Data Science & ML MCP Servers

MCP Tools

Provides AI-powered tools for web search, mathematical calculations, and tech news aggregation using the Machine Communication Protocol.

Quickstart

Facilitates understanding and experimentation with the Model Context Protocol (MCP) by providing custom server and client implementations integrated with a Large Language Model.

Google Search

Enables Large Language Models (LLMs) to query and retrieve live Google Search data using natural language.

Outreach.io

Connects Large Language Models (LLMs) to live Outreach.io data via a Model Context Protocol (MCP) interface, enabling natural language queries without SQL.

Matter AI

Integrates advanced code review, implementation planning, and pull request generation directly into IDEs for AI agents.

Gemini

Enables AI-powered image processing through a Gemini 2.5 Flash-based MCP server.

Waygate

Provides a security-hardened and scalable foundational server framework for Model Context Protocol applications.

Mistcash

Enables AI agents and Large Language Models to interact with Starknet smart contracts, facilitating automated Web3 application workflows.

Polyglot DB

Provides a unified interface to query and manage 16 different databases using natural language.

Famulor

Integrates the Famulor Voice Agent Platform with MCP-compatible clients to enable AI-powered phone calls, voice assistant management, and call data retrieval.

Watsonx

Enables Claude Code to delegate advanced AI tasks to IBM watsonx.ai foundation models like Granite, Llama, and Mistral.

View Image

Provides image viewing capabilities for AI agents, accepting images via file path or base64 data and returning them in a standardized multipart format with metadata.

S3

Connects Amazon S3 and S3-compatible object storage to AI assistants for secure data management.

BudgetAware AI Squad

Integrates financial self-awareness into AI agent meshes to proactively govern cloud costs and prevent bill shock in autonomous workflows.

MinerU

Provides an MCP server interface to programmatically extract text, tables, and formulas from various document and image formats using the MinerU API.

Swarm.at Ledger

Establishes a tamper-evident, hash-chained public ledger to record and verify the work of AI agents.

UI Annotator

Bridges visual UI feedback and AI-assisted code changes by allowing developers to annotate UI issues on localhost sites and send them directly to Claude Code.

X402 Search

Empower AI agents to discover and interact with over 13,000 x402-enabled HTTP APIs dynamically.

Terminator

Enables AI agents to interact with terminal applications by converting raw terminal output into a structured Terminal State Tree.

ENA

Provides a structured interface for AI agents to programmatically access and interact with European Nucleotide Archive (ENA) REST services.