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.
MCP server for running ngspice simulations via spicelib
MCP server exposing Google's Stim quantum stabilizer circuit library as LLM tools
MCP server for Subindex — generate, validate, and fact-check research tables with AI
MCP Server for Swiss cultural heritage data — SIK-ISEA, Nationalmuseum, Nationalbibliothek
MCP server for Swiss intellectual property data (trademarks, patents, SPC) via the IGE/IPI Swissreg API
MCP Server for Swiss Federal Statistical Office (BFS) data via STAT-TAB PxWeb API
MCP server for Techtenstein PDF Extract API. Fast PDF text + tables via Claude, Cline, and Cursor.
Unified LOINC / SNOMED / RxNorm / ICD-10 MCP server
MCP server for SEC, BLS, and US Census data — give your AI assistant native access to financials, labor market stats, and demographics
Tru8 Evidence Research MCP server — structured evidence research tools for AI agents
MCP Server for Taiwan Company Registry — AI-callable tools for querying GCIS open data via Model Context Protocol
MCP server for Ukrainian language checking and authentic-rendering lookup. Wraps the public ukr.vitalinguist.com API as Model Context Protocol tools — install in Claude Desktop / Cursor / Cline / Windsurf / Continue and your AI can check grammar, detect surzhyk, and find natural Ukrainian phrasings on demand.
Model Context Protocol (MCP) server for UNESCO UIS data.
MCP server for the Unpaywall API — open-access availability for 120M+ scholarly articles
MCP Server for Utsunomiya Open Data
Local-first memory governance for AI agents: shared, reviewable, auditable memory via SQLite and MCP.
MCP server exposing principled social-choice aggregation rules (Borda, Copeland, Condorcet, approval, STV, opinion pool), with a reproducible benchmark measuring their accuracy vs majority vote over an LLM ensemble.
MCP server for the Workplace Gender Equality Agency (WGEA) public data file. Plain-English access to per-employer workforce composition, gender-equality policy answers, parental leave, flexible work, and harm-prevention data — every WGEA-reporting employer in Australia, every year, with fuzzy employer-name search and a CC-BY 3.0 AU attribution contract.
Official Python SDK for the World Monitor global-intelligence API — country briefs, risk scores, conflict/cyber/market/news feeds, and MCP tools without writing an HTTP integration.
MCP-Server für WSL/EnviDat – Umweltforschungs- und Monitoringdaten der Eidg. Forschungsanstalt für Wald, Schnee und Landschaft
AI Data Analysis MCP & Studio
MCP server for querying the Swiss Zefix company register (Handelsregister)
MCP server for education statistics of the Canton and City of Zurich (BISTA)
A clean, one-to-one MCP server for the Zotero API, just the API