Data Science & ML Listings
Compare the best open-source listings for data science & ML. Models, RAG pipelines, embeddings and datasets. Ranked by GitHub stars, with install commands, what each one can touch and scan reports where available.
Haiku Rag
Agentic RAG for local and self-hosted document search: hybrid retrieval, reranking and multimodal RAG on embedded LanceDB, with Docling parsing and an MCP server
Tgo
Open-source AI Agent Customer Service Platform. Build AI agent teams with LLM orchestration, RAG knowledge base, multi-channel support, and human collaboration.
XLAM
xLAM: A Family of Large Action Models to Empower AI Agent Systems
Rails MCP Server
A Ruby gem implementation of a Model Context Protocol (MCP) server for Rails projects. This server allows LLMs (Large Language Models) to interact with Rails projects through the Model Context Protocol.
TravelPlanner
[ICML'24 Spotlight] "TravelPlanner: A Benchmark for Real-World Planning with Language Agents"
Opencode Power Pack
55 rigorous skills for Claude Code, Codex, OpenCode 1 and 2, and Pi: code review, security audit, feature development, frontend design, MCP tools, Hugging Face ML/training, and more.
AI Interview Codex
Comprehensive ML/AI interview codex with iterative system design, production-ready code, and 2026 standards. Includes LLM/GenAI, RAG systems, agentic AI, and algorithms from scratch.
Agent Craft
AI Agent 教学仓库 | 系统化 LangChain、RAG、LangGraph、MCP 全栈实战代码 | 万字博客详解 | 开源可运行示例 | 从零构建智能体
Hevy MCP
Manage your Hevy workouts, routines, folders, and exercise templates. Create and update sessions faster, organize plans, and search exercises to build workouts quickly. Stay synced with changes so your training log is always up to date.
Structurizr
Structurizr is a "models as code" tool designed for the C4 model.
Solon AI
Java AI application development framework (supports LLM-tool,skill; RAG; MCP; Agent-ReAct,Team-Agent). Compatible with java8 ~ java26. It can also be embedded in SpringBoot, jFinal, Vert.x, Quarkus, and other frameworks.
Beever Atlas
Your First LLM-Wiki Conversation Knowledge Base
OpenRCA
[ICLR'25] OpenRCA: Can Large Language Models Locate the Root Cause of Software Failures?
Nexus
Govern & Secure your AI
MCP Local Rag
Local-first RAG server for developers. Semantic + keyword search for code and technical docs. Works with MCP or CLI. Fully private, zero setup.
Lc Studylab
LC-StudyLab 是一个完整演示 LangChain v1.0 全家桶能力的开源项目,整合了 LangGraph、DeepAgents、RAG 检索增强生成、Guardrails 安全校验与流式输出智能体等核心特性,帮助开发者系统掌握 LangChain v1 的所有关键组件
Nanobanana MCP Server
AI image generation MCP server powered by Google Gemini, with smart model selection and 4K output
Context Engine
Context-Engine MCP - Agentic Context Compression Suite
Nextcloud MCP Server
Nextcloud MCP Server
LangChain ReAct Agent
基于 LangChain/LangGraph 的 ReAct Agent,结合 RAG 检索、工具调用与 Streamlit 界面,面向智能客服与报告生成场景。
Computer Use MCP
💻 Give AI models complete control of your computer (probably a bad idea)
HiRoute
Make Codex and Claude Code subscriptions go further: a local model router that gives routine agent work to economical models and keeps your strongest model for the hard parts.
Deepseek MCP Server
Model Context Protocol server for DeepSeek's advanced language models
SourceWeft
Open-source, self-hostable alternative to ChatGPT and NotebookLM — agents, skills, MCP, and cited knowledge in one AI workstation. Your models, your infrastructure. Free to use GPT 6: https://SourceWeft.com/
List refreshed November 15, 2026. Data comes from public GitHub repositories.