48 MCP ServersFree scan on submit

Data Science & ML MCP Servers

Compare the best open-source MCP servers 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.

AllCoding AgentsDeveloper ToolsData Science & MLProductivity & WorkflowResearch & AnalysisBrowser AutomationWeb Scraping & DataDatabase ManagementSecurity & TestingDeployment & DevOpsCloud InfrastructureDesign & MediaContent & WritingMarketing AutomationFinance & TradingCommunicationSEO & AI SearchSocial MediaJob Search & CareersSales & CRME-commerceCrypto & Web3Gaming & Game DevSmart Home & IoTLearning ResourcesOther

MaxKB

🔥 MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。

Data Science & ML Scanned 23k

FunASR

Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, and OpenAI-compatible/MCP serving.

Data Science & ML Scanned 21k

Ida Pro MCP

AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.

Data Science & ML Scanned 13k

Osaurus

Own your AI. The native macOS harness for AI agents -- any model, persistent memory, autonomous execution, cryptographic identity. Built in Swift. Fully offline. Open source.

Data Science & ML Scanned 8.1k

Semble

Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read

Data Science & ML Scanned 6.3k

Code Graph Rag

The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

Data Science & ML Scanned 5.3k

KiCAD MCP Server

KiCAD MCP is a Model Context Protocol (MCP) implementation that enables Large Language Models (LLMs) like Claude to directly interact with KiCAD for printed circuit board design.

Data Science & ML Scanned 3.1k

Agent Teams AI

You're the boss, agents are your team. They handle tasks on their own, message each other, and review each other's work. You just watch the kanban board and give high-level commands. Codex/Claude/OpenCode/Cursor/Grok/GitHub/Kiro/Z.AI/Xiaomi/MiniMax/Kimi(300+ models, 200+ LLM providers, free models no auth) Build your AI company with multiple teams

Data Science & ML Scanned 2.4k

Ros MCP Server

Connect AI models like Claude & GPT with robots using MCP and ROS.

Data Science & ML Scanned 1.5k

Chunkhound

Your entire engineering context, deeply understood

Data Science & ML Scanned 1.5k

Ollaya

Jev-compatible API server for open decision models. Ollama for decision models: pull and serve 29 model families (Laya, pplx-decider, Clef, Winnow, coba...) locally or self-hosted behind /v1/systemone. The TypeSafe SDK works unchanged: set its base URL and pick an open model. CLI, desktop app, Docker, MCP server, public bench.

Data Science & ML Scanned 1.4k

Nuxt MCP Dev

MCP server helping models to understand your Vite/Nuxt app better.

Data Science & ML Scanned 913

Vmlx

vMLX - Use MLX models easily - JANGQ (GGUF for MLX) - Not dependant on mlx_vlm

Data Science & ML Scanned 906

VectorCode

A code repository indexing tool to supercharge your LLM experience.

Data Science & ML Scanned 874

Wax

Shared Single-file memory layer for all your agents, sub mili-second RAG over text, photo and video on Apple Silicon.. No Server. No API. One File. Pure Swift

Data Science & ML Scanned 806

Passage Of Time MCP

🤖🕰️ An MCP server that gives language models temporal awareness and time calculation abilities. Teaching AI the significance of the passage of time through collaborative tool development.

Data Science & ML Scanned 723

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

Data Science & ML Scanned 645

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.

Data Science & ML Scanned 575

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.

Data Science & ML Scanned 529

Structurizr

Structurizr is a "models as code" tool designed for the C4 model.

Data Science & ML Scanned 511

Beever Atlas

Your First LLM-Wiki Conversation Knowledge Base

Data Science & ML Scanned 451

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.

Data Science & ML Scanned 427

Nanobanana MCP Server

AI image generation MCP server powered by Google Gemini, with smart model selection and 4K output

Data Science & ML Scanned 402

Context Engine

Context-Engine MCP - Agentic Context Compression Suite

Data Science & ML Scanned 400

List refreshed November 15, 2026. Data comes from public GitHub repositories.