Data Science & ML MCP Servers

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.

Ai Incident Law npm
A
ai-incident-law

MCP server and static dataset for the AI Incident Law public-record corpus: AI-related litigation, regulatory action, tribunal records, and review-queue matters. Anchored to EveryAILaw obligations for cross-graph queries.

Data Science & ML Score 99/100 0 findings 123/wk Cap. Minimal
Tarotoo npm
A
tarotoo-mcp-server

MCP server exposing the Tarotoo tarot card meanings dataset (78 cards, Rider-Waite-Smith) to AI assistants

Data Science & ML Score 99/100 0 findings 122/wk Cap. Minimal
Sgdata npm
A
@altronis/sgdata-mcp

Comprehensive Singapore government data MCP server — ACRA, HDB, URA, Singstat, MOM, IRAS, and more. Built by Altronis.

Data Science & ML Score 99/100 0 findings 113/wk Cap. Minimal
Humanforai npm
A
humanforai

MCP server for Human For AI — hire a real human operator for tasks that need physical presence, human perception, or human judgment: real-world verification, product testing, AI output review, data collection, and local errands. Free during the pilot.

Data Science & ML Score 99/100 0 findings 104/wk Cap. Minimal
Atom npm
A
atom-mcp-server

ATOM Inference Price Index — AI pricing intelligence for agents and developers. 1,600+ SKUs, 40+ vendors, 14 AIPI indexes, 8 tools.

Data Science & ML Score 99/100 0 findings 103/wk Cap. Minimal
Atlasprzetargow npm
A
@atlasprzetargow/mcp

MCP server for Atlas Przetargów — search and analyze Polish public tenders (BZP + TED) from any AI client (Claude Desktop, Cursor, Continue).

Data Science & ML Score 99/100 0 findings 102/wk Cap. Minimal
Mimic Ai npm
A
@miapre/mimic-ai

Mimic AI: MCP server that builds production-ready Figma using your design system

Data Science & ML Score 99/100 0 findings 99/wk Cap. Minimal
Zambian Law npm
A
@ansvar/zambian-law-mcp

Zambia law database -- legislation from zambialii.org with full-text search, definitions, and EU cross-references

Data Science & ML Score 99/100 0 findings 95/wk Cap. Minimal
India Reg npm
A
india-reg-mcp

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

Data Science & ML Score 99/100 0 findings 91/wk Cap. Minimal
Floodwise npm
A
floodwise

Verified England flood-risk-by-postcode lookups for AI agents — official Environment Agency data, not guesses.

Data Science & ML Score 99/100 0 findings 85/wk Cap. Minimal
Thailand Data npm
A
thailand-data-mcp

MCP server for Thailand data: DBD company registry lookup, Thai address normalization, holidays, and VAT/WHT reference

Data Science & ML Score 99/100 0 findings 84/wk Cap. Minimal
Semanticscholar 3 implementations
A
best: @xbghc/semanticscholar-mcp

Semantic Scholar MCP server for academic paper search

Data Science & ML Best score 99/100 0 findings 83/wk Cap. Minimal
Forge npm
A
@rightnow/forge-mcp-server

MCP server for Forge GPU kernel optimization — generate and optimize Triton/CUDA kernels on real H100/A100 GPUs from any AI coding agent

Data Science & ML Score 99/100 0 findings 82/wk Cap. Minimal
Stat Ee npm
A
@pipeworx/mcp-stat-ee

Statistics Estonia (andmed.stat.ee) PxWeb MCP. Keyless.

Data Science & ML Score 99/100 0 findings 80/wk Cap. Minimal
Socialapis npm
A
@socialapis/mcp

MCP server and client for SocialAPIs - Access social media data in Claude, Cursor, and any MCP-compatible tool

Data Science & ML Score 99/100 0 findings 79/wk Cap. Minimal
Udir npm
A
@nor-data/udir-mcp

MCP server exposing Norway's national school (NSR) and kindergarten (NBR) registries from UDIR — search by municipality and fetch full detail with coordinates, pupil counts and ownership.

Data Science & ML Score 99/100 0 findings 75/wk Cap. Minimal
Statfin npm
A
@nor-data/statfin-mcp

MCP server for official statistics from Statistics Finland (Tilastokeskus) StatFin database via the PxWeb API: search 3000+ tables, read table metadata and fetch data as JSON-stat2. No API key required.

Data Science & ML Score 99/100 0 findings 74/wk Cap. Minimal
Gaff Check npm
A
gaff-check

MCP server exposing Ireland's public property datasets (planning, sold prices, flood, radon, zoning, BER context) as tools for AI agents.

Data Science & ML Score 99/100 0 findings 73/wk Cap. Minimal
Rendex npm
A
@copperline/rendex-mcp

MCP server for Rendex: render HTML, Markdown, or URLs to images or PDF, apply Mustache data templating, and extract clean reader-mode content, all from AI agents

Data Science & ML Score 99/100 0 findings 73/wk Cap. Minimal
Sleeper npm
A
sleeper-mcp

MCP Server for Sleeper Fantasy Football API - AI-powered fantasy football analysis with Claude integration

Data Science & ML Score 99/100 0 findings 71/wk Cap. Minimal
Simulatte Io npm
A
@simulatte-io/mcp-server

Simulatte MCP server — invoke synthetic research studies from any MCP-compatible AI client.

Data Science & ML Score 99/100 0 findings 70/wk Cap. Minimal
Ephemeris 2 implementations
A
best: @cosmosos/mcp-ephemeris

MCP server exposing server-computed planetary positions (Swiss Ephemeris), validated against JPL Horizons (NASA). Plug any LLM/agent into the real sky: 19 astrology tools, never hallucinated.

Data Science & ML Best score 99/100 0 findings 68/wk Cap. Minimal
Humansurvey npm
A
humansurvey-mcp

MCP server for HumanSurvey — let AI agents collect structured feedback from groups of people

Data Science & ML Score 99/100 0 findings 66/wk Cap. Minimal
Thenexusintel npm
A
@thenexusintel/mcp

MCP server for The Nexus: U.S. government primary-source records (courts, SEC/EDGAR, OFAC, FEC, lobbying, DOJ, FDA), fact-checks with citations, news search, and corruption/fraud/PRC trackers, for AI agents.

Data Science & ML Score 99/100 0 findings 66/wk Cap. Minimal