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.
Accountings
面向个人用户的一站式智能财务管理平台，覆盖日常记账、账单统计、预算、资产、发票及财务数据管理，并通过自然语言交互、RAG 与 Agent 工作流提供智能记账、财务问答和个性化分析，同时支持社区互动与用户成长体系。
RAGWire
Production-grade RAG toolkit - ingest PDFs, DOCX, XLSX into Qdrant with LLM metadata extraction, hybrid search, and SHA256 deduplication.
Complete Generative AI
A comprehensive collection of Generative AI projects and experiments, covering RAG, chatbots, LLM fine-tuning, and more.
Multi Agent Template App
A radically simple, reliable, and high performance template to enable you to quickly get set up building multi-agent applications
Weaviate Claude Skills
Claude Skills for connecting Claude.ai to local Weaviate vector databases - manage collections, ingest data, and query with RAG
ToolAgents
ToolAgents is a lightweight and flexible framework for creating function-calling agents with various language models and APIs.
Claude Rag Skills
Professional RAG development skills for Claude Code - audit, evaluate, optimize, and scaffold RAG pipelines
Kalibr SDK Python
Stop overpaying to run your agents. Kalibr routes every request to lower-cost model and tool paths without degrading performance.
MCP Context Provider
A static MCP server that provides AI models with persistent tool context, preventing context loss between chats.
CaPtain
CaPtain: A Pipeline for Post-Training Code-as-Policy Robot Agents — CaPtain-Harness, SFT and RL training code, benchmark adapters
Grux
Grux AI: open source AI agent for macOS (MIT). One Command Panel for your mail, calendar, meetings, files and a shell it can undo. Runs on a local Ollama model with no key, or your own key. Change it with Claude Code. Download Grux.dmg at gruxai.com, or brew install --cask dotcomjack/tap/grux
Humanasllm
Human as Agent（人即智能体）· Human-as-LLM 人工代理网关：把工程师变成模型，OpenAI 兼容 /v1 接入 Agent 调度池，涉密/需人工任务路由给真实工程师。为 AI Agent 提效、为平台/运维收集工单。Human-as-LLM Gateway, human-in-the-loop, OpenAI compatible /v1, human-llm model.
Vn Stock Rag
Hệ thống phân tích chứng khoán Việt Nam chuyên sâu sử dụng kiến trúc Multi-Agent RAG với CrewAI và Google Gemini.
SmartAgent
The official repository of "SmartAgent: Chain-of-User-Thought for Embodied Personalized Agent in Cyber World".
Abaqus Agent
AI-driven Abaqus workbench: describe a model in a spec, get a real solved one back. Every capability is backed by a check you can run on your own seat, and the gates refuse a doubtful answer instead of returning it. AGPL-3.0 + commercial licence.
Fast Asdlc
Fast-ASDLC: 5x TTM with AI-native Agentic SDLC. Local-LLM first, Human-in-the-loop, Spec-driven. Built on DDD, Hexagonal Architecture, C4 Model & MCP. Features Meta-agents for self-improvement, Memory Bank for context persistence, and automated 100% test coverage. Everything-as-Code & Mermaid.js centric to save context window and slash token costs.
Text2sim MCP Server
Text2Sim MCP Server is a conversational simulation engine that transforms natural language into working simulation models. Supporting Discrete-Event Simulation (DES) and System Dynamics (SD), it integrates with LLMs via the Model Context Protocol (MCP) to transform plain English descriptions into simulation models within environments like Claude.
Claude Skills Mental Models
Mental models as files an agent reads — bring your own, or start with 21 sourced ones. An Open Knowledge Format bundle + Claude Code skill.
Buff Term
Buff 加持的 SSH 工具 | 面向 AI 的 SSH 工具与 MCP 服务器，内置自研 AI Agent 编排层，接入任意 OpenAI 兼容协议的大模型。 An AI-oriented SSH tool and MCP server with a built-in self-developed AI Agent orchestration layer, compatible with integration of any large model supporting the OpenAI-compatible protocol.
Secure Rag Multi Agent
Secure Retrieval-Augmented Generation (RAG) with role-based access control using Mastra AI orchestration, with JWT Secure, also Deep Research built with Cedar & Next.js. Gemini, OpenAI, Openrouter, & Gemini CLI usable. Also exposes tools, agents as MCP Server Also A2A Agent Cards
Typed Evals
Fast, typed Python framework for Jev-as-a-Judge/Decision-model evaluation for LLMs, RAG, and AI agents along with human-label calibration.
Gocrewwai
The enterprise-grade CrewAI alternative for Go. Orchestrate strictly-typed, parallel AI agents with LangGraph-style Flow persistence, distributed A2A protocols, Model Context Protocol (MCP), and Human-in-the-Loop training.
Genai Starter Pack
Curated catalog and dataset of 50 cloneable GenAI apps and Hugging Face Spaces across RAG, AI agents, LangGraph, MCP, and more
Bigquery MCP
Practical MCP server for large BigQuery datasets. Supports vector search. Keep LLM context small while staying fast and allowing only safe read-only actions.
List refreshed November 15, 2026. Data comes from public GitHub repositories.