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 downloading academic papers from multiple sources
MCP server for Philippine civic data: PSGC, infra spending accountability, PSA economy (inflation, labor, poverty, population), one-call area profiles, earthquakes, weather, typhoons, procurement, solar/climate, air quality, vegetation
Open-source Model Context Protocol server for process mining, wrapping PM4Py behind a small handle-based tool surface.
FastMCP-based protein data access tools for bioinformatics research
FastMCP server for Semantic Scholar with OpenAlex enrichment and docling PDF conversion
Secure MCP server for accessing Quilt data with IAM or JWT authentication
MCP server for REDCap (Research Electronic Data Capture)
Argentine legal research MCP server for SAIJ (Sistema Argentino de Información Jurídica). Search court decisions, federal and provincial legislation, legal summaries, and doctrine. Find precedents by topic, court, date, or full-text query across Argentina's official legal database.
Model Context Protocol server for Semantic Scholar API
MCP server for Swiss labor market data (SECO/AMSTAT) – Arbeitsmarkt & Stellensuche
MCP Server for Swiss Cultural Heritage Data (BAK) — ISOS, Cultural Prizes, Living Traditions
MCP Server for Swiss Federal Food Safety and Veterinary Office (BLV) open data — no auth required
Knowledge graph + MCP tool server for LLM agents — 3rd-gen retrieval, graph-aware multi-turn exploration, structured data tools, DB→ontology one-liner.
UK due diligence MCP server — Companies House, Charity Commission, HMLR, Gazette, HMRC VAT
Unified MCP server for multi-source academic literature retrieval
MCP server for Kenya water stress and drought intelligence
LangSmith MCP Server - TypeScript implementation
BIOS MCP server — train and deploy AI models from MCP-compatible automation clients
Thin MCP client for the mcp-content pipeline: researches a keyword and writes one ICP-aligned article. Scrapes locally through MCP Scraper; all generation (prompts + models) runs on a private access-gated server.
Mock Hex notebook MCP (alasql) over REAL data: cohort retention computed from UCI Online Retail II (cohort_retention) + projects.
Model Context Protocol server for Brazilian public data lookup (CNPJ companies and CEP postal codes) with intelligent web search and sequential thinking
MCP server exposing NACE Rev. 2.1 economic activity classification codes
MCP server for accessing statistical data via the PxWeb API v2
Unified MCP server for Nordic data: company registries (DK/NO/FI), addresses, weather, and energy prices