Data Science & ML MCP Servers for HTTP / API

Probabilistic time-series forecasts from zero-shot foundation models: routed, single or ensembled.

50+ pandas-powered tools for data loading, cleaning, visualization, and ML workflows

Query FDA data on drugs, food, devices, and recalls via openFDA. STDIO or Streamable HTTP.

Diagnoses, drugs & lab codes: ICD-11, LOINC, RxNorm, MeSH, ATC, CID-10. 33 tools, MIT.

AI agents build, train, and analyze BCI/EEG pipelines: data, models, experiments, live sessions.

Evaluate, simplify, and differentiate mathematical expressions.

Access FEC campaign finance data. Query data about candidates, money trails, and election filings.

LLM serving capacity planner: VRAM, KV cache, GPU topology, latency, and cost.

UK company data: profiles, iXBRL financials, directors, PSC chains, ECCTA. Hosted, no key.

JSON in. Chart or Page out. Same picture forever. Scientific plots included.

Can this LLM run on my GPU? VRAM, speed ceiling and what fits instead, for any model and GPU.

Deterministic MCP solver for real equation systems (<=6 vars), Krawczyk-certified.

Identify integer sequences by terms, search the OEIS, read formulas, programs, b-files, cross-refs.

Calibrated decisions for agents: choice, yes/no and score questions answered with probabilities.

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

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

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

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

Anglican liturgical calendar, lectionary and Daily Office (Book of Common Prayer) via Estêvão API

AI-callable calculators and engineering models with real formulas. No hallucinated math.

Educational MCP server with 17 math/stats tools, visualizations, and persistent workspace