Data Science & ML MCP Servers

Fred

Accesses and retrieves economic data series from the Federal Reserve Economic Data (FRED) API.

Mlflow Natural Language Interface

Enables querying and managing MLflow tracking servers using natural language via the Model Context Protocol (MCP).

Formula One

Provides access to Formula One data and statistics using the FastF1 Python library through a Model Context Protocol (MCP) interface.

UniProt

Accesses protein function and sequence information directly from UniProt.

Deep Research

Orchestrates AI agents for automated research tasks using a multi-agent framework.

Sqlite Literature Management

Organizes and manages various sources, such as papers, books, and webpages, integrating them with knowledge graphs.

Sqlite

Exposes a SQLite database as an MCP server with table schemas, read-only SQL query capabilities, and prompt templates for data analysis.

Google Earth Engine

Enables natural language querying of Google Earth Engine datasets, task execution, and visualization within chat interfaces.

Opengov

Enables Claude Desktop to access and analyze open datasets from Socrata-powered government data portals.

Materials Project

Enables AI models to query and retrieve comprehensive materials science data from the Materials Project database via a Model Context Protocol server.

AITable

Facilitates AI agents in connecting with and manipulating AITable datasheets.

Mode Manager

Provides persistent memory and instruction management for VS Code's GitHub Copilot, ensuring it remembers user preferences and context across conversations.

Vibe Workspace

Streamlines development workflows by providing consistent environments, tooling configurations, and coding patterns for modern AI Agentic coding across multiple repositories.

GnomAD

Provides access to the gnomAD GraphQL API for AI assistants.

BMAD

Orchestrates multi-agent workflows and intelligent task management for software development, integrating with OpenRouter and cross-IDE environments.

Alibaba Cloud API

Integrates tens of thousands of Alibaba Cloud OpenAPI services directly into AI applications and workflows through the Model Context Protocol (MCP).

Crawleo

Enables AI assistants to access real-time web data and perform deep content extraction through native tool integration.

Droit Français

Provides a unified interface to query public French legal APIs, including Légifrance for legislation and JudiLibre for jurisprudence, enabling enhanced large language model interactions.

Snow Leopard BigQuery

Enables AI agents to interact with Google BigQuery databases via natural language queries and schema exploration.

Srclight

Indexes code deeply to provide AI agents with precise, structured lookups, drastically reducing orientation time and enhancing code understanding.