Data Science & ML MCP Servers
Explore our curated list of the best Data Science & ML MCP servers. Browse 384 servers to compare features, choose, connect with ease, and find the right server for your project.
Agentset
RAG for your knowledge base connected to [Agentset](https://agentset.ai).
Algolia
Use AI agents to provision, configure, and query your [Algolia](https://algolia.com) search indices.
IBM wxflows
Tool platform by IBM to build, test and deploy tools for any data source
PaddleOCR
An MCP server that brings enterprise-grade OCR and document parsing capabilities to AI applications.
Pagos
Interact with the Pagos API. Query Credit Card BIN Data with more to come.
Patronus AI
Test, evaluate, and optimize AI agents and RAG apps
Quickchat AI
Launch your conversational [Quickchat AI](https://quickchat.ai) agent as an MCP to give AI apps real-time access to its Knowledge Base and conversational capabilities
ZenML
Interact with your MLOps and LLMOps pipelines through your [ZenML](https://www.zenml.io) MCP server
A2A
An MCP server that bridges the Model Context Protocol (MCP) with the Agent-to-Agent (A2A) protocol, enabling MCP-compatible AI assistants (like Claude) to seamlessly interact with A2A agents.
ADR Analysis
AI-powered Architectural Decision Records (ADR) analysis server that provides architectural insights, technology stack detection, security checks, and TDD workflow enhancement for software development projects.
AgentBay
An MCP server for providing serverless cloud infrastructure for AI agents.
AI Agent Marketplace Index
MCP server to search more than 5000+ AI agents and tools of various categories from [AI Agent Marketplace Index](http://www.deepnlp.org/store/ai-agent) and monitor traffic of AI Agents.
AI Tasks
Let the AI manage complex plans with integrated task management and tracking tools. Supports STDIO, SSE and Streamable HTTP transports.
ai-Bible
Search the bible reliably and repeatably [ai-Bible Labs](https://ai-bible.com)
Airbnb
Provides tools to search Airbnb and get listing details.
Airflow
An MCP Server that connects to [Apache Airflow](https://airflow.apache.org/) using official python client.
Airtable
Read and write access to [Airtable](https://airtable.com/) databases, with schema inspection.
Airtable
Airtable Model Context Protocol Server.
Algorand
A comprehensive MCP server for tooling interactions (40+) and resource accessibility (60+) plus many useful prompts for interacting with the Algorand blockchain.
Amadeus
(by donghyun-chae) - An MCP server to access, explore, and interact with Amadeus Flight Offers Search API for retrieving detailed flight options, including airline, times, duration, and pricing data.