18 servers published under physics-star-cat. 16 answered our last handshake, 2 did not, and between them they expose 50 tools.
18 servers 16 answering 2 not responding
Verified facts for AI agents: rates, exams, recalls, holidays, and what changed since your cutoff.
UK MOT failure data and official UK, French, Japanese and EU vehicle recalls.
Exact statistics & probability: distributions, hypothesis tests, CIs, Bayesian updates, regression.
UK exam-board spec data: which paper is a topic on, spec structures, past-paper links. Verified.
Official thresholds, rates and fees by key, with source, verified date and signature.
Live trust signals for domains & packages: age, registrar, typosquat resemblance.
Public holidays (UK, US, DE, FR), tax-year dates and DST switches for 2026-2028.
Is this version still supported? End-of-life dates for 14 runtimes and operating systems.
Current UK tax-year rates and thresholds, verified against gov.uk with source URLs and dates.
German 2026 tax and social-insurance thresholds, minimum wage and allowances, sourced.
Bank of England, Fed and ECB policy rates, read from the banks' own pages, with dates.
Take-home pay after tax and social contributions for nine countries, with tax year.
UK GCSE and A-level exam dates, results days, entry deadlines and spec changes.
UK government service fees, steps, processing times and recent changes, read from gov.uk.
UK vehicle tax (VED) bands, expensive-car supplement, EV rules and MOT fees, sourced.
US federal 2026 tax brackets, standard deductions, payroll and retirement limits, sourced.
Monte Carlo tools: three-point cost estimation and an educational retirement drawdown simulator.
Real UK MOT failure data by car model and mileage, aggregated from official DfT test results.