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Data Science & ML MCP Servers

Discover our curated collection of MCP servers for data science & ml. Browse 15174 servers and find the perfect MCPs for your needs.

mirror29

OpenFinClaw

Empower AI agents with a comprehensive quantitative trading workflow, encompassing research, strategy development, backtesting, and paper trading from a single natural-language prompt.

61
MikeRecognex

Codebase Index

Indexes codebases into structural metadata and exposes 17 query tools via the Model Context Protocol for efficient AI-assisted development.

61
codescene-oss

CodeScene

Exposes CodeScene’s Code Health analysis as local, AI-friendly tools for development environments.

61
MobileReality

MDMA

Transforms Markdown into interactive applications with embedded forms, approvals, webhooks, and dynamic UI components.

61
gavdilabs

CAP Plugin

Automatically transforms CAP OData services into AI-accessible resources, tools, and prompts with minimal configuration.

61
itseasy21

Knowledge Graph Memory

Enables persistent memory for Claude by utilizing a local knowledge graph to store and retrieve information.

61
rileylemm

GraphRAG

Enables querying of a hybrid graph and vector database using the Model Context Protocol for enhanced document retrieval.

60
mcherukara

Deep Research

Enables Claude and other MCP-compatible AI assistants to perform comprehensive research by integrating web and academic search functionalities.

60
HumphreySun98

SmartStudy Agent

Personalizes learning experiences by adapting to student knowledge through reinforcement learning and spaced repetition, transforming any lecture material into dynamic quizzes.

60
archcore-ai

Archcore

Establishes a git-native context layer, serving as repository memory for AI coding agents through a CLI, local MCP server, and session hooks.

60
dream-num

Univer Skills

Automates spreadsheet tasks directly from the command line, enabling AI agents to perform precise, local, and verification-first data operations without external software dependencies.

60
vrtejus

Pymol

Enables conversational structural biology by connecting PyMOL to Claude AI.

60
icraft2170

Youtube Data

Enables AI language models to interact with and analyze YouTube content through a standardized Model Context Protocol (MCP) interface.

60
ThetaBird

Axiom

Enables AI agents to query data stored in Axiom using the Axiom Processing Language (APL).

60
CohumanSpace

Digimon Engine

Provides a multi-agent, multi-player framework for building AI-native games and agentic metaverse environments.

59
Agents365-ai

Dsclaude

Integrates Claude Code and Claude Desktop with various third-party LLM backends through an Anthropic-compatible API.

59
comeonzhj

Jimengpic

Generates images using the Volcengine Jimeng AI API, accessible via a standardized Model Context Protocol (MCP) service.

59
2234839

Guosheng Toolbox

Provides a comprehensive multimodal AI toolkit, integrating powerful capabilities from Zhipu GLM and Pollinations.AI for advanced media analysis and generation.

59
IzumiSy

DuckDB Knowledge Graph Memory

Provides a Model Context Protocol (MCP) memory server with a DuckDB backend for knowledge graph storage and retrieval.

59
kbsooo

Atom of Thoughts

Decomposes complex problems into independent atomic units of thought, enabling robust reasoning and validated insights.

59
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