Data Science & ML MCP Servers

FastAPI Template

Accelerate development of production-grade API servers integrated with large language models, featuring structured logging, comprehensive testing, and an excellent developer experience.

Project Memory

Enables AI agents to persistently store and retrieve project information from a memory file.

HK Law

Accesses law and security related data in Hong Kong through a FastMCP interface.

KevoDB

Exposes KevoDB operations through a Multimodal Communication Protocol, enabling AI agents to interact with KevoDB using a standardized API.

LLDB

Provides LLDB debugging functionality for use with Claude or other AI assistants.

CFBD

Enables AI assistants to query comprehensive college football statistics and data from the College Football Data API.

Human Protein Atlas

Provides seamless programmatic access to Human Protein Atlas data, offering comprehensive information on protein expression, localization, and pathology.

Hot Topic

Fetches trending topics from various online platforms using the Model Context Protocol (MCP).

Art Institute of Chicago

Enables AI models to interact with the Art Institute of Chicago Collection through natural language, making artworks available as a Resource.

NIST NVD

Provides AI agents with comprehensive access to the NIST National Vulnerability Database (NVD) API for searching, retrieving, and analyzing vulnerability data.

Hko Weather

Provides access to Hong Kong Observatory weather data through a FastMCP interface.

Ephor

Facilitates collaborative AI agent interaction by allowing them to share and reflect on each other's responses to the same prompt.

Prometheus

Connects Large Language Models (LLMs) to the Prometheus HTTP API.

Postgres

Provides read-only access to PostgreSQL databases for Large Language Models, enabling schema inspection and query execution.

ClimateTriage

Searches for open source issues related to climate change and sustainability using the ClimateTriage API.

LDAP by CData

Enables querying of live LDAP data from large language models via a read-only Model Context Protocol (MCP) server.

Calculator

Provides arithmetic calculation capabilities to Large Language Models via the Model Context Protocol.

LunarCrush

Proxies the remote LunarCrush AI and market intelligence capabilities via a local stdio transport.

Formula One

Provides Formula One racing data, including event schedules, driver information, telemetry, and race results, through a Model Context Protocol (MCP) server.

Finbud Data

Provides convenient access to the Finbud Data REST API from server-side TypeScript or JavaScript.