Data Science & ML MCP Servers for OpenAI Agents SDK

3D printing filament and materials knowledge MCP server

MCP for Ultralytics Platform workflows, datasets, training, prediction, and model operations.

MCP server for Galaxy bioinformatics platform - connect, execute tools, and manage workflows

No-key MCP server for steel equilibrium, TTT/CCT kinetics, phase-boundary and measured-data tools.

MCP server for Weights & Biases: profile, projects, runs. Needs a free API key.

Identify integer sequences by terms, search the OEIS, read formulas, programs, b-files, cross-refs.

Clean messy CSVs: an LLM picks the steps, tested code does the work. Data untouched by the model.

Verifiable science: units, GUM uncertainty, requirements with margins and provenance on every run.

MCP server for Ansys engineering simulations — CFD, FEA, meshing, and post-processing. 24 tools.

MCP server for conducting dynamic, conversational surveys with structured data collection.

MCP server for the Irish Statute Book: acts and SIs with verifiable ELI citations.

Local MCP server for the Narajangteo Bid Award Information Open API

Control ParaView through arbitrary Python code

Search, lookup, map, and navigate OMOP medical vocabularies via AI agents

MCP server wrapping SageMath's full computer algebra system — 10 symbolic-math tools for LLMs.

Design transformer LLM architectures and report their parameters, FLOPs, memory and cost

MCP server for Dataiku DSS project, flow, and operations APIs.

MCP server for Global Fishing Watch data — vessel search, events, fishing hours, and region lookups

A local MCP server wrapping the Korea public procurement bid announcement service Open API (data.go.kr)

Automated time series forecasting with model search, anomaly detection, and event risk analysis

Production-grade MCP server for Israeli Government Open Data (data.gov.il) — TypeScript, typed CKAN client, OAuth 2.1, dual transport