MCP servers for data science, machine-learning workflows, notebooks, model training and inference. Each entry is scanned with the deterministic Capability-Flow Trust Model — grades are computed, never self-reported.
Science MCP — free science data APIs
An MCP (Model Context Protocol) server providing daily-use utility functions and academic paper search capabilities
Model Context Protocol (MCP) server for Apache Spark History Server with job comparison and analytics
MCP server for querying, retrieving, and reading arXiv papers
MCP server for browsing and searching arXiv papers by category
FastMCP server for verified academic citations via Europe PMC and Crossref
Code Ocean MCP Server
MCP server for Czech Statistical Office (ČSÚ) DataStat API
Research-data acquisition MCP — find and fetch datasets across archives, omics registries, and literature
MCP server for German law: federal legislation (NeuRIS), case law at all court levels (rechtsprechung-im-internet.de, Open Legal Data) and parliamentary documents (Bundestag DIP) - ELI/ECLI identifiers and verifiable citations.
MCP server for Dubai and UAE public APIs and business knowledge
MCP server for Spanish law: BOE legislation, Tribunal Constitucional, DGT tax rulings, TEAC doctrine, AEPD resolutions - verifiable citations.
MCP server for the Finnish Finlex open-data API (opendata.finlex.fi) — fetch consolidated statutes (Akoma Ntoso) with ELI identifiers and verifiable citations.
MCP server for GroundTruther — hire humans to complete real-world missions from your AI agent
MCP server for the Irish Statute Book (irishstatutebook.ie) — ground Irish acts and SIs by year/number with ELI identifiers and verifiable citations.
MCP server for Infinihash KYT — real-time blockchain transaction monitoring, sanctions screening, and SAR generation
Control NVIDIA Isaac Sim robotics simulator through MCP -- 41 tools for scene management, robot control, sensors, and simulation
Model Context Protocol server for accessing Italian National Statistical Institute (ISTAT) data
A full-featured MCP server wrapping the Kaggle API — 52 tools across competitions, datasets, kernels, models, benchmarks, and discussions
MCP server for Zotero integration - search, retrieve, and extract PDF text from your Zotero library
A Model Context Protocol (MCP) server that integrates with ModelScope's ecosystem.
MCP server for the Dutch consolidated legislation BWB (KOOP SRU) — fetch acts in force on a date with persistent identifiers and verifiable citations.
MCP server for searching European Nucleotide Archive (ENA) datasets. Find RNA-seq studies, retrieve metadata, and discover related publications to validate research hypotheses.
MCP server for searching, downloading, and analyzing datasets from Ontario open data portals (Ontario, Toronto, Ottawa, Waterloo, Kitchener, Region of Waterloo)