Skip to main content
Glama

Server Details

135 MCP tools: geo, email, phone, company, DNS, FX, equities, weather, tax, econ, intel — one key.

The last two health checks of this connector failed. If this server requires authentication, missing or expired test credentials may be the cause. A test profile lets Glama authenticate for health checks and discover tools; it is separate from your personal connections.

If you are the author, claim ownership, then add or update a test profile under Admin → Test Profile.

Status
Unhealthy
Uptime
0.0% over the last 24 hours
Last Tested
Transport
Streamable HTTP · MCP 2025-06-18
URL
ChatGPT
–
Claude
–

TDQS

B3.2/5.0

Scored across 129 tools

Disambiguation2/5

Multiple tools have genuinely blurry boundaries: company_change vs company_changes differ only by singular/plural yet serve different purposes, company_domain vs company_classify vs company_lookup_auto all accept a domain, geo_zip_lookup vs geo_enrich vs geo_zip_batch all return ZIP profiles, and email_validate subsumes much of email_disposable and email_free_provider. The domain prefixes help narrow search space, but within many domains an agent cannot reliably predict which tool is the right one.

Naming Consistency4/5

All 129 tools uniformly follow a snake_case [domain]_[topic] convention (company_, fx_, geo_, dns_, weather_, tax_), which is highly predictable and consistent. Minor deviations include the confusing company_change/company_changes pair, and inconsistent suffix usage (_batch appears on address_validate_batch, company_domains_batch, geo_zip_batch but not on equivalent lookup tools elsewhere).

Tool Count1/5

129 tools far exceeds the 50+ extreem-mismatch threshold, bundling roughly 28 unrelated data domains (weather, fx, tax, ccompany, dns, jobs, flight, email, phone, tax...) into a single MCP surface. Even focusing on one domain forces the agent to load an enormous unrelated tool list; this should be split into many smaller domain-specific servers.

Completeness4/5

Per-domain coverage is impressively thorough: weather spans current/forecast/hourly/historical/normals/marine/route/air-quality, fx covers rates/convert/historical/volatility/correlation/strenth, and company includes lookup/enrichment/networks/timeline/peer-comparison plus six buyer-tuned signals with profile-introspection tools. Minor gaps like flight being historical-only and smtp probes skipping major email providers are documented scope decisions rather than dead ends.

Available Tools

129 tools
address_enrichAddress EnrichmentA
Read-onlyIdempotent
Inspect

Validate a US address and return the full ZIP enrichment (demographics, risk, climate, nearest airport, hazards) in one call.

Inputs: address (required).

address_validateUS Address ValidationA
Read-onlyIdempotent
Inspect

Parse and validate a free-form US address: standardize street/unit/city/state/ZIP and cross-check the ZIP against the geo dataset for state and city consistency.

Inputs: address (required).

address_validate_batchAddress Validation BatchA
Read-onlyIdempotent
Inspect

Validate up to 50 US addresses in one request. Per-item errors are returned inline.

Inputs: items (required).

bin_lookupBIN / Card LookupA
Read-onlyIdempotent
Inspect

Identify the issuing bank, scheme (Visa / Mastercard / Amex / etc), card type (credit/debit/prepaid), and country behind a card BIN. Accepts a 6-8 digit BIN or a full PAN (Luhn-checked, never echoed). Returns scheme + card_type + brand + issuer_bank + country + risk_band. PCI-safe.

Inputs: card_or_bin (required), use_binlist_fallback.

calendar_business_days_addAdd US Business DaysB
Read-onlyIdempotent
Inspect

Add N business days to a date and return the resulting business day.

Inputs: date (required), days (required).

calendar_holidaysUS Federal HolidaysA
Read-onlyIdempotent
Inspect

List US federal holidays for a year, including observed dates per OPM rules.

Inputs: year.

calendar_is_business_dayIs US Business DayA
Read-onlyIdempotent
Inspect

Check whether a US date is a business day (weekday and not a federal holiday).

Inputs: date (required).

company_changeCompany Change SignalB
Read-onlyIdempotent
Inspect

SEC 8-K change-signal envelope for a public company. Pulls recent 8-K filings live from EDGAR, classifies item codes into change categories (M&A, leadership, restructuring, material agreement, financial, auditor, governance, disclosure), and returns a change-velocity score (0-100), dominant theme, and buyer-shaped action_hint tuned by buyer profile (sales_outreach, recruiter, investor_research, competitive_intel).

Inputs: limit, domain, ticker, window_days, +1 more.

company_changesCompany Change LogA
Read-onlyIdempotent
Inspect

Vendor / counterparty change monitoring. Returns time-ordered entity changes (status flips, parent acquisitions, renames) filtered by since-date, LEI, change_type, or country. Critical for continuous KYC and M&A monitoring.

Inputs: lei, page, since, domain, +3 more.

company_cikCompany by SEC CIKA
Read-onlyIdempotent
Inspect

Resolve a SEC EDGAR Central Index Key (CIK) to a unified company profile. Accepts CIK with or without leading zeros (320193 = 0000320193 = Apple).

Inputs: cik (required).

company_classifyCompany ClassifyB
Read-onlyIdempotent
Inspect

Classify a domain using the loaded curated company profile set.

Inputs: url (required).

company_domainCompany DomainB
Read-onlyIdempotent
Inspect

Return a company profile by domain. Demo mode allows selected sample domains.

Inputs: domain (required).

company_domains_batchCompany Domain BatchA
Read-onlyIdempotent
Inspect

Return multiple company profiles by domain in one bounded request. Demo mode allows selected sample domains.

Inputs: domains (required).

company_enrichCompany EnrichmentA
Read-onlyIdempotent
Inspect

One-call company enrichment: identity + DNS + tech stack + SEC filings (if public) + cyber risk score.

Inputs: domain (required).

company_industryCompany Industry SearchB
Read-onlyIdempotent
Inspect

Search loaded curated company profiles by industry, category, or description signals.

Inputs: industry (required).

company_insightsCompany Insights (everything)B
Read-onlyIdempotent
Inspect

Single-call mega-endpoint — subject profile + hierarchy + corporate-family network + lifecycle timeline + peer benchmark in one response. The 'everything we know' company call.

Inputs: lei, domain, ticker, include_peers, +6 more.

company_lookup_autoCompany Smart LookupA
Read-onlyIdempotent
Inspect

Auto-detect identifier type and route. Accepts LEI, CIK, domain, email, ticker, or exact name. Returns resolution.matched_on so caller can confirm what type was used.

Inputs: identifier (required).

company_lookup_batchCompany Batch Multi-Identifier LookupA
Read-onlyIdempotent
Inspect

Resolve up to 50 mixed identifiers (domain, LEI, ticker, name) in a single POST. Each result preserves the original input for join-back.

Inputs: identifiers (required).

company_networkCompany Corporate FamilyA
Read-onlyIdempotent
Inspect

Walk the GLEIF ultimate-parent hierarchy and return every entity sharing the same conglomerate root. Excludes pension/retirement trusts by default.

Inputs: lei, page, domain, per_page, +1 more.

company_nonprofit_einCompany Nonprofit EINA
Read-onlyIdempotent
Inspect

Return a nonprofit identity profile by EIN.

Inputs: ein (required).

company_peer_comparisonCompany Peer ComparisonA
Read-onlyIdempotent
Inspect

Benchmark a company against same-industry/same-country peers — employee distribution, jurisdiction mix, founding-decade histogram, and where the subject ranks within the peer set.

Inputs: lei, scope, domain, ticker.

company_registrationCompany Registration NumberA
Read-onlyIdempotent
Inspect

Resolve a registry-assigned registration number (Companies House, Delaware file number, Handelsregisternummer, etc.) to a company profile. Pass country= to disambiguate since regnums aren't globally unique.

Inputs: regnum (required), country, jurisdiction.

company_signalCompany Buyer SignalA
Read-onlyIdempotent
Inspect

Composite B2B buyer-signal score (0-100) for a company. Joins curated identity + live SEC EDGAR filings + DNS/DMARC + WHOIS + curated hiring signals into one explainable score tuned by buyer profile (enterprise_sales, smb_sales, investor_research, vendor_diligence). Returns overall score, tier, verdict, six sub-scores with notes, tech-stack hint, and SEC activity summary.

Inputs: domain, ticker, buyer_profile, include_filings.

company_statsCompany Stats AggregationsA
Read-onlyIdempotent
Inspect

Return aggregate counts across the 3.3M-entity registry — by country, jurisdiction, industry, entity_type, employee_range, decade founded, plus hierarchy/data-quality coverage. Filter the slice with country/jurisdiction/industry/naics.

Inputs: top_n, country, industry, naics_code, +1 more.

company_tickerCompany TickerC
Read-onlyIdempotent
Inspect

Return a loaded curated company profile by public ticker.

Inputs: ticker (required).

company_timelineCompany TimelineB
Read-onlyIdempotent
Inspect

Chronological lifecycle event list for any company — founding year, SEC former-name rebrand events, current status, parent disclosures.

Inputs: lei, domain, ticker.

compliance_signalCompliance Signal (Sanctions + Enforcement)A
Read-onlyIdempotent
Inspect

Compliance-status snapshot for a company: screens against Treasury OFAC SDN entries and SEC enforcement actions, and returns a 0-100 compliance score, tier, decision_hint (proceed / proceed_with_review / escalate / block_pending_review), and critical flags. Tuned by buyer profile (kyc_onboarding, vendor_diligence, regulated_industry, marketplace_listing). SCOPE: decision-support only — does not replace formal KYC or licensed sanctions screening.

Inputs: domain, ticker, company, buyer_profile.

counterparty_riskCounterparty Risk SnapshotA
Read-onlyIdempotent
Inspect

B2B counterparty-risk composite: should we extend terms to this company? Joins curated identity + live SEC EDGAR filings + DNS/DMARC + WHOIS into a risk-weighted 0-100 score (higher = lower risk), plus a tier and a decision_hint that maps to AR/AP actions (approve_net_30, approve_with_credit_check, require_prepayment, decline_pending_review). Supports four risk profiles for different underwriting postures.

Inputs: domain, ticker, risk_profile, include_filings.

cyber_riskCyber Risk SignalA
Read-onlyIdempotent
Inspect

DNS-hygiene + tech-stack-exposure surface for a domain. Returns a 0-100 cyber score (higher = lower risk) with six sub-scores (email security, DNS hardening, domain hygiene, infra exposure, tech-stack exposure, spoofability), critical flags, and concrete recommended actions. Tuned by buyer profile. SCOPE: inspects published DNS only — no port scans, breach lookups, or CVE matching.

Inputs: domain (required), buyer_profile.

dns_certificatesDomain Certificate HistoryA
Read-onlyIdempotent
Inspect

Recent SSL certificates from Certificate Transparency logs (crt.sh). Returns recent certs with issuer + expiry, plus the deduped subdomain list discovered across all CT entries. Useful for shadow-IT detection, sales-intel hostname discovery, and phishing-cert monitoring.

Inputs: domain (required), limit.

dns_compareDomain Comparison (Phishing/Typosquat Detection)A
Read-onlyIdempotent
Inspect

Compare a target domain against a reference for phishing / typosquatting / lookalike detection. Computes edit distance, apex/TLD diff, homoglyph substitution detection (0↔o, 1↔l, rn↔m). Flags is_likely_typosquat + is_likely_lookalike with drivers. Pure analytical comparison — no DNS query.

Inputs: target (required), reference (required).

dns_historyObserved DNS History (passive)A
Read-onlyIdempotent
Inspect

Snapshot-on-query passive-DNS view. Returns every (record_type, value) tuple seen for this domain during /dns/lookup calls, with first_seen + last_seen + observation_count. Useful for detecting when A records moved or recovering historical NS/MX values. Not a global feed — accumulates from when our users first resolve a domain.

Inputs: domain (required), record_type, limit_per_type.

dns_lookupDNS LookupB
Read-onlyIdempotent
Inspect

Resolve A, AAAA, MX, TXT, NS, CNAME, SOA, and CAA records for a domain.

Inputs: domain (required), types.

dns_profileDomain Full ProfileA
Read-onlyIdempotent
Inspect

Complete DNS + WHOIS + security + hosting + email-infrastructure + subdomain-probe + health-verdict picture in one call. Sales-intel and security-audit workflow.

Inputs: domain (required), skip_whois, skip_subdomains.

dns_reputationDomain Reputation ScoreA
Read-onlyIdempotent
Inspect

Composite 0-100 reputation score combining domain age, registrar tier, expiration window, security grade, NS diversity, and hosting tier. Returns band (high/moderate/low/suspect) + contributing factors. Designed for fraud-screening pipelines.

Inputs: domain (required).

dns_tlsLive TLS PostureA
Read-onlyIdempotent
Inspect

Open a TLS handshake on :443, capture the presented cert + protocol version + cipher, and grade the result A-F. Surfaces days-until-expiry, SAN list, self-signed detection, and findings like 'CBC-mode cipher in use'.

Inputs: domain (required), port.

dns_whoisDomain WHOISA
Read-onlyIdempotent
Inspect

Public WHOIS profile: registrar, creation date, expiration, name servers, age in years.

Inputs: domain (required).

email_disposableDisposable Email CheckA
Read-onlyIdempotent
Inspect

Test whether a domain belongs to the curated disposable-email-domain list.

Inputs: domain (required).

email_free_providerFree Email Provider CheckA
Read-onlyIdempotent
Inspect

Test whether a domain belongs to the curated free consumer-email-provider list.

Inputs: domain (required).

email_smtp_probeEmail SMTP RCPT ProbeA
Read-onlyIdempotent
Inspect

Live SMTP RCPT probe (HELO + MAIL FROM + RCPT TO; no DATA). Reports deliverability verdict (deliverable / catch_all / undeliverable / greylisted / inconclusive). Catch-all detection via random-fake-RCPT comparison. Skipped automatically for Gmail / Outlook / Yahoo / iCloud / Fastmail / ProtonMail. ~3-8s latency.

Inputs: email (required), check_catch_all.

email_validateEmail ValidationA
Read-onlyIdempotent
Inspect

Validate an email address: RFC syntax, MX lookup, disposable/free/role-account flags, typo correction, and a composite deliverability score. Demo mode is allowed; no live SMTP probe.

Inputs: email (required), check_dns.

equities_conceptSEC XBRL Concept HistoryA
Read-onlyIdempotent
Inspect

Full observation history for one XBRL concept (any us-gaap tag). Use for fields outside our 35-item headline catalog. Returns every observation across every reported unit, most-recent first.

Inputs: ticker (required), concept (required), include_segments.

equities_filingsRecent SEC FilingsA
Read-onlyIdempotent
Inspect

Live SEC EDGAR submissions API: most recent filings (10-K, 10-Q, 8-K, ...) for a ticker or CIK. Filter by form type.

Inputs: cik, forms, limit, ticker.

equities_fundamentalsSEC Fundamentals (XBRL)A
Read-onlyIdempotent
Inspect

Headline financial statements parsed from SEC XBRL filings: revenue, net income, total assets, EPS, cash flow, and 30 more curated tags. Annual (10-K) or quarterly (10-Q). Free — backed by SEC's public XBRL companyfacts API.

Inputs: ticker (required), limit, period.

equities_tickerEquity Profile (by ticker)A
Read-onlyIdempotent
Inspect

Resolve a stock ticker to company name, CIK, exchange, SIC industry code, and headquarters from the SEC EDGAR registry.

Inputs: ticker (required).

flight_airline_reliabilityFlight Airline ReliabilityB
Read-onlyIdempotent
Inspect

Summarize loaded route reliability signals for a carrier code.

Inputs: airline_code (required).

flight_airport_delay_profileFlight Airport Delay ProfileB
Read-onlyIdempotent
Inspect

Summarize delay and reliability signals for an airport across loaded loaded route aggregates.

Inputs: airport_code (required).

flight_cancellation_riskFlight Cancellation RiskA
Read-onlyIdempotent
Inspect

Return historical cancellation-risk signals for a route. This is not live tracking.

Inputs: dest (required), origin (required), month.

flight_reliabilityFlight ReliabilityA
Read-onlyIdempotent
Inspect

Return historical route reliability. Demo mode allows selected loaded routes such as ATL-LGA, ORD-EWR, SFO-SEA, LAX-JFK, DFW-LAX, and ATL-MCO.

Inputs: dest (required), origin (required), month.

flight_route_best_timesFlight Route Best TimesB
Read-onlyIdempotent
Inspect

Rank loaded departure-hour buckets for a route by historical reliability score.

Inputs: route (required).

flight_route_summaryFlight Route SummaryB
Read-onlyIdempotent
Inspect

Return a combined historical route summary with reliability, cancellation risk, carriers, months, and best time bucket. This is not live tracking.

Inputs: dest (required), origin (required).

fred_seriesFRED Economic SeriesA
Read-onlyIdempotent
Inspect

Fetch any FRED time-series by curated slug (gdp, cpi, unemployment, fed_funds, treasury_10y, vix, wti, mortgage_30y, ...) or raw FRED ID (CPIAUCSL, UNRATE, DGS10). ~800k series available — covers BLS, Census, Fed, Treasury, OECD, IMF, BIS. Free upstream, server-side key required.

Inputs: series_or_slug (required), end, sort, limit, +1 more.

funding_signalFunding Signal (SEC Form D)A
Read-onlyIdempotent
Inspect

SEC Form D-based funding-signal envelope. Pulls Form D / D-A filings live from EDGAR and surfaces a recency-weighted funding score, cadence hint (fresh_raise, recent_raise, established_cadence, stale), and buyer-shaped action_hint tuned by buyer profile (sales_outreach, vendor_partnerships, investor_research, recruiter). Form D filings are the public, free, authoritative record of private securities offerings.

Inputs: limit, domain, ticker, window_days, +1 more.

fx_convertFX ConvertA
Read-onlyIdempotent
Inspect

Convert an amount between two currencies at the most recent reference rate.

Inputs: amount (required), to_currency (required), from_currency (required).

fx_correlationFX Correlation MatrixA
Read-onlyIdempotent
Inspect

Pearson correlation of daily log-returns vs USD across a basket. Cells banded strong_positive/positive/neutral/negative/strong_negative. Treasury/risk workflow for understanding multi-currency exposure.

Inputs: basket, horizon_days.

fx_currenciesFX Currency ListA
Read-onlyIdempotent
Inspect

List every currency Ready APIs has reference-rate coverage for, with its issuing central bank and peg classification.

Inputs: no named parameters.

fx_historicalFX Historical RateA
Read-onlyIdempotent
Inspect

Reference rate for a specific past date. Useful for 'what was USD→EUR on 2024-11-15?' questions.

Inputs: rate_date (required), base.

fx_moversFX Biggest Pair MoversA
Read-onlyIdempotent
Inspect

Top N pairs by absolute % change over the lookback window. Returns signed pct_change + direction (up/down/flat). Daily/weekly market briefing.

Inputs: top_n, basket, horizon_days.

fx_pairFX Pair Deep ProfileA
Read-onlyIdempotent
Inspect

Deep enrichment for one currency pair: latest rate + 30/90-day volatility + trend + anomaly z-score + spread estimate + cross-strength + verdict. Decision-grade single-call summary.

Inputs: base (required), quote (required).

fx_ratesFX RatesA
Read-onlyIdempotent
Inspect

Return current daily reference exchange rates relative to a base currency (default EUR), sourced from ECB.

Inputs: base.

fx_strengthFX Currency Strength LeaderboardA
Read-onlyIdempotent
Inspect

Ranked strength leaderboard for the past N days. For each currency in the basket (g10 or majors), the average move across every pair it participates in. Strongest → weakest with per-currency label.

Inputs: basket, horizon_days.

fx_timeseriesFX TimeseriesA
Read-onlyIdempotent
Inspect

Daily rate series for a single base→quote pair across a date range. Useful for charts and trend analysis.

Inputs: end (required), base (required), quote (required), start (required).

fx_volatility_leadersFX Volatility LeadersA
Read-onlyIdempotent
Inspect

Pairs ranked by annualized realized volatility. Distinct from fx_movers — surfaces pairs that swing wildly day-to-day, even if flat overall. Classes: low/moderate/elevated/extreme.

Inputs: top_n, basket, horizon_days.

geo_asnGeo ASN LookupA
Read-onlyIdempotent
Inspect

Resolve an IP to its autonomous system number, organization, and network prefix.

Inputs: ip (required).

geo_county_lookupGeo County LookupA
Read-onlyIdempotent
Inspect

Return ZIP profiles in a county by county FIPS. Demo mode allows selected sample FIPS values.

Inputs: fips (required).

geo_enrichGeo EnrichA
Read-onlyIdempotent
Inspect

Return the enriched ZIP profile shape used by production enrichment workflows. Demo mode allows selected sample ZIPs.

Inputs: zip (required).

geo_ipGeo IP LookupA
Read-onlyIdempotent
Inspect

Resolve an IPv4 or IPv6 address to city, state, country, coordinates, timezone, and the nearest US ZIP profile. Demo mode is limited to selected sample IPs.

Inputs: ip (required).

geo_nearbyGeo Nearby ZIPsA
Read-onlyIdempotent
Inspect

Return distance-sorted ZIP profiles near a coordinate. Demo mode allows selected sample coordinates, radius up to 25 miles, and limit up to 10.

Inputs: lat (required), lon (required), limit, radius_miles.

geo_timezoneGeo TimezoneB
Read-onlyIdempotent
Inspect

Resolve a timezone using nearest ZIP centroid logic. Demo mode allows selected sample coordinates.

Inputs: lat (required), lon (required).

geo_zip_batchGeo ZIP BatchA
Read-onlyIdempotent
Inspect

Look up multiple ZIP profiles in one bounded request. Demo mode allows up to 5 selected sample ZIPs; production accepts up to 10.

Inputs: zip_codes (required).

geo_zip_lookupGeo ZIP LookupB
Read-onlyIdempotent
Inspect

Look up a ZIP profile. Demo mode allows 30301, 30303, 10001, 94105, 60601, 78701, and 98101.

Inputs: zip_code (required).

hiring_signalHiring SignalA
Read-onlyIdempotent
Inspect

Buyer-shaped hiring velocity envelope. Pass domain/company for a company-keyed view, or location (+ optional role) for a market-keyed view. Returns velocity score (0-100), tier, growth verdict (rapid_growth, active_growth, ...), and a sales_hint mapped to typical actions for the chosen buyer profile (saas_sales, recruiter, investor_diligence, competitive_intel).

Inputs: role, limit, domain, company, +2 more.

intel_buyer_profilesCompany Signal Buyer ProfilesA
Read-onlyIdempotent
Inspect

List supported buyer profiles for /intel/company-signal and how each weights the six sub-scores.

Inputs: no named parameters.

intel_change_profilesCompany Change Buyer ProfilesA
Read-onlyIdempotent
Inspect

List buyer profiles for /intel/company-change and their category multipliers.

Inputs: no named parameters.

intel_compliance_profilesCompliance Buyer ProfilesA
Read-onlyIdempotent
Inspect

List buyer profiles for /intel/compliance-signal and their sub-score weights.

Inputs: no named parameters.

intel_cyber_profilesCyber Risk Buyer ProfilesA
Read-onlyIdempotent
Inspect

List buyer profiles for /intel/cyber-risk and their sub-score weights.

Inputs: no named parameters.

intel_funding_profilesFunding Signal Buyer ProfilesA
Read-onlyIdempotent
Inspect

List buyer profiles for /intel/funding-signal and their sub-score weights.

Inputs: no named parameters.

intel_hiring_profilesHiring Signal Buyer ProfilesA
Read-onlyIdempotent
Inspect

List buyer profiles for /intel/hiring-signal and their weights.

Inputs: no named parameters.

intel_rankSite Risk Bulk RankA
Read-onlyIdempotent
Inspect

Score and rank up to 100 ZIPs against a single site profile. Returns sorted by risk_score (highest = lowest risk).

Inputs: candidates (required), site_profile.

intel_risk_profilesCounterparty Risk ProfilesA
Read-onlyIdempotent
Inspect

List supported risk profiles for /intel/counterparty-risk and how each weights the six risk sub-scores.

Inputs: no named parameters.

intel_role_profilesLocation Intel Role ProfilesA
Read-onlyIdempotent
Inspect

List supported role profiles for /intel/location-score and how each weights the six sub-scores (talent_pool, cost_pressure, tax_burden, connectivity, climate_resilience, quality_of_life).

Inputs: no named parameters.

intel_site_profilesSite Risk ProfilesA
Read-onlyIdempotent
Inspect

List supported site profiles for /intel/site-risk and how each weights the six physical-risk sub-scores.

Inputs: no named parameters.

jobs_companies_hiringJobs Companies HiringA
Read-onlyIdempotent
Inspect

Return curated company-level hiring signals for a location and optional role family.

Inputs: location (required), role.

jobs_concentrationSkill Geographic ConcentrationA
Read-onlyIdempotent
Inspect

HHI-based geographic concentration for a skill. Returns hhi_score (0-100), band (diffuse → dominant), and top N metros with their job-count share. Answers 'where does the candidate pool live?'.

Inputs: skill (required), top_n.

jobs_momentumSkill Hiring MomentumA
Read-onlyIdempotent
Inspect

Recent vs prior period demand for a skill. Returns score (-100..+100) and band (surging/rising/stable/cooling/falling) so you know if hiring for this skill is accelerating or decelerating.

Inputs: skill (required).

jobs_profileLabor-Market Profile (deep)B
Read-onlyIdempotent
Inspect

Full talent-market profile in one call: skill intel + role intel + market temperature + salary band + hiring velocity + location compete + talent verdict. Replaces ~5 separate calls.

Inputs: skill, title, location.

jobs_role_skillsJobs Role SkillsB
Read-onlyIdempotent
Inspect

Return aggregated skill signals for a role title. Demo mode allows selected sample job titles.

Inputs: title (required).

jobs_salary_signalsJobs Salary SignalsA
Read-onlyIdempotent
Inspect

Return salary signal aggregates for a role title in the loaded trend set.

Inputs: title (required).

jobs_scarcityTalent Scarcity (candidates per role)A
Read-onlyIdempotent
Inspect

Estimate candidates-per-open-role for a skill. Bands: severe_shortage / scarce / balanced / abundant. Workforce-planning signal for prioritizing hard-to-fill roles.

Inputs: skill (required).

jobs_skill_graphSkill Adjacency GraphA
Read-onlyIdempotent
Inspect

Multi-hop related-skill graph (BFS from seed). Returns nodes with hops_from_seed and edges with frequency-based weights. Use for broadening candidate filters, curriculum design, and job-description templating.

Inputs: skill (required), max_hops, max_nodes.

location_scoreLocation Intelligence ScoreA
Read-onlyIdempotent
Inspect

Composite hiring-location score (0-100) for a US ZIP, weighted by role profile (engineering, sales, operations, warehouse, retail, remote). Joins Census ACS demographics, FEMA flood, IECC climate, FAA airport, BEA cost-of-living, and state income tax into one tuned signal. Returns overall score, tier, verdict, and six sub-scores with notes.

Inputs: zip (required), role, year, filing_status.

meta_catalogCatalog MetadataB
Read-onlyIdempotent
Inspect

List public-safe dataset coverage, status, and endpoint counts. Demo mode is allowed.

Inputs: include_endpoints.

meta_datasetDataset Coverage MetadataA
Read-onlyIdempotent
Inspect

Return public-safe coverage, limitations, and endpoint references for one dataset slug.

Inputs: slug (required).

phone_regionPhone Region LookupA
Read-onlyIdempotent
Inspect

Lightweight country + region + primary timezone lookup for a phone number. Cheaper than phone_validate when you only need the country header.

Inputs: phone (required), default_region.

phone_validatePhone ValidationA
Read-onlyIdempotent
Inspect

Validate + enrich a phone number in 200+ countries. Returns E.164/national/international formatting, country, number-type (mobile/fixed/VoIP/toll-free/premium), carrier (where libphonenumber has data), timezones, disposable-carrier flag, and a risk band (low/moderate/elevated/high) for sign-up fraud screening.

Inputs: phone (required), default_region.

remote_hire_costRemote Hire True CostA
Read-onlyIdempotent
Inspect

Composite remote-hire envelope for a US ZIP + salary: total employer cost (salary + employer FICA + benefits load), employee take-home (federal + state + employee FICA), and the location-fit score under the 'remote' profile. Replaces a 20-40 minute back-and-forth with payroll on every remote candidate.

Inputs: zip (required), salary (required), year, filing_status, +1 more.

site_riskSite Risk SnapshotA
Read-onlyIdempotent
Inspect

Physical-location risk composite for a US ZIP. Joins FEMA flood + USGS seismic + NOAA tornado/hurricane + climate + EIA grid reliability into a 0-100 risk-weighted score (higher = lower risk). Tuned by site profile: insurance_underwriting, data_center_site, retail_storefront, warehouse_distribution. Returns underwriting_hint mapped to insurance actions.

Inputs: zip (required), site_profile.

tax_calculateTax CalculatorA
Read-onlyIdempotent
Inspect

Compute progressive federal (and optional state) tax owed from gross income, filing status, year, and deductions. Returns tax, marginal/effective rate, take-home, and per-bracket impact. Demo mode is limited to 2026 and standard filing statuses. Reference data only, not advice.

Inputs: income (required), year, state, deductions, +2 more.

tax_deadlinesTax DeadlinesB
Read-onlyIdempotent
Inspect

Return filing deadline reference values. Demo mode is limited to 2026.

Inputs: year (required).

tax_federal_bracketsTax Federal BracketsA
Read-onlyIdempotent
Inspect

Return federal tax bracket reference rows. Demo mode is limited to 2026 and standard filing statuses.

Inputs: year (required), filing_status (required).

tax_mileage_ratesTax Mileage RatesA
Read-onlyIdempotent
Inspect

Return mileage-rate reference values. Demo mode is limited to 2026.

Inputs: year (required).

tax_retirement_limitsTax Retirement LimitsA
Read-onlyIdempotent
Inspect

Return retirement contribution reference values. Demo mode is limited to 2026.

Inputs: year (required).

tax_standard_deductionTax Standard DeductionC
Read-onlyIdempotent
Inspect

Return standard deduction reference values. Demo mode is limited to 2026.

Inputs: year (required), filing_status.

tax_state_bracketsTax State BracketsA
Read-onlyIdempotent
Inspect

Return selected state individual income-tax bracket references. Demo mode is limited to Georgia 2026.

Inputs: year (required), state (required), filing_status.

tax_summaryTax Year SummaryA
Read-onlyIdempotent
Inspect

Return a combined federal bracket, standard deduction, mileage, retirement, and filing-deadline reference summary. Demo mode is limited to 2026.

Inputs: year (required), filing_status (required).

tech_stackTech Stack SignalA
Read-onlyIdempotent
Inspect

Classify a company's public tech footprint by inspecting MX / A / CNAME / NS / TXT records. Returns detections across categories (email_provider, hosting_provider, cdn_provider, dns_provider, SaaS tools via TXT) with vendor evidence on every detection. Non-intrusive — only looks at DNS the domain owner published.

Inputs: domain (required).

vin_decodeVIN DecodeA
Read-onlyIdempotent
Inspect

Decode a 17-character Vehicle Identification Number. Offline ISO 3779/3780 structural decode (syntax, check digit, country, model year) + NHTSA vPIC enrichment (make / model / trim / body / engine / plant). Use for insurance underwriting, used-car listing validation, fleet management.

Inputs: vin (required), use_vpic.

weather_air_qualityAir Quality (AQI + pollutants)A
Read-onlyIdempotent
Inspect

Current air quality at a lat/lon or US ZIP: US EPA AQI + European AQI, plus pollutant concentrations (PM2.5, PM10, ozone, NO₂, SO₂, CO, dust) in µg/m³, a categorical band, and the primary pollutant. Source: Open-Meteo Air Quality (CAMS + EPA AirNow blend).

Inputs: lat, lon, zip_code.

weather_alertsActive Weather Alerts (US, NWS)A
Read-onlyIdempotent
Inspect

Active alerts from the US National Weather Service. Query by lat+lon, US ZIP, or two-letter state code.

Inputs: lat, lon, state, zip_code.

weather_best_windowBest Window for an Outdoor ActivityA
Read-onlyIdempotent
Inspect

Find the best contiguous N-day or N-hour window in the forecast horizon for an activity (outdoor_event, ski, construction, agriculture_spray, running). Returns top 5 windows ranked 0-100 with drivers.

Inputs: lat, lon, top_n, horizon, +4 more.

weather_compareCompare Weather Across LocationsA
Read-onlyIdempotent
Inspect

Rank up to 5 locations by comfort outlook (ideal > mild > poor > severe). Useful for trip planning, expansion site comparison, event location selection.

Inputs: units, coords, zip_codes.

weather_currentCurrent Weather (by coordinate)B
Read-onlyIdempotent
Inspect

Current conditions at a latitude/longitude in imperial or metric units. Sourced from Open-Meteo.

Inputs: lat (required), lon (required), units.

weather_degree_daysHeating + Cooling Degree DaysB
Read-onlyIdempotent
Inspect

HDD and CDD over a window, with per-day rows. Used for HVAC sizing, utility bill reconciliation, energy forecasting. Default base 65°F is the NOAA HVAC standard.

Inputs: lat, lon, zip_code, base_temp, +1 more.

weather_forecastWeather Forecast (1-16 days)A
Read-onlyIdempotent
Inspect

Daily forecast with travel-impact score (flight risk, outdoor event suitability) per day plus an overall precipitation outlook (dry/mixed/wet pattern).

Inputs: lat, lon, days, units, +1 more.

weather_historicalHistorical Weather (past N days)B
Read-onlyIdempotent
Inspect

Last 1-365 days of daily observations with pre-computed aggregates (frost-day count, summer-day count, rainy days, heavy-rain days, extremes). Answers 'is this a normal year?' questions.

Inputs: lat, lon, units, zip_code, +1 more.

weather_hourlyHourly Forecast (up to 16 days)A
Read-onlyIdempotent
Inspect

Hour-by-hour forecast: temperature, apparent temperature, precipitation probability + amount, humidity, cloud cover, wind speed/gusts/direction, and a WMO condition label per hour. For event timing, energy-demand curves, and logistics windows.

Inputs: lat, lon, hours, units, +1 more.

weather_marineMarine Forecast (waves + swell)A
Read-onlyIdempotent
Inspect

Coastal/marine hourly forecast: wave height, period, and direction, plus wind-wave and swell components. For shipping, fishing, surfing, and coastal-event planning. Coastal/open-water coordinates only — inland points return an error.

Inputs: lat, lon, hours, units, +1 more.

weather_normalsClimate Normals + DepartureA
Read-onlyIdempotent
Inspect

Same-window decadal climate normals for the next N days, plus a departure-from-normal block comparing the current forecast to the baseline. 'This week is 11°F above normal.'

Inputs: lat, lon, units, years, +2 more.

weather_routeWeather Along a RouteA
Read-onlyIdempotent
Inspect

Weather conditions along a polyline route. Pass up to 20 legs, each a lat/lon waypoint with an optional ISO 8601 departs_at. Legs departing within 2 hours (or with no time) return current conditions; future legs return the daily forecast for that date. For trucking, road-trip, and delivery-window planning.

Inputs: legs (required), units.

weather_zipCurrent Weather (by US ZIP)A
Read-onlyIdempotent
Inspect

Resolve a US ZIP to coordinates via the geo dataset, then return current weather.

Inputs: zip_code (required), units.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

Loading tool schema changelog…

    Related MCP Connectors

    Related MCP Servers

    Try in Browser

    Glama MCP Gateway

    Add one secure layer between your agents and this server.

    Resources