Data and AI

3,584 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 agents8,442Claude Code6,875Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315

Any agent Claude CodeCodexOpenCodeGitHub CopilotGemini CLICursorWindsurfKiro

ProjectStarsConfiguresFilesAlways loaded
agentproto/ts agentproto.sh Open agentic runtime in TypeScript — run any coding agent in the background, check its wor 9 Claude Code, Codex, OpenCode 3 5,250 tok
nirholas/ibm-x402-mcp nirholas.github.io x402 pay-per-use MCP server for IBM Granite AI — chat, code, embeddings, analysis, and tim 9 Claude Code, Codex, OpenCode 2 364 tok
onurcelep/labgrid-mcp MCP server exposing labgrid hardware-in-the-loop device operations to LLM agents — 47 tool 9 Claude Code, Codex, OpenCode 3 574 tok
cyanheads/openstreetmap-mcp-server npmjs.com Geocode, reverse geocode, and run Overpass spatial queries on OpenStreetMap data via MCP. 9 Claude Code, Codex, OpenCode 2 16,498 tok
lzehrung/codegraph CLI, MCP and TS library that turns source code into a map of files, symbols, references, a 9 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,270 tok
david-engelmann/maidan maidan.world Agents claim. You approve. One queue for Claude Code, Codex and Cursor: one holder per tas 9 Claude Code, Codex, OpenCode 2 7,792 tok
yanlingLabs/video-extract-mcp Local-first MCP server for video: download any video from almost any URL, or get a transcr 9 Claude Code 1 5,443 tok
itsmeduncan/commonplace itsmeduncan.com Self-hosted, privacy-tiered memory for your AI agents. 8 Claude Code 1 2,878 tok
Adit-999/gitlab-mcp A MCP (Model Context Protocol) server for interacting with GitLab API. 8 GitHub Copilot 1 903 tok
ctoth/mcp_server_code_extractor 🎯 Precise code extraction for AI assistants - MCP server using tree-sitter to extract fun 8 Claude Code 1 1,215 tok
TwoWells/Catenary twowells.github.io Giving AI coding agents LSP-powered code intelligence. 8 Claude Code, Codex, Gemini CLI, OpenCode 3 2,552 tok
user-hash/Lifeblood Compiler truth in, AI context out. Open semantic glue between language intelligence and AI 8 Claude Code 1 2,325 tok
UserB1ank/interactive-process-mcp Give AI Agents Interactive Terminal Capabilities[now been moved to termcp] 8 Claude Code 1 597 tok
uburuntu/vas3k-mcp vas3k-mcp.rmbk.me Plug vas3k.club into your AI — search members, cite posts, pull links right in chat. Remot 8 Claude Code 1 2,525 tok
jmpijll/fortimanager-code-mode-mcp MCP server for FortiManager using the Code Mode pattern — 2 tools (search + execute) with 8 Codex, OpenCode 1 1,701 tok
whitesmell/karpathy-skills Behavioral guidelines to reduce common LLM coding mistakes — Think Before ▎ Coding, Simp 8 Claude Code 1 9 tok
elhamid/llm-council LLM Council fork with persistence, decision traces, stability fixes, repeatable checks, an 8 Claude Code, Codex, OpenCode 2 2,683 tok
druce/MCP Experiments with Model Context Protocol 8 Claude Code 1 1,412 tok
SylphxAI/filesystem-mcp npmjs.com ARCHIVED non-primary. Prefer Citra/Iris/Cue/Prism/Spine/Lookout. 8 Codex, OpenCode 1 455 tok
Vvlladd/AppStoreConnectMCP 8 Claude Code, Codex, OpenCode 4 1,552 tok
mehmetbaykar/swift-poe-search-mcp A Swift MCP (Model Context Protocol) server providing AI-powered search and research tools 8 Claude Code 1 1,069 tok
fkesheh/mcp-agent-server An innovative Model Context Protocol hub that seamlessly connects your client with intelli 8 Claude Code 1 248 tok
DorukYelken/Model-Database-Protocol Model Database Protocol — intent-based, secure database access for LLMs with schema valida 8 Claude Code 1 1,564 tok
tostechbr/memoryClaw Universal Memory & Context Engine (MCP Server) to give Long-Term Memory to AI Agents. 8 Claude Code 10 6,485 tok
brian-ln/clipboard-mcp MacOS Clipboard access via Model Context Protocol 8 Claude Code 1 259 tok
ChristopherDavenport/unblink Pure-Go browser for AI: fetch pages, optionally render JS (no Chromium), get clean token-b 8 Claude Code 1 5,821 tok
ivanostanin/lucius-mcp ivanostanin.github.io A feature-rich Model Context Protocol (MCP) server and CLI for Allure TestOps TMS. 8 Codex, OpenCode 1 374 tok
maxzrff/KnowledgeMCP Model Context Protocol (MCP) server for local vector storage & semantic search (ChromaDB, 8 GitHub Copilot 1 153 tok
timescale/tiger-skills-mcp-server MCP server to provide a model with a set of skills 8 Claude Code 1 211 tok
markpasternak/canvas-drop canvas-drop.com Turn web artifacts into tools your team can use. Publish from files or an AI agent, contro 8 Claude Code, Codex, OpenCode 2 4,677 tok
DanWahlin/ai-repo-adventures danwahlin.github.io A fun, Model Context Protocol (MCP) server and/or HTML generator that transforms code repo 8 Codex, OpenCode 1 3,282 tok
hydrosquall/vega-mcp-server Custom interactive charts in LLM conversations using MCP Apps 8 Codex, OpenCode 1 160 tok
orifisher2/sqlike sqlike.com CLI, MCP server, GitHub Action and pre-commit hook for sqlike: deterministic SQL analysis 8 Codex, OpenCode 1 1,743 tok
TAKEOFF69/codex-skills-kit Task-typed prompt-engineering Agent Skills for OpenAI Codex. 8 Codex, OpenCode 1 714 tok
vassiliylakhonin/agenda-intelligence-md output-verification.agendamcp.dpdns.org Find broken references, mismatched quotes, unmatched numbers and evidence gaps in AI-gener 8 Claude Code, Codex, OpenCode 2 3,775 tok
lazyants/lexware-mcp-server 8 Claude Code 1 1,803 tok
Abdssamie/promption Promption is a modern AI prompt manager built with Tauri, React, and TypeScript. 8 Codex, OpenCode 1 3,395 tok
clawnify/greybeard Behavioral guidelines for AI coding agents — drop into CLAUDE.md / AGENTS.md to reduce com 8 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 15,123 tok
chicken-noodle-chris/tome Tome is a Claude Code plugin and a CLI tool with skills and scripts to create an llm-wiki 8 Claude Code 1 409 tok
BENZEMA216/music-analyzer Claude Code plugin — analyze audio files, extract musical features, generate Dreamina prom 8 Claude Code 10 632 tok
essentialproject/essential-view-builder-mcp This MCP (Model Context Protocol) server provides tools and resources for building high-qu 8 Claude Code, Codex, Gemini CLI, OpenCode 3 373 tok
MetriLLM/metrillm metrillm.dev Benchmark local LLM models: speed, quality, and hardware fitness scoring. CLI, MCP server, 8 Claude Code, Codex, OpenCode 2 2,834 tok
lanseqingling/lantern An open-source comics workspace for individual comic creators, supporting story and asset 8 Codex, OpenCode 1 2,060 tok
raultov/knot knot.kz High-performance Rust MCP server & CLI codebase indexer for AI agents. Unlocks deep codeba 8 Codex, OpenCode 1 6,343 tok
sv-tools/scrypted-mcp-plugin Scrypted plugin that exposes a Streamable HTTP Model Context Protocol endpoint, with OAuth 8 Claude Code 1 3,499 tok
Coding-Dev-Tools/click-to-mcp coding-dev-tools.github.io Wrap any Click or Typer CLI as an MCP server for AI agent integration 8 Codex, OpenCode 1 646 tok
Hehejie1/NoteMeld notemeld.wiki NoteMeld is a self-hosted AI knowledge workspace that automatically organizes web pages, v 8 Claude Code, Codex, OpenCode 2 2,698 tok
cmudco/dare-backend dare.cmu.edu Open-source Django REST backend for the DARE Platform, with multi-LLM chat, RAG, MCP tools 8 Claude Code, Codex, OpenCode 5 608 tok
NorviaLabs/forge forge.norvialabs.com Go from idea to verified code without leaving the terminal—Forge unifies an AI agent, code 8 Claude Code, Codex, OpenCode 2 719 tok
fa-mc/vibe-cading vibe-cading.ai 3D model generators with CadQuery for humans and LLM agents 8 Claude Code, Codex, OpenCode 3 2,397 tok