Data Science & ML MCP Servers

LLMS.txt Explorer

Discovers and analyzes websites implementing the llms.txt standard.

Codebase

Retrieves and analyzes entire codebases for AI agents using RepoMix.

Bankless Onchain

Enables interaction with on-chain data via the Bankless API using the Model Context Protocol.

Mssql

Bridges AI assistants to Microsoft SQL Server databases for querying and exploration.

IMessage Query

Provides safe access to your iMessage database through the Model Context Protocol (MCP).

Ollama

Integrates Ollama's local large language models into Model Context Protocol-powered applications.

Airtable

Connects AI applications to Airtable for seamless data access and management via Anthropic's Model Context Protocol (MCP).

Alphavantage

Provides an MCP server for accessing stock market data from the Alphavantage API.

FL Studio

Connects Claude to FL Studio, enabling AI-driven music creation within the DAW.

Chotu Robo

Integrates Arduino-based robotics with AI using the MCP framework from Claude AI.

Unifai SDK

Enables Javascript/Typescript developers to build and integrate AI agents and dynamic tools within the Unifai platform.

Zaturn

Analyze data and gain insights by connecting to various data sources and running SQL queries using an AI-powered data analysis/BI tool.

Ros2

Enables AI assistants to control robots via ROS 2 topics using the Model Context Protocol.

OpenMemory

Enables Claude to remember conversations and learn from them over time through a standalone MCP server.

Masquerade

Provides a privacy firewall for large language models, automatically detecting and redacting sensitive information from PDF documents before processing.

Academia

Automate scientific research workflows by providing tools to search, fetch, analyze, and report on academic papers and datasets.

Disco Connectors

Provides pre-built, production-ready connectors for popular SaaS tools, facilitating their integration with AI applications via the Model Context Protocol.

EnergyPlus

Provides a standardized interface for AI assistants and applications to interact programmatically with EnergyPlus building energy simulation models.

Gentleman Book

Provides AI assistants direct access to 18 chapters of software architecture knowledge from the Gentleman Programming Book via the Model Context Protocol.

Vesta

Engage with a multi-backend AI chat application running diverse models locally on Apple Silicon macOS devices.