Data Science & ML MCP Servers for Perplexity

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

AI-native commercial disruption intelligence for MCP clients and x402-powered agents.

Deterministic engineering solvers: biquad filter design, room eigenmodes, LLM VRAM fit.

GPU-accelerated MCP server: symbolic algebra, numerical computing, FFT, optimization, linear algebra

Build, compile, run and export FlagQuantum circuits locally. No credentials or outbound network.

Search 474 validated startup gaps by industry, role, or keyword. Works offline.

Mock Hex notebook MCP (alasql) over REAL data: cohort retention computed from UCI Online Retail II (cohort_retention) + projects.

Swedish municipality statistics from Kolada API. 6000+ KPIs for all 290 municipalities.

Search and map the Pentagon UAP/UFO releases plus curated official archives from 12 nations.

MCP server integrating Google DeepMind's AlphaGenome for AI-powered genomic variant analysis with Claude Desktop

US civic & property data: geocoding, census tracts, Opportunity Zones, FEMA flood zones.

A local MCP server for the Korean government procurement (Narajangteo) pre-specification information Open API.

MCP server for Norwegian company registry (Brønnøysundregistrene / Enhetsregisteret)

MCP server for Korean National Assembly Open API (open.assembly.go.kr) — bills, members, votes, committee composition, pending bills

MCP server for Africa API — access data on all 54 African countries through Claude

Stdio MCP proxy for the hosted Langclaw CROO Agent.

Inspect local GGUF/safetensors models: quantization, params, VRAM fit — headers only.

Read-only MCP server for searching Japan government procurement bid information from the KKJ portal.

IBM Quantum OpenQASM 2.0 MCP — list backends, submit QASM, poll jobs, get histograms.

11 company intelligence tools — financials, tech stack, competitors, patents, jobs, news. Free.

MCP server for EPANET water-distribution network simulation and scenario analysis.