Data Science & ML MCP Servers for DeepSeek Harness

Model Context Protocol server for the Relay scientific platform

Contribute, challenge, verify, and query contestable public records on Veritas Acta.

MCP server for CourtAPI — search and retrieve US federal court cases, dockets, claims, and documents via PACER

Radio-isotope production, activity and dose for charged-particle beams on stacked targets

Drive VMD for GROMACS/LAMMPS analysis + clathrate-hydrate cage science (needs a local VMD)

Stateful SageMath MCP server with 40 tools and a sandboxed Sage session per client.

MCP server for MLoop CLI - ML.NET MLOps tool

Drive FreeCAD from an agent: CAD modeling, drawings, FEM, CFD, EM, and multiphysics simulation.

MCP server providing access to Brazilian public data (CNPJ, CEP, banks, holidays, DDD, ISBN, economic rates, exchange rates, CVM brokers

Breeding-scheme simulation via AlphaSimR. Needs R, AlphaSimR and libtirpc-dev on the host.

Turn PyTorch into fast CUDA/Triton kernels on real datacenter GPUs with up to 14x speedup.

Exact arithmetic for AI agents. Two independent engines cross-check every result.

MCP server for German legal research

MCP server for Réunion open data (data.regionreunion.com)

Comprehensive Model Context Protocol server with 52 statistical analysis tools for Claude Desktop and Claude web, featuring HTTP transport

MCP server for Gramps Web genealogy API

MCP server for Indian financial regulations — RBI & SEBI circulars, master directions, notifications. Searchable, cited, no API keys.

Local MCP server wrapping the Narajangteo User Information Service Open API (data.go.kr public data portal)

AI compass from private sector to federal career — USAJobs search, salary, KSA

MCP server for Human For AI — hire a real human operator for tasks that need physical presence, human perception, or human judgment

Phylogenetic inference via IQ-TREE 3 — never returns a topology without its support