burner akapust.in Turn dangerously efficient prompts into manager-visible AI work. | 4 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 437 tok |
| nananaman/DuckDB-RAG-MCP-Sample | 4 | Claude Code | 1 | 262 tok |