Data Science & ML MCP Servers for VS Code

MCP server for data engineering: validation, transformation, visualization, and APIs.

MCP server for Korea's KOLAS (Korean Laboratory Accreditation Scheme) — search accredited calibration, testing, inspection, and

A Model Context Protocol (MCP) server that provides access to Medplum FHIR

MCP server for PolitiTrack — search political donations, donors, and lobbying data from any AI assistant

Aggregated public space data (satellite orbits, catalogs, launches) as an AI-friendly CLI

MCP server for Taiwan public data — real estate price registration, company registration checks, 165 anti-fraud, drug queries, government te

MCP server for xpath

MCP server for Mettler Toledo laboratory balances (MT-SICS): weigh, tare, zero, log drift, adjust.

MCP server adapter for Thermo Fisher Orbitrap mass spectrometers via the licensed Instrument API.

Build, run, inspect, and verify finite-element simulations with AgentFEM.

Educational MCP server with 17 math/stats tools, visualizations, and persistent workspace

MCP server for PalmSens potentiostats running MethodSCRIPT (EmStat Pico, EmStat4, Sensit, Nexus).

MCP server that exposes SymPy's symbolic mathematics functionality

MCP server that receives results from clinical/lab analyzers over ASTM E1381/E1394 (CLSI LIS1/LIS2).

MCP server for exploring and analyzing CSV files with streaming support

Natural language interface for biological activities analysis with decoupler through MCP.

Agent toolchain for the DualSPHysics SPH solver: case creation, runs, post-processing, validation.

AI-native data analysis skill. Connect Excel/CSV/MySQL/PostgreSQL, understand business semantics, query with natural language.

Math Solver Ai MCP Server by MEOK AI Labs

Measured AI-inference-storage benchmarks with citations, article search, KV-cache ROI estimation.

Run end-to-end ML experiments from natural language (XGBoost, LightGBM, Optuna).