Data Science & ML

2,105 MCP servers in this category, most used first.

FunASRTranscribe local audio with FunASR and SenseVoice using private, on-device inference.
GatewayA blazing fast AI Gateway with integrated guardrails. Route to 1,600+ LLMs, 50+ AI Guardrails with 1 fast & friendly API.
LemonadeLemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Join our discord: https://
PeekabooPeekaboo is a macOS CLI & optional MCP server that enables AI agents to capture screenshots of applications, or the entire system, with opti
Deep ResearchUse any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server.
NeoNeo.mjs is a self-evolving software organism: a professional end-to-end AI engineering team whose cross-model swarm inhabits live apps via N
Kicad Mcp ServerKiCAD MCP is a Model Context Protocol (MCP) implementation that enables Large Language Models (LLMs) like Claude to directly interact with K
NpcpyThe python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.
Ros Mcp ServerConnect AI models like Claude & ChatGPT with ROS robots using MCP
Jupyter Mcp Server🪐 🔧 Model Context Protocol (MCP) Server for Jupyter.
Ai GatewayLabs to explore AI Models, MCP servers, and Agents with the AI Gateway powered by Azure API Management and Microsoft Foundry 🚀
InnoshopInnoShop is an AI-powered open source e-commerce system built on Laravel 13. It supports multiple AI models and native MCP (Model Context Pr
UnrealgenaisupportUnreal Engine plugin for LLM/GenAI models & MCP UE5 server. OpenAI GPT-5, Deepseek R1, Claude Opus/Sonnet, Gemini 3, Grok 4, Alibaba Qwen, K
Agentic Ai ApisThe ultimate collection of APIs for building autonomous AI agents — 2,036 production-ready APIs across Agents, AI Models, and MCP Servers. S
Rails Mcp ServerA Ruby gem implementation of a Model Context Protocol (MCP) server for Rails projects. This server allows LLMs (Large Language Models) to in
MegamemoryPersistent project knowledge graph for coding agents. MCP server with semantic search, in-process embeddings, and web explorer.
Mcp Server AirbnbSearch Airbnb using your AI Agent
Binary Ninja McpA Binary Ninja plugin containing an MCP server that enables seamless integration with your favorite LLM/MCP client.
Claude Skills McpMCP server for searching and retrieving Scientific Agent Skills using vector search
Quickbooks Online Mcp ServerThe QuickBooks MCP Server lets AI assistants access QuickBooks data via a standard interface. It uses the Model Context Protocol to expose Q
Vscode Mcp ServerMCP server to expose VS Code editing features to an LLM for AI coding
Mcp Server Macos UseAI agent that controls computer with OS-level tools, MCP compatible, works with any model
MemorymeshA knowledge graph server that uses the Model Context Protocol (MCP) to provide structured memory persistence for AI models.
VisualTorchRender PyTorch architecture diagrams and animated GIF reveals from trusted model source.
Laravel Mcp ServerA Laravel package for implementing secure Model Context Protocol servers using Streamable HTTP and SSE transport, providing real-time commun
Apollo MCP ServerMCP server that exposes GraphQL operations as tools for AI models.
Rust Docs Mcp Server🦀 Prevents outdated Rust code suggestions from AI assistants. This MCP server fetches current crate docs, uses embeddings/LLMs, and provide
Mastergo Magic McpMasterGo Magic MCP is a standalone MCP (Model Context Protocol) service designed to connect MasterGo design tools with AI models.
Uteke🧠 The Brain for Your AI — Local-first memory engine for AI agents. Store, recall, and search memories with semantic embeddings. Single Rust
Mcp DefenderDesktop app that automatically scans and blocks malicious MCP traffic in AI apps like Cursor, Claude, VS Code and Windsurf.
ExstructConversion from Excel to structured JSON (tables, shapes, charts) for LLM/RAG pipelines, and autonomous Excel reading/writing by AI agents v
Meilisearch McpA Model Context Protocol (MCP) server for interacting with Meilisearch through LLM interfaces.
Gis McpA Model Context Protocol (MCP) server implementation that connects Large Language Models (LLMs) to GIS operations using GIS libraries, enabl
Cursor Notebook McpModel Context Protocol (MCP) server designed to allow AI agents within Cursor to interact with Jupyter Notebook (.ipynb) files
Prism CoderSession memory for coding agents: local-first recall, drift detection, on-device inference.
Mcp Client Gomcp client for Go (Golang). Integrate multiple Model Context Protocol (MCP) servers
Mcp Bigquery ServerA Model Context Protocol (MCP) server that provides secure, read-only access to BigQuery datasets. Enables Large Language Models (LLMs) to s
Code PathfinderCode intelligence MCP server: call graphs, type inference, and symbol search for Python/Go.
Mcp ChatOpen Source Generic MCP Client for testing & evaluating mcp servers and agents
Jupyter Notebook McpA Model Context Protocol (MCP) for Jupyter Notebook
Dart Mcp ServerDart AI Model Context Protocol (MCP) server
SwiftlensSwiftLens is a Model Context Protocol (MCP) server that provides deep, semantic-level analysis of Swift codebases to any AI models. By integ
ModexModex is a Clojure MCP Library to augment your AI models with Tools, Resources & Prompts using Clojure (Model Context Protocol). Implements
Snippy🧩 Build AI-powered MCP Tools with Azure Functions, Durable Agents & Cosmos vector search. Features orchestrated multi-agent workflows using
IBM Granite x402 RemotePay-per-use IBM Granite AI via x402: chat, code, embeddings, forecasting. USDC on Base or Solana.
IBM Granite via x402x402 pay-per-use IBM Granite AI: chat, code, embeddings, analysis, forecasting. Pay USDC per call.
IBM watsonx.ai GraniteIBM watsonx.ai MCP by three.ws: chat, text generation, embeddings, and tokenization.
Alibaba Cloud DashScope — QwenAlibaba Cloud DashScope MCP: Qwen chat, embeddings, and model discovery on your own account.
Memory Mcp ServerA Model Context Protocol server that provides knowledge graph management capabilities.
Silverbullet Ai McpExposes silverbullet-ai tools from a SilverBullet space to MCP clients
Train In SilenceThe first Task-Aware MCP server and automated VRAM calculator for LLM fine-tuning. Instantly snipe the cheapest, fastest GPUs across 10+ clo
Needle McpNeedle MCP Server for easy RAG.Long-term memory for LLMs.
Redmine Ai HelperA Redmine plugin that adds AI agents, MCP Server, smart completion, and vector search.
SandBaseConnect MCP clients to 2,000+ AI models without managing provider API keys.
Jira McpA Go-based MCP (Model Control Protocol) connector for Jira that enables AI assistants like Claude to interact with Atlassian Jira. This tool
Ccxt McpCCXT MCP Server bridges the gap between AI models and cryptocurrency trading by providing a standardized interface through the Model Context
Memory Mcp Server GoA Model Context Protocol server that provides knowledge graph management capabilities.
Nasa Mcp ServerA Model Context Protocol (MCP) server for NASA APIs, providing a standardized interface for AI models to interact with NASA's vast array of
Jvm Mcp ServerThis is an implementation project of a JVM-based MCP (Model Context Protocol) server. The project aims to provide a standardized MCP server
Multi Ai Advisor Mcpcouncil of models for decision
CarrotaiCarrotAI is a cutting-edge AI agent application that delivers real-time streaming chat via Server-Sent Events (SSE) with built-in Model Cont
Semanticscholar Mcp Server🔍 This project implements a Model Context Protocol (MCP) server for interacting with the Semantic Scholar API. It provides tools for search
McpdeltaDelta MCP is a free app that sits between your AI apps and their MCP servers: one program per task instead of one tool call per step, up to
Gdal McpModel Context Protocol server that packages GDAL-style geospatial workflows through Python-native libraries (Rasterio, GeoPandas, PyProj, et
Tally Mcp ServerTally Prime MCP (Model Context Protocol) Server implementation to feed Tally ERP data to popular LLM like Claude, ChatGPT supporting MCP
Code Graph McpAST knowledge graph MCP server for Claude Code - semantic search, call graph traversal, HTTP route tracing, impact analysis. Auto-indexes 10
TranscriptedRead-only search over the meetings, dictations and writing saved by the Transcripted Mac app.
Wwise McpWwise-MCP is a Model Context Protocol (MCP) server that enables large language models (LLMs) to interact with the Wwise Authoring applicatio
Agent FusionAgent Fusion is a local RAG semantic search engine that gives AI agents instant access to your code, documentation (Markdown, Word, PDF). Qu
Freshdesk McpMCP server created for Freshdesk, allowing AI models to interact with Freshdesk modules
Open Meteo McpA comprehensive MCP server providing access to Open-Meteo weather APIs for Large Language Models
Mcp Server Okppt这个项目是一个基于MCP (Model Context Protocol) 的服务器工具，名为 "MCP OKPPT Server"。它的核心功能是允许大型语言模型（如Claude、GPT等）通过生成SVG图像来间接设计和创建PowerPoint演示文稿。工具负责将这些SVG图像
MychatarchiveLocal-first AI memory archive. Import ChatGPT, Claude, and Grok exports, generate semantic embeddings, and search via MCP server. Zero cloud
Nepseapi UnofficialUnlock Nepal Stock Exchange (NEPSE) data with this powerful unofficial API. Features REST, WebSocket, and a first-of-its-kind Model Context
Mcp Server WhisperAn MCP Server for audio transcription using OpenAI
Generative Ui McpMCP server that teaches AI models to generate interactive visualizations — charts, diagrams, mockups, and more.
Esp32McpserverAllow AI models connect to ESP32 and read connected sensors NMEA2k, ODB/ODBII, NMEA0183. AI generated MCP server.
SrclightDeep code indexing MCP server for AI agents. 25 tools: hybrid FTS5 + embedding search, call graphs, git blame/hotspots, build system analysi
Arthas Mcp ServerArthas MCP Server is an MCP-based diagnostic toolkit for Java applications, designed for LLM integration. It integrates with Alibaba Arthas
PensieveLocal search across your files, git repos and AI agent sessions on your Mac. An MCP server gives your agents the best context, a 3D map show
Ai WorkshopBuilding GenAI Apps in C#: Microsoft Extensions for AI, Templates, Microsoft Foundry & More
Runapi Mcp130+ AI models for image, video, music, and audio — 18 model families, one RunAPI account.
Smart Connections McpLocal semantic search over Obsidian vaults via Smart Connections embeddings. Multi-vault, private.
Muse Chat McpMCP server + OpenAI-compatible shim to use Meta Muse (muse.ai, Hatch) by driving the real logged-in Chrome.
Sumo Mcp ServerSUMO-MCP 是一个连接大语言模型 (LLM) 与 Eclipse SUMO 交通仿真的中间件。通过 Model Context Protocol (MCP)，它允许 AI 智能体（如 Claude, Cursor, TRAE等）直接调用 SUMO 的核心功能，实现从Open
Midi Mcp ServerMIDI MCP Server is a Model Context Protocol (MCP) server that enables AI models to generate MIDI files from text-based music data. This tool
Mcp Server LedgerA Model Context Protocol server for interacting with Ledger CLI, a powerful double-entry accounting system. This server enables Large Langua
skforecast-aiForecast time series in CSV files: deterministic skforecast workflows and the script that ran.
Whimsical Mcp ServerMCP server for creating whimsical boards from an LLM context
Qiaomu Llm Mcp把多模型 Provider、本地密钥和 HeavySkill 讨论统一成 MCP 网关 | Local MCP gateway for multi-provider LLM routing, secrets, and HeavySkill discussions.
Stata CodeAgent-native Stata bridge for empirical research — run DiD/IV/RDD and publication-ready tables from Claude Code, Jupyter, or VS Code on one
Python Notebook McpLightweight Python Notebook MCP - Enable AI assistants to create, edit, and view Jupyter notebooks via Model Context Protocol
Lanhu Context Mcp把蓝湖设计稿整理成让 AI 生成代码还原页面的上下文
AgentstackAgentStack is a production-grade multi-agent framework built on Mastra, delivering 50+ enterprise tools, 25+ specialized agents, and A2A/MCP
Mcp Server MattermostMCP server for Mattermost - let Claude, Cursor, and other AI assistants work with channels, messages, and files
Mcp Server RabbitmqMCP server for RabbitMQ
Napari Mcp🔬 MCP server for AI-powered napari control. Connect Claude, ChatGPT, Cursor, and other LLMs to napari for interactive image analysis. Perfe
Omop McpModel Context Protocol (MCP) server for mapping clinical terminology to Observational Medical Outcomes Partnership (OMOP) concepts using Lar
Mcp File Context ServerA Model Context Protocol (MCP) server that provides file system context to Large Language Models (LLMs). This server enables LLMs to read, s
Okta Mcp ServerThe Okta MCP Server is a groundbreaking tool built by the team at Fctr that enables AI models to interact directly with your Okta environmen

Data Science & ML

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