Data Science & ML MCP Servers for DeepSeek Harness

Industrial vibration analysis, bearing fault diagnosis, ISO 20816, and ML anomaly detection

MCP server for Quantinuum Nexus, wrapping the qnexus SDK. Not affiliated with Quantinuum.

MCP bridge to any SiLA 2 server (lab-automation standard).

Exact arithmetic: one calculator tool over an AST allowlist, with integers exact at any size.

Unified MCP server for ELT operations with Teradata, TTU, Airbyte, Airflow, and dbt

MCP server for LLM-driven SUMO traffic simulation, scenario design, and result analysis.

Query the AIHW in plain English — mortality, cancer, health spend, hospital wait times.

MCP server for Korean building register (건축물대장) data from MOLIT

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

Public MCP server for StartMyCar vehicle data

Saudi economic & social statistics (GASTAT/DataSaudi) in English or Arabic. Keyless, no database.

Real-time EEG: BrainFlow streaming, wall-clock replay, online DSP, recording, and stimulation.

Model Context Protocol server for Australian legislation and case law search.

MCP server for the NYC 311 Public API — city-services calendar, emergency/weather status alerts, and 311 service-request lookup

Run reproducible scientific workloads on GPUs, local compute, Slurm, and PBS with provenance.

MCP server for searching Prozorro tenders - Ukrainian government procurement data

Calculator, units, statistics for AI agents

MCP server for UK Parliament data — bills, votes, MPs, interests, debates, petitions

Cinema-quality science visualization for AI agents — headless VTK via MCP.

MCP server for Alliance of Genome Resources - access genomics data across model organisms

MCP server that lets AI agents work with AlmanacNotebook notebooks: list and create notebooks, add YouTube/text sources, generate notes