Data Science & ML MCP Servers

Catalogue of Life — global taxonomic index of known species (~2.2M accepted names)

MCP server for Catastro (Dirección General del Catastro) - Spanish Land Registry

California Data Exchange Center (CDEC) hydrology, reservoirs, snow water

MCP Server for CDISC Library API - Clinical Data Standards Access

CelesTrak MCP — satellite orbital elements (TLE / GP data) for any tracked object.

Unofficial MCP server for the SIB Cellosaurus resource.

MCP server for AI-powered Cellpose cell segmentation via Model Context Protocol

U.S. Census Bureau MCP server for accessing census data and statistics.

Census Trade MCP — US Census Bureau International Trade data

MCP server for CFAST (Fire and Smoke Transport), built on top of PyCFAST.

CFPB MCP — Consumer Financial Protection Bureau complaint database (free, no auth)

MCP server for data preparation and transformation — parse CSV/JSON, clean datasets, compute aggregations, detect outliers, pivot tables

ChatSpatial: Natural language-driven spatial transcriptomics analysis via Model Context Protocol (MCP) integration

ChEMBL drug discovery DB — molecules, targets, activities (EBI)

MCP server exposing Chile's open government dataset portal (datos.gob.cl / CKAN API v3)

MCP server that connects AI coding tools to UCSF ChimeraX for natural-language protein editing

This is a chinese-fortun on the Model Context Protocol (MCP).

MCP server for US civic & property data — geocoding, census tracts, Opportunity Zones, ACS demographics, and FEMA flood zones, sourced

Cleveland Museum of Art Open Access API (~63k artworks, many CC0)

Climate & Energy Feeds MCP.

Climatiq MCP — carbon footprint calculator with emission factors