Data and AI

2,355 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
geckse/markdown-vdb A filesystem-native vector database built around Markdown files. For AGENTS and MEMORY in 29 Claude Code 10 5,817 tok
dimitar-grigorov/mcp-file-tools MCP server for file operations on non-UTF-8 text: detects the encoding from the bytes, han 29 Claude Code, Codex, OpenCode 2 950 tok
mohitbadwal/ringback Let your AI agent call your phone and talk to you — MCP servers for live, interruptible vo 29 Claude Code 2 —
ArchSightLabs/archsight-aios Skills, workflows, and multi-agent toolkit for knowledge workers and AI R&D teams in the c 29 Claude Code, Codex, Gemini CLI, OpenCode 3 757 tok
ekingunoncu/izan.io izan.io Turn Any Browser Action & Data Extraction into an AI Tool in 60 Seconds 28 Claude Code 1 1,172 tok
frozenlib/mcp-attr A library for declaratively building Model Context Protocol servers. 28 Claude Code 1 2,068 tok
ProfSynapse/Synaptic-Tuner 28 Claude Code, Codex, OpenCode 14 8,293 tok
manusa/ai-cli ai-cli lets you go from zero to AI-powered in seconds in a safe, automated and tailored wa 28 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,248 tok
CaicoLeung/bob-plugin-ollama-translator Bob translation plugin: integrates Ollama/OpenAI/DeepSeek/Grok/Claude/Gemini/Zhipu and oth 28 Claude Code, Codex, OpenCode 2 3,779 tok
tumf/conflux dev.to 🚀 Spec-driven parallel coding orchestrator for AI agents | Automates OpenSpec changes wit 28 Claude Code, Codex, OpenCode 11 7,649 tok
benmyles/glyph 🔮 glyph – mcp server to map your codebase with symbol outlines 28 Claude Code 1 1,133 tok
gaspareduard/Omada-mcp Security-first MCP server for TP-Link Omada, with a stdio-first runtime, capability-gated 28 Claude Code, Codex, OpenCode 3 2,713 tok
SuperdeMan/cockpit-agent A cloud-edge collaborative AI Agent for intelligent vehicle cockpits: millisecond-level ve 28 Claude Code, Codex, OpenCode 2 12,790 tok
codingthefuturewithai/rag-retriever A Python application that loads and processes both web pages and local documents, indexing 27 Claude Code 11 2,759 tok
vbarsoum1/llm-wiki-compiler Compile documents into a living Obsidian wiki. Any AI agent. Based on Karpathy's LLM Wiki 27 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,209 tok
filippovarini/community-fish-detector-dataset 27 Claude Code 2 1,390 tok
qzc438/ontology-llm Agent-OM: Leveraging LLM Agents for Ontology Matching 27 Claude Code 1 522 tok
silent-rs/silent-Tiangong A desktop personal AI intelligent terminal built with Rust + Tauri, featuring an embedded 27 Claude Code 1 1,900 tok
awaithumans/awaithumans-human-in-the-loop-ai-agents awaithumans.dev Pause your AI agent. Ask a human. Resume with their answer. Open source human-in-the-loop 27 Claude Code 1 4,501 tok
opencrawling/opencrawling opencrawling.org Reference Java & Spring implementation of the Open Ingestion Standard (OIS). It provides a 27 Claude Code 1 4,028 tok
coyaSONG/youtube-mcp-server smithery.ai Citation-ready YouTube research for AI agents — transcript search, exact timestamp links, 27 Claude Code, Codex, OpenCode 2 1,611 tok
surrealdb/surrealfs Virtual file system for AI agents built on SurrealDB 27 Claude Code, Codex, OpenCode 8 7,724 tok
jmanhype/mcp-flux-studio A Model Context Protocol server for Flux image generation, providing tools for image gener 26 Claude Code 1 525 tok
jyjeanne/crustly crates.io A blazingly fast, privacy first (work with local LLMs), memory-efficient terminal-based AI 26 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,137 tok
swm-gpu/swm swmgpu.com One CLI to search, provision, and manage cloud GPUs across 10 providers 26 Claude Code, Codex 1 —
MacPaw/ComposablePipelines Open, runtime-agnostic Swift package for composing AI pipelines: SwiftUI-like DSL, Codable 26 Claude Code 1 —
ml-jku/conglude 26 Claude Code 4 —
glassBead-tc/tinder-mcp-server Model Context Protocol server wrapping the Tinder API 26 Claude Code 1 659 tok
kishormorol/SkillsAllYouNeed kishormorol.github.io A curated directory of every first-party skill, capability, and tool across 13 AI assistan 26 Claude Code 1 475 tok
WaveSpeedAI/wavespeed-cli wavespeed.ai WaveSpeed CLI — run any image, video, audio or 3D model from your terminal or coding agent 26 Claude Code 1 1,191 tok
cq27-dev/rag-rat rag-rat.cq27.dev Local repo-intelligence index + MCP server: semantic search, symbol/graph navigation, impa 26 Claude Code, Codex, OpenCode 7 3,033 tok
marianfoo/sap-mcp-servers Monorepo for SAP MCP servers (API Hub, Road Map Explorer, SAP Notes) and their shared SAP 26 Claude Code, Codex, OpenCode 2 2,698 tok
NikiforovAll/mcp-template-dotnet nikiforovall.blog This repository contains a template for creating a Model Context Protocol (MCP) applicatio 25 Claude Code 2 —
chappyasel/meta-kb A self-improving knowledge base about LLM agent infrastructure 25 Claude Code 1 903 tok
youdotcom-oss/dx-toolkit Open-source toolkit enabling developers to integrate You.com's AI capabilities into their 25 Claude Code, Codex, OpenCode 4 1,319 tok
crazyrabbitLTC/mcp-twitter-server Model Context Protocol Server for Accessing twitter 25 Claude Code 1 642 tok
RedHatInsights/insights-mcp An MCP server to connect Red Hat Lightspeed functionality to an AI / LLM 25 Claude Code, Codex, OpenCode 2 3,381 tok
pro-vi/loopgen A prompt compiler skill for /goal and ralph loop 25 Claude Code 1 395 tok
gvkhosla/pi-tinker npmjs.com Fine-tune open-source models with Tinker from inside Pi — managed improve loops, data prep 25 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,540 tok
KathanModh259/latent-gate kathanmodh259.github.io MCP server that shrinks logs, JSON, docs and web pages before your AI reads them. Offline, 25 Claude Code, Codex 1 —
hermes-labs-ai/fidelis hermes-labs.ai Zero-LLM agent memory for Claude Code and AI agents: local-first BM25, dense-vector, and r 25 Claude Code, Codex, Gemini CLI 2 299 tok
MarimerLLC/calendar-mcp Adjutant - a Model Context Protocol (MCP) server giving AI assistants unified access to em 25 Claude Code, GitHub Copilot 2 1,715 tok
stacklok/toolhive-catalog ToolHive's registry catalog of MCP servers 25 Claude Code 1 377 tok
magnusfroste/flowwink flowwink.com Flowwink is the next gen open source Business Operating System with 500+ skills where Herm 25 Claude Code 2 13,358 tok
cyanheads/ntfy-mcp-server npmjs.com Send, manage, and replay ntfy push notifications via MCP. STDIO or Streamable HTTP. 25 Claude Code, Codex, OpenCode 2 20,796 tok
Adelie-Squad/solosquad AI agent system designed to help solo founders build and ship products efficiently 25 Claude Code, Codex, OpenCode 8 4,930 tok
chadthornton/upnote-mcp Model Context Protocol server for Upnote integration 25 Claude Code 1 770 tok
zulip/zulipmcp windbornesystems.com Run AI agents in Zulip as @mentionable bots — or wire into any MCP client. 25 Claude Code 1 922 tok
totigm/humanjs humanjs.dev Humanize browser automation for AI agents, QA tests, and demos. Playwright-first — record 25 Claude Code 1 3,668 tok
leonardsellem/readwise-vector-db Turn your Readwise library into a blazing-fast, self-hosted semantic search engine – compl 24 Claude Code, Codex, OpenCode 2 5,968 tok