Data Science & ML MCP Servers for Windsurf (legacy)

Public MCP server for StartMyCar vehicle data

MCP server for DECIMER image-to-SMILES chemical structure recognition

MCP server for Dubai and UAE public APIs and business knowledge

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 ML drift detection, MLflow registry diffing, and HMAC-gated model rollback

SQL over real-world data — FDA, SEC, blockchain, genomics, CVEs, and more. No config.

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

MCP server for HEC-RAS project interaction via ras-commander

Calculator, units, statistics for AI agents

US open solar data for agents: PVWatts production, tariffs & ROI, market data, forecasts. 18 tools.

Recommend paper-backed diagnostics for PyTorch and Hugging Face training problems.

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 querying the Swiss Zefix company register (Handelsregister)

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

MCP server for Baltamatica (北太天元) scientific computing engine

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