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.
Agentic Rag Financial Parser
Enterprise RAG ecosystem managing 32000+ semantic chunks. Features hybrid parsing (LlamaParse/PyMuPDF) and 256-dim MRL embeddings for 512MB RAM environments
Flamehaven Filesearch
Self-hosted RAG search engine — 34 formats, BM25+hybrid search, multi-LLM (Gemini/OpenAI/Claude/Ollama), FastAPI + Docker, production-ready in 3 min
VideoGLaMM
[CVPR 2025 🔥]A Large Multimodal Model for Pixel-Level Visual Grounding in Videos
VLMForge
Evaluate visual models on your own images, JSON Schema, and production constraints with LangGraph, Pareto analysis, and a no-key Replay demo.
DeepReason
Multi-Agent self-correcting reasoning engine
AgentHER
AgentHER: Hindsight Experience Replay for LLM Agents
CodeInsight
基于 Hybrid RAG 与 LangGraph 的本地代码仓库理解工具,支持中英文提问、语义检索、证据引用和多问题拆分
NASA MCP Server
A Model Context Protocol (MCP) server for NASA APIs, providing a standardized interface for AI models to interact with NASA's vast array of data sources.
Jvm MCP Server
This is an implementation project of a JVM-based MCP (Model Context Protocol) server. The project aims to provide a standardized MCP server implementation for the JVM platform, enabling AI models to better interact with the Java ecosystem.
Amfs
Recursive Self-Improvement for AI agents and models, helping your agents self-improve with every run
Sovereign Agent Swarm
Adaptive Human-Agent Teaming (HAT) & Smart Company (SmC) Infrastructure This repository implements a Human-Model-Free adaptive agent architecture. Instead of relying on rigid, computationally expensive human behavioral models, the system leverages real-time trajectory analysis and the Cross-Entropy
Workspace Bench
Benchmark self-evolving Agent upon realistic large-scale file workspaces
SciBASIC
A VisualBasic(.NET) language kernel and runtime for scientific data computing, deep learning, LLM inference, GPU acceleration, visualization and command-line data-science applications — running on .NET (net10.0) across Windows, Linux and macOS.
RAG Boilerplate
RAG boilerplate with semantic/propositional chunking, hybrid search (BM25 + dense), LLM reranking, query enhancement agents, CrewAI orchestration, Qdrant vector search, Redis/Mongo sessioning, Celery ingestion pipeline, Gradio UI, and an evaluation suite (Hit-Rate, MRR, hybrid configs).
Wandb MCP Server
The official implementation of the W&B Models and Weave MCP server.
Constellation Engine
Most AI agents forget you the moment the tab closes. Constellation Engine gives them a hippocampus — a living star map with spreading activation, Hebbian writeback, episodic recall, and post-turn consolidation. Local-first, model-agnostic, AGPL.
Bedrock Kb Rag Workshop
Bedrock Knowledge Base and Agents for Retrieval Augmented Generation (RAG)
ServiceGraph
AI Agent skills to access structured datasets for startup founders
MCP Server
Upstash Model Context Server
Midi MCP Server
MIDI MCP Server is a Model Context Protocol (MCP) server that enables AI models to generate MIDI files from text-based music data. This tool allows for programmatic creation of musical compositions through a standardized interface.
LLM Agri Bot
This Chatbot helps farmers make informed decisions by leveraging the power of LLM Model from OpenAI.
R02 Alirezarezvani Claude Skills Datascience
🤖 Data Science & AI/ML skill suite derived from alirezarezvani/claude-skills.
Cactus
LLM Agent that leverages cheminformatics tools to provide informed responses.
R14 Borghei Claude Skills Datascience
🤖 Data Science & AI/ML skill suite derived from borghei/Claude-Skills.
List refreshed November 15, 2026. Data comes from public GitHub repositories.