Databutler Facts
Official thresholds, rates and fees by key, with source, verified date and signature.
Connector by physics-star-cat · GitHub account verified by the MCP Registry
Chalk Labs
Need help deploying Databutler Facts?
Chalk Labs sets up agents like this inside real teams: connected to your tools, tested on your data, with a human in the loop where it matters.
Install
Works with Claude Code, VS Code, Cursor, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install connector/physics-star-cat-databutler-facts
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
Remote endpoint
https://databutler.dev/api/mcp/factsRemote (HTTP)
Get the weekly diff
The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.
About
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.
- Tools
- 18 read · 5 write · 0 delete · 17 not yet classified
- Secrets
- None asked for
- Install scripts
- Nothing to install (hosted)
- Runs as
- Hosted (remote endpoint)
Tools by what they do 40
Read from the source code; the running server may list different tools.
Read 18 · Look things up without changing anything.
de_rates_lookupdescriptive_statsdistributioneu_safety_gate_recallsexam_spec_lookupfr_recalls_for_modelfr_recalls_searchget_factjp_living_costs_lookupjp_recalls_for_modeljp_vehicle_costs_lookupsupport_status
Show 6 more tools
uk_mot_vehicle_searchuk_rates_lookupuk_recalls_for_modeluk_recalls_searchuk_vehicle_rules_lookupus_rates_lookup
Write 5 · Create, change, send or run things.
bayes_updatecallhypothesis_testresolve_facttake_home_pay
Not yet classified 17 · We could not tell from the name and description.
calendar_factscatalogueconfidence_intervalcoveragedomain_provenanceexam_paper_indexexam_topic_paperjp_complaints_summarylinear_regressionnext_holidaypackage_provenancepolicy_rate
Show 5 more tools
support_timelineuk_exam_datesuk_gov_processuk_mot_reliabilitywhat_changed_since
Network hosts it talks to 1
databutler.dev· found in remote endpoint, install command
Tools (40)
Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].
bayes_updateBayesian updateDiscrete Bayesian update: given competing hypotheses each with a prior and the likelihood of the observed evidence, return normalised posteriors. Priors are renormalised to sum to 1.
calendar_factsCalendar facts lookupDescription is built at runtime.
callCall any toolDescription is built at runtime.
catalogueTool catalogueDescription is built at runtime.
confidence_intervalConfidence intervalConfidence interval for a mean (t-based; from data, or n/mean/sd) or a proportion (Wilson; successes/n). kind = mean | proportion; confidence default 0.95.
coverageCoverageDescription is built at runtime.
de_rates_lookupGerman rates lookupDescription is built at runtime.
descriptive_statsDescriptive statisticsSummary statistics for a numeric array: mean, median, sd, variance, quartiles, IQR, skewness, min/max.
distributionProbability distributionEvaluate a probability distribution (normal, t, chi2, binomial, poisson): pdf/pmf and cdf at a value, and/or the quantile at a probability, plus mean & variance. Params per dist: normal {mean,sd}, t {df}, chi2 {df}, binomial {n,p}, poisson {lambda}.
domain_provenanceDomain provenanceWho runs this domain? Live RDAP lookup: registration date and age, registrar, nameservers, status, whether the registrant is redacted, plus a typosquat check (edit-distance / brand-substring) against high-value brands. A very recently registered domain resembling a bank or big brand is a classic phishing signal — but report it as a signal, not a conclusion.
eu_safety_gate_recallsEU Safety Gate recalls (stub)STUB — not yet live. EU Safety Gate (RAPEX) vehicle alerts are being added; until then this returns covered:false with the official Safety Gate URL and points to fr_recalls_* (RappelConso republishes the Safety Gate automobile alerts that concern France).
exam_paper_indexExam past-paper indexOfficial past-paper archive links per spec (links to the board's own assessment-resources page — papers are board copyright, so no hosted PDFs).
exam_spec_lookupExam spec lookupUK exam specification metadata: spec codes, paper structure (count, duration, marks, calculator rules, tiers), topic lists per paper, official spec links.
exam_topic_paperExam topic → paperDescription is built at runtime.
fr_recalls_for_modelFrench recalls for a modelDescription is built at runtime.
Show 25 more tools
fr_recalls_searchFrench recalls searchKeyword search across all RappelConso automobile fiches (brand, model text, label, defect description, risks), newest first, optionally since a date. Text is French and lowercase ("airbag", "incendie", "takata", "batterie haute tension"). Use for cross-brand questions ("recent EV battery fire recalls in France").
get_factGet a verified factDescription is built at runtime.
hypothesis_testHypothesis testRun a significance test and get the statistic, p-value, and a plain-language interpretation with assumptions. test = one-sample-t {data, mu0}, two-sample-t {data1, data2}, one-proportion-z {successes, n, p0}, two-proportion-z {successes1,n1,successes2,n2}, chi2-gof {observed, expected?}, chi2-independence {table}. Optional tail: two-sided (default) | greater | less; alpha default 0.05.
jp_complaints_summaryJapanese owner complaints summaryDescription is built at runtime.
jp_living_costs_lookupJapan daily-life official figuresDescription is built at runtime.
jp_recalls_for_modelJapanese recalls for a modelDescription is built at runtime.
jp_vehicle_costs_lookupJapan vehicle statutory costsJapan vehicle statutory costs (車検 法定費用 and annual car taxes), verified against the official pages, by category: weight-tax (自動車重量税 at continuing inspection 2026-05-01 – 2028-04-30: registered passenger cars per 0.5 t for eco, standard, 13-year and 18-year rates, 2-year and 1-year, the full 2-year table to 3 t, kei flat amounts, the 13/18-year counting rules), weight-tax-eco (エコカー減税 period, new-registration bands, first-inspection exemption), cali (自賠責保険 for private passenger and kei cars: 12/24/25/36/37 months for policies starting before 2026-11-01, and 12/24/36 months from 2026-11-01 as keys…
linear_regressionLinear regressionSimple linear regression of y on x: slope, intercept, r, r², slope std error and p-value, equation.
next_holidayNext public holidayDescription is built at runtime.
package_provenancePackage provenanceWho publishes this package, and is it a typosquat? Live npm or PyPI lookup: first-publish date and age, release count, latest version, maintainers/author, linked repo, plus a typosquat check against popular package names. Use when an agent is about to install or recommend an unfamiliar dependency.
policy_rateCentral-bank policy rateCurrent policy rate of one of three central banks, as published on the bank's own page: boe = Bank of England Bank Rate; fed = US Federal Reserve federal funds target range (lower and upper bound); ecb = European Central Bank deposit facility, main refinancing operations and marginal lending facility rates. Returns the figure(s) in % per annum, effectiveFrom, decisionDate and the meeting that set the level, the previous level with its effective date, the latest decision (which may be a hold), the next scheduled decision date, the official source page, the decision press release and verifiedDat…
resolve_factFind the key for a factRanked canonical fact keys for a plain-language question or a guessed key — "NI primary threshold", "ECB deposit rate", "passport renewal fee" — each with label, unit, period and verification date, and the full record of the top match when it is unambiguous. The keys feed `get_fact`. Filter by `namespace` (`uk`, `us`, `de`, `eu`).
support_statusSoftware support statusDescription is built at runtime.
support_timelineSoftware support timelineDescription is built at runtime.
take_home_payTake-home payDescription is built at runtime.
uk_exam_datesUK exam datesDescription is built at runtime.
uk_gov_processUK government service steps & feesDescription is built at runtime.
uk_mot_reliabilityUK MOT reliabilityReal UK MOT failure data for a used car: per-category failure rates (overall and interpolated at a given mileage) and the riskiest components with typical failure mileages, for one model generation. Live proxy to whatbreaks.uk (same operator; aggregated from DfT anonymised MOT results). Use when a user is buying, comparing or maintaining a car sold in the UK. If several generations match, the result lists candidates — retry with year or the exact model name.
uk_mot_vehicle_searchUK MOT vehicle searchSearch the 530 UK model generations covered by the MOT dataset by free text (e.g. "focus", "golf"). Use to check coverage or disambiguate a generation before uk_mot_reliability. Live proxy to whatbreaks.uk.
uk_rates_lookupUK rates lookupDescription is built at runtime.
uk_recalls_for_modelUK recalls for a modelDescription is built at runtime.
uk_recalls_searchUK recalls searchKeyword search across all served DVSA recalls (make, model names, concern, defect and remedy text), newest first, optionally since a date. Text is English ("airbag", "fire", "steering rack", "takata", "high voltage battery"); every word must appear. Suited to cross-make questions such as recent EV battery fire recalls in the UK.
uk_vehicle_rules_lookupUK vehicle tax (VED) & MOT rulesDescription is built at runtime.
us_rates_lookupUS federal rates lookupDescription is built at runtime.
what_changed_sinceWhat changed sinceDescription is built at runtime.
Signals
- Stars
- 0
- Forks
- 0
- Open issues
- 18
- Last commit
- Oct 16, 2026 (14 days ago)
- Last release
- Oct 13, 2026 (17 days ago)
From GitHub (fetched Oct 24, 2026).
Details
- Registry name
io.github.physics-star-cat/databutler-facts- Version
- 1.0.0
- Auth
- Auth not stated
- License
- License unknown
- Repository
- github.com/physics-star-cat/databutler
- Website
- databutler.dev/api
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
More from physics-star-cat
- 0.578score
Databutler Jp Living Costs
physics-star-cat
Japan minimum wage by prefecture, 協会けんぽ rates, pensions, benefits, holidays, tax figures, sourced.
ConnectorAFreshness: ARemoteClaude Code +3 - 0.578score
Databutler Jp Vehicle Costs
physics-star-cat
Japan 車検 statutory costs: weight tax, 自賠責, inspection fees, 自動車税 and 軽自動車税, sourced.
ConnectorAFreshness: ARemoteClaude Code +3 - 0.577score
Databutler Policy Rates
physics-star-cat
Bank of England, Fed and ECB policy rates, read from the banks' own pages, with dates.
ConnectorAFreshness: ARemoteClaude Code +3 - 0.577score
Databutler
physics-star-cat
Verified facts for AI agents: rates, exams, recalls, holidays, and what changed since your cutoff.
ConnectorAFreshness: ARemoteClaude Code +3 - 0.577score
Databutler Calendar
physics-star-cat
Public holidays (UK, US, DE, FR), tax-year dates and DST switches for 2026-2028.
ConnectorAFreshness: ARemoteClaude Code +3 - 0.577score
Databutler De Rates
physics-star-cat
German 2026 tax and social-insurance thresholds, minimum wage and allowances, sourced.
ConnectorAFreshness: ARemoteClaude Code +3
Done for you
Rather not set it up yourself?
Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.
See how we build AI agents →Read the case studies
Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.
- launches shipped
- 50+
- launches shipped
- media placements
- 500+
- media placements
- founders on every account
- 2
- founders on every account
Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block
Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.
Get Databutler Facts running in your business
Tell us what you want to automate. A founder replies within one working day with a plan, not a pitch deck.
Cite this page
Databutler Facts MCP server. Agent Mart. https://agentmart.dev/connectors/physics-star-cat-databutler-facts (last updated 2026-10-24)