Search vacation rental listings, nightly prices, occupancy ratings, and property classifications from Airbnb.

Behavioral Transparency:

• Execution: Network call executed synchronously in the cloud via Apify Actor 'captainhandsome/airbnb-listings-search'.

• Side Effects: Reads public sources and creates a billed Actor run and dataset on your Apify account.

• Authentication: Requires APIFY_TOKEN environment variable.

• Latency & Limits: Typical run duration is 15-40 seconds; timeout capped at 120 seconds.

Usage Guidelines:

• When to use: Use for short-term vacation rental market research, hospitality pricing comparisons, and regional accommodation rate benchmarking.

• When NOT to use: Do not use for long-term residential apartment leases, MLS residential home sales, or commercial office leasing.

• Named alternatives: Use 'google_maps_search' for hotel and lodging business contacts, 'glassdoor_jobs_search' for hospitality employment, or 'sec_edgar_filings' for public REIT financial filings.

Search official Alabama Secretary of State business-entity records by company name, returning entity ID, legal name, entity type, registry status, and location.

Behavioral Transparency:

• Execution: Network call executed synchronously in the cloud via Apify Actor 'captainhandsome/al-business-entity-search'.

• Side Effects: Reads public sources and creates a billed Actor run and dataset on your Apify account.

• Authentication: Requires APIFY_TOKEN environment variable.

• Latency & Limits: Typical run duration is 10-30 seconds without detail pages, longer with include_details enabled; timeout capped at 120 seconds.

Usage Guidelines:

• When to use: Use when verifying an Alabama-registered LLC or corporation, checking entity status, or building a lead list of Alabama businesses by name.

• When NOT to use: Do not use for Florida, California, or nationwide multi-state lookups, for contractor licensing, or for company officers/registered-agent name searches.

• Named alternatives: Use 'us_business_entity_search' for a combined Florida/Alabama/Wisconsin lookup, 'florida_new_filings_search' for Florida entities, or 'california_contractor_license_search'/'us_contractor_license_search' for contractor licences.

Search the Apple App Store and return customer reviews with star ratings, review text, the app version each review was written against, and full app metadata - across any storefront.

Behavioral Transparency:

• Execution: Network call executed synchronously in the cloud via Apify Actor 'captainhandsome/app-store-reviews-search'.

• Side Effects: Strictly read-only; reads Apple's public search, lookup and review endpoints.

• Authentication: Requires APIFY_TOKEN environment variable.

• Latency & Limits: Typical run duration is 5-30 seconds; Apple caps the public review feed at 500 reviews per app per storefront; timeout capped at 120 seconds.

Usage Guidelines:

• When to use: Use for iOS app reviews and ratings, App Store metadata, release-version sentiment, ASO and competitor research, or to pair with Android data for a cross-platform view.

• When NOT to use: Do not use for Android reviews (use 'google_play_reviews_search'), for employer reviews, for app download estimates, or for Mac-only titles.

• Named alternatives: Use 'google_play_reviews_search' for the Android half of the same product, 'google_maps_search' for business reviews, or 'youtube_video_search' for video sentiment.

Search public California Contractors State License Board (CSLB) records by contractor or business name, returning license number, status, city, and name type.

Behavioral Transparency:

• Execution: Network call executed synchronously in the cloud via Apify Actor 'captainhandsome/ca-contractor-license-search'.

• Side Effects: Reads public sources and creates a billed Actor run and dataset on your Apify account.

• Authentication: Requires APIFY_TOKEN environment variable.

• Latency & Limits: Typical run duration is 10-30 seconds without detail pages, longer with include_details enabled; timeout capped at 120 seconds.

Usage Guidelines:

• When to use: Use for subcontractor vetting, contractor license verification, or lead building against California licensed contractors and businesses.

• When NOT to use: Do not use for Oregon-only licence lookups (use 'us_contractor_license_search' with states=['oregon']), business entity/registry searches, or non-contractor trades.

• Named alternatives: Use 'us_contractor_license_search' to search California and Oregon in one call, or 'alabama_business_search'/'florida_new_filings_search'/'us_business_entity_search' for general business-entity registries rather than contractor licences.

Search the official ClinicalTrials.gov registry for interventional and observational studies by condition, intervention, sponsor, or free-text keyword. Returns recruitment status, phase, enrollment, sponsor, and site location detail for each matching study.

Behavioral Transparency:

• Execution: Network call executed synchronously in the cloud via Apify Actor 'captainhandsome/clinical-trials-search'.

• Side Effects: Reads public sources and creates a billed Actor run and dataset on your Apify account.

• Authentication: Requires APIFY_TOKEN environment variable.

• Latency & Limits: Typical run duration is 10-30 seconds; timeout capped at 120 seconds.

Usage Guidelines:

• When to use: Use for medical research surveillance, competitive drug-pipeline tracking, patient-recruitment intelligence, or sponsor and trial-portfolio analysis.

• When NOT to use: Do not use for FDA drug/device approvals or adverse-event data, environmental compliance records, campaign finance, or corporate registry lookups.

• Named alternatives: Use 'openfda_search' for FDA drug and device safety/approval data, 'epa_facility_search' for environmental compliance, 'fec_campaign_finance_search' for political campaign funding, or 'french_company_search' for the French corporate registry.

Search official CMS Provider Data Catalog directories for Medicare-certified hospitals, nursing homes, home health agencies, hospices, dialysis facilities, long-term care hospitals, and inpatient rehab facilities. Returns normalized facility records (identity, ownership, capacity, and star ratings) across all seven provider types through one consistent row shape.

Behavioral Transparency:

• Execution: Network call executed synchronously in the cloud via Apify Actor 'captainhandsome/cms-healthcare-provider-search'.

• Side Effects: Reads public sources and creates a billed Actor run and dataset on your Apify account.

• Authentication: Requires APIFY_TOKEN environment variable.

• Latency & Limits: Typical run duration is 10-30 seconds; timeout capped at 120 seconds.

Usage Guidelines:

• When to use: Use for healthcare facility due diligence, star-rating and quality comparisons, nursing-home staffing/inspection/fines research, or building a location-bounded list of Medicare-certified providers.

• When NOT to use: Do not use for clinical trial recruitment data, environmental compliance, campaign finance, corporate registry lookups, or contractor licensing.

• Named alternatives: Use 'clinical_trials_search' for ClinicalTrials.gov study data, 'epa_facility_search' for environmental compliance, 'us_business_entity_search' or 'us_contractor_license_search' for corporate/contractor registries, or 'europe_pmc_paper_search' for biomedical literature.

Search UK Companies House, French SIRENE, and the global GLEIF LEI register in one call. Returns normalized company identity, status, registration, address, industry, financial, officer, and ownership fields where available.

Behavioral Transparency:

• Execution: Network call executed synchronously in the cloud via Apify Actor 'captainhandsome/company-registry-search'.

• Side Effects: Creates a billed Actor run and dataset on your Apify account; queries official public company registers.

• Authentication: Requires APIFY_TOKEN; no registry credential is required for normal bounded searches.

• Latency & Limits: Typical runs take 10-60 seconds; detail enrichment is slower; timeout capped at 120 seconds.

Usage Guidelines:

• When to use: Use for cross-border company lookup, entity resolution, status verification, LEI matching, and company enrichment across the UK, France, and GLEIF.

• When NOT to use: Do not use for US Secretary of State records, contractor licences, sanctions screening, or investment advice.

• Named alternatives: Use 'us_business_entity_search' for Florida, Alabama, and Wisconsin; 'gleif_lei_search' for a focused LEI lookup; or 'french_company_search' for France-only searches.

Search published judicial opinions or federal RECAP dockets through CourtListener. Returns case names, courts, dates, citations, judges, parties, filings, snippets, and canonical record links where available.

Behavioral Transparency:

• Execution: Network call executed synchronously in the cloud via Apify Actor 'captainhandsome/courtlistener-case-search'.

• Side Effects: Creates a billed Actor run and dataset on your Apify account; queries public CourtListener and RECAP search data.

• Authentication: Requires APIFY_TOKEN; the Actor supplies its CourtListener integration credential.

• Latency & Limits: Typical runs take 10-45 seconds; timeout capped at 120 seconds.

Usage Guidelines:

• When to use: Use for legal research, litigation monitoring, company case discovery, opinion search, and federal docket screening.

• When NOT to use: Do not treat results as a complete docket, legal advice, or proof of current case status.

• Named alternatives: Use 'sec_edgar_filings' for SEC disclosures, or 'us_business_entity_search' for company registrations.

Search NIST NVD vulnerabilities and enrich every CVE with CISA Known Exploited Vulnerability status, remediation deadlines, ransomware use, CVSS, CWE, affected CPEs, and references.

Behavioral Transparency:

• Execution: Network call executed synchronously in the cloud via Apify Actor 'captainhandsome/nvd-cisa-vulnerability-intelligence'.

• Side Effects: Reads public sources and creates a billed Actor run and dataset on your Apify account.

• Authentication: Requires APIFY_TOKEN environment variable; no NVD or CISA credential is required.

• Latency & Limits: Typical exact and keyword runs take 5-30 seconds; NVD rate limits can slow large filtered jobs; output is capped by max_results.

Usage Guidelines:

• When to use: Use for CVE research, vulnerability triage, patch prioritization, and identifying active exploitation.

• When NOT to use: Do not use as a network scanner or as proof that a particular deployed asset is vulnerable.

• Named alternatives: Use 'tech_stack_detector' to identify public website technologies before researching relevant CVEs.

Search the official EPA ECHO service for US regulated facilities by state, facility name, NAICS code, or environmental program, and export compliance status, inspection, and penalty data. City, ZIP, and violation-only filtering are available in the underlying Actor, not this MCP tool.

Behavioral Transparency:

• Execution: Network call executed synchronously in the cloud via Apify Actor 'captainhandsome/epa-echo-facility-search'.

• Side Effects: Reads public sources and creates a billed Actor run and dataset on your Apify account.

• Authentication: Requires APIFY_TOKEN environment variable.

• Latency & Limits: Typical run duration is 10-35 seconds; timeout capped at 120 seconds.

Usage Guidelines:

• When to use: Use for environmental compliance due diligence, regulatory risk screening of a facility or region, industry-wide (NAICS) violation surveys, or enforcement/penalty history lookups.

• When NOT to use: Do not use for corporate registry, campaign finance, clinical trial, or FDA drug/device data.

• Named alternatives: Use 'clinical_trials_search' for medical studies, 'openfda_search' for FDA drug/device data, 'fec_campaign_finance_search' for political funding, or 'french_company_search' for the French corporate registry.

Search Europe PMC and PubMed for research papers, preprints and patents by topic, author, journal, publication year and open-access status. Returns flat records with identifiers, abstracts, citation counts, MeSH indexing, funding and full-text links.

Behavioral Transparency:

• Execution: Network call executed synchronously in the cloud via Apify Actor 'captainhandsome/europe-pmc-paper-search'.

• Side Effects: Reads public sources and creates a billed Actor run and dataset on your Apify account.

• Authentication: Requires APIFY_TOKEN environment variable.

• Latency & Limits: Typical run duration is 5-20 seconds for the default 10 results; timeout capped at 120 seconds. Requesting a large max_results or enabling include_entities adds paginated and annotation-batch requests and increases duration.

Usage Guidelines:

• When to use: Use for biomedical and life-science literature search, systematic-review scoping, citation and impact tracking, funding/grant provenance research, open-access discovery, or mining gene/disease/organism entities from paper text.

• When NOT to use: Do not use for clinical trial recruitment or study status (use 'clinical_trials_search'), drug/device safety data, approvals, adverse events or recalls (use 'openfda_search'), or general corporate/regulatory lookups.

• Named alternatives: Use 'clinical_trials_search' for ClinicalTrials.gov study records, or 'openfda_search' for FDA drug and device safety datasets.

Search the US Federal Election Commission's public register of federal candidates, committees/PACs, or individual campaign contributions. A single call returns one record type only, selected with data_type, because candidates, committees, and contributions carry genuinely different fields.

Behavioral Transparency:

• Execution: Network call executed synchronously in the cloud via Apify Actor 'captainhandsome/fec-campaign-finance-search'.

• Side Effects: Reads public sources and creates a billed Actor run and dataset on your Apify account.

• Authentication: Requires APIFY_TOKEN environment variable.

• Latency & Limits: Typical run duration is 10-30 seconds; timeout capped at 120 seconds.

Usage Guidelines:

• When to use: Use for political campaign research, candidate and PAC vetting, donor/contribution geography and industry analysis, or election-cycle fundraising tracking.

• When NOT to use: Do not use for corporate SEC filings, environmental compliance, clinical trials, or FDA drug/device data. Contributor street addresses are never returned (deliberately excluded upstream).

• Named alternatives: Use 'french_company_search' for French corporate registry data, 'epa_facility_search' for environmental compliance, 'clinical_trials_search' for medical studies, or 'openfda_search' for FDA drug/device data.

Search official US Federal Register rules, proposed rules, notices, and presidential documents. Returns agencies, publication and effective dates, abstracts, citations, CFR references, dockets, comment links, and source documents.

Behavioral Transparency:

• Execution: Network call executed synchronously in the cloud via Apify Actor 'captainhandsome/federal-register-search'.

• Side Effects: Creates a billed Actor run and dataset on your Apify account; queries the official Federal Register API.

• Authentication: Requires APIFY_TOKEN; no Federal Register key is required.

• Latency & Limits: Typical runs take 5-30 seconds; timeout capped at 120 seconds.

Usage Guidelines:

• When to use: Use for rulemaking monitoring, regulatory research, agency-action tracking, comment-period discovery, and government-affairs workflows.

• When NOT to use: Do not use as legal advice or assume a proposed rule is in force.

• Named alternatives: Use 'courtlistener_case_search' for judicial decisions and dockets, 'sec_edgar_filings' for SEC company filings, or 'grants_gov_opportunity_search' for funding opportunities.

Search the Florida Division of Corporations (Sunbiz) business registry by company name, returning entity name, document number, status, and entity type.

Behavioral Transparency:

• Execution: Network call executed synchronously in the cloud via Apify Actor 'captainhandsome/fl-sos-new-filings'.

• Side Effects: Reads public sources and creates a billed Actor run and dataset on your Apify account.

• Authentication: Requires APIFY_TOKEN environment variable.

• Latency & Limits: Typical run duration is 10-30 seconds without detail pages, longer with include_details enabled; timeout capped at 120 seconds.

Usage Guidelines:

• When to use: Use for Florida LLC/corporation lookup by company name, due-diligence checks, or monitoring new Florida business filings.

• When NOT to use: Do not use to search by a person's or officer's name (use 'florida_officer_search' instead), for other states, or for contractor licences.

• Named alternatives: Use 'florida_officer_search' to find companies tied to a person or registered agent, 'us_business_entity_search' for a multi-state lookup that includes Florida, or 'alabama_business_search' for Alabama-only records.

Search the Florida Sunbiz registry by an officer, director, or registered-agent name and return every Florida company tied to that person, with entity name and document number.

Behavioral Transparency:

• Execution: Network call executed synchronously in the cloud via Apify Actor 'captainhandsome/fl-sunbiz-officer-search'.

• Side Effects: Reads public sources and creates a billed Actor run and dataset on your Apify account.

• Authentication: Requires APIFY_TOKEN environment variable.

• Latency & Limits: Typical run duration is 10-30 seconds without detail pages, longer with include_details enabled (one extra page load per matched company); timeout capped at 120 seconds.

Usage Guidelines:

• When to use: Use to find every Florida company associated with a specific person's name (officer, director, or registered agent), for background research or ownership mapping.

• When NOT to use: Do not use to search by company name (use 'florida_new_filings_search' instead), for other states, or for contractor licences.

• Named alternatives: Use 'florida_new_filings_search' to look up a Florida company by its own name, or 'us_business_entity_search' for a multi-state company-name lookup.

Search France's official company register (SIRENE/INSEE) by name, activity, department, or postal code, and export SIREN/SIRET identifiers, legal status, headquarters address, workforce, revenue, and officers.

Behavioral Transparency:

• Execution: Network call executed synchronously in the cloud via Apify Actor 'captainhandsome/french-company-search'.

• Side Effects: Reads public sources and creates a billed Actor run and dataset on your Apify account.

• Authentication: Requires APIFY_TOKEN environment variable.

• Latency & Limits: Typical run duration is 10-30 seconds; timeout capped at 120 seconds.

Usage Guidelines:

• When to use: Use for French corporate due diligence, company/officer lookups, industry (NAF) or regional market surveys, or B2B vendor verification in France.

• When NOT to use: Do not use for US environmental compliance, US campaign finance, clinical trials, or FDA drug/device data.

• Named alternatives: Use 'fec_campaign_finance_search' for US political funding, 'epa_facility_search' for environmental compliance, 'clinical_trials_search' for medical studies, or 'openfda_search' for FDA drug/device data.

Search active employment vacancies, hiring employers, estimated compensation bands, and corporate ratings from Glassdoor.

Behavioral Transparency:

• Execution: Network call executed synchronously in the cloud via Apify Actor 'captainhandsome/glassdoor-jobs-scraper'.

• Side Effects: Reads public sources and creates a billed Actor run and dataset on your Apify account.

• Authentication: Requires APIFY_TOKEN environment variable.

• Latency & Limits: Typical run duration is 15-40 seconds; timeout capped at 120 seconds.

Usage Guidelines:

• When to use: Use when researching active job openings, hiring trends, employer compensation ranges, or workplace ratings for specific professions.

• When NOT to use: Do not use for local commercial lead generation, corporate financial filings, or live video streaming.

• Named alternatives: Use 'google_maps_search' for commercial trade directories, 'sec_edgar_filings' for SEC corporate filings, or 'usaspending_contracts' for federal prime contractor records.

Search the official GLEIF register for Legal Entity Identifiers by company name, exact LEI, or free text, and return normalized records carrying registration status, jurisdiction, legal and headquarters addresses, and the company's own national registration number.

Behavioral Transparency:

• Execution: Network call executed synchronously in the cloud via Apify Actor 'captainhandsome/gleif-lei-search'.

• Side Effects: Reads public sources and creates a billed Actor run and dataset on your Apify account.

• Authentication: Requires APIFY_TOKEN environment variable.

• Latency & Limits: Typical run duration is 5-30 seconds for a flat lookup; enabling include_relationships adds up to six extra requests per record and can push a large run past a minute; timeout capped at 120 seconds.

Usage Guidelines:

• When to use: Use for counterparty due diligence, KYC/AML onboarding checks, entity resolution across jurisdictions, or confirming a company's registration status, legal form, and own national registry number via its Legal Entity Identifier.

• When NOT to use: Do not use for SEC financial filings (use 'sec_edgar_filings'), for a US state's own corporate registry record (use 'us_business_entity_search'), or for French Sirene registry detail (use 'french_company_search'); GLEIF coverage is limited to entities that hold an LEI.

• Named alternatives: Use 'sec_edgar_filings' for US public company filings, 'us_business_entity_search' for US state-level business entity lookups, or 'french_company_search' for the French national company registry.

Generate localized Google Autocomplete keyword suggestions from one or many seed phrases. Supports alphabet and question-prefix expansion and returns ranked, globally deduplicated keyword ideas.

Behavioral Transparency:

• Execution: Network call executed synchronously in the cloud via Apify Actor 'captainhandsome/google-autocomplete-keyword-suggestions'.

• Side Effects: Reads public sources and creates a billed Actor run and dataset on your Apify account.

• Authentication: Requires APIFY_TOKEN environment variable.

• Latency & Limits: Base queries normally finish in 5-20 seconds; expansion modes make additional requests; output is capped by max_results.

Usage Guidelines:

• When to use: Use for long-tail SEO research, customer-question discovery, content planning, and localized keyword ideation.

• When NOT to use: Do not treat suggestions as verified search-volume, CPC, or competition data.

• Named alternatives: Use 'google_news_search' for current news coverage. This server does not include a general web search tool.

Extract verified commercial business listings, postal addresses, phone numbers, customer review ratings, and canonical websites from Google Maps.

Behavioral Transparency:

• Execution: Network call executed synchronously in the cloud via Apify Actor 'captainhandsome/google-maps-business-search'.

• Side Effects: Reads public sources and creates a billed Actor run and dataset on your Apify account.

• Authentication: Requires APIFY_TOKEN environment variable.

• Latency & Limits: Typical run duration is 15-45 seconds; timeout capped at 120 seconds.

Usage Guidelines:

• When to use: Use when the user requests local commercial directories, trade contractors, physical retail storefronts, or B2B regional sales leads.

• When NOT to use: Do not use for employment job listings, corporate regulatory filings, federal procurement awards, or short-term vacation rentals.

• Named alternatives: Use 'glassdoor_jobs_search' for employer vacancies, 'sec_edgar_filings' for corporate SEC disclosures, 'usaspending_contracts' for government awards, or 'airbnb_listings_search' for vacation rentals.

Search Google News for companies, people, products, brands, industries, and topics. Returns current headlines, publishers, timestamps, article links, source sites, and snippets.

Behavioral Transparency:

• Execution: Network call executed synchronously in the cloud via Apify Actor 'captainhandsome/google-news-search'.

• Side Effects: Reads public sources and creates a billed Actor run and dataset on your Apify account.

• Authentication: Requires APIFY_TOKEN environment variable.

• Latency & Limits: Typical run duration is 5-20 seconds; output is capped by max_results.

Usage Guidelines:

• When to use: Use for company-news monitoring, brand mentions, market intelligence, current-event research, and source discovery.

• When NOT to use: Do not use for full article text, historical news archives, or verified fact checking.

• Named alternatives: Use 'sec_edgar_filings' for official company filings, or 'europe_pmc_paper_search' for biomedical literature.

Extract public Google Play Store reviews for one or more Android apps, including star rating, review text, reviewer name, developer replies, and app-level metadata (rating breakdown, installs, category, developer).

Behavioral Transparency:

• Execution: Network call executed synchronously in the cloud via Apify Actor 'captainhandsome/google-play-reviews-scraper'.

• Side Effects: Reads public sources and creates a billed Actor run and dataset on your Apify account.

• Authentication: Requires APIFY_TOKEN environment variable.

• Latency & Limits: Typical run duration is 15-45 seconds per app; timeout capped at 120 seconds.

Usage Guidelines:

• When to use: Use for app-store sentiment research, competitor review monitoring, feature/complaint mining, or tracking developer response rates across one or more Android apps.

• When NOT to use: Do not use for iOS App Store reviews, general web search, or employment/job data.

• Named alternatives: Use 'linkedin_jobs_search' for hiring/job listings or 'youtube_video_search' for video content discovery; neither covers app-store review data.

Search official US federal funding opportunities from Grants.gov by keyword, agency, status, opportunity number or Assistance Listing. Returns deadlines, award ranges, eligibility, contacts and canonical source links.

Behavioral Transparency:

• Execution: Network call executed synchronously in the cloud via Apify Actor 'captainhandsome/grants-gov-opportunity-search'.

• Side Effects: Reads public sources and creates a billed Actor run and dataset on your Apify account.

• Authentication: Requires APIFY_TOKEN environment variable.

• Latency & Limits: Typical run duration is 10-60 seconds; include_details adds one detail request per result.

Usage Guidelines:

• When to use: Use for grant prospecting, research-funding discovery and federal opportunity monitoring.

• When NOT to use: Do not use for awarded federal contracts (use 'usaspending_contracts') or European procurement (use 'ted_eu_tender_search').

• Named alternatives: Use 'usaspending_contracts' for historical US awards or 'ted_eu_tender_search' for European tender notices.

Search public LinkedIn job postings by keyword and location without logging in, returning role title, hiring company, location, posting date, and job URL.

Behavioral Transparency:

• Execution: Network call executed synchronously in the cloud via Apify Actor 'captainhandsome/linkedin-public-jobs-search'.

• Side Effects: Reads public sources and creates a billed Actor run and dataset on your Apify account.

• Authentication: Requires APIFY_TOKEN environment variable.

• Latency & Limits: Typical run duration is 15-40 seconds; timeout capped at 120 seconds.

Usage Guidelines:

• When to use: Use for hiring-trend research, talent-market mapping, competitor headcount signals, or sourcing public job openings by role and location.

• When NOT to use: Do not use for LinkedIn people/profile search, private candidate data, or submitting job applications.

• Named alternatives: Use 'glassdoor_jobs_search' for Glassdoor's own listings and employer ratings, or 'google_play_reviews_search'/'youtube_video_search' for app-review or video data instead of hiring data.

Search official US vehicle-safety recalls by year, make and model or by NHTSA campaign number. Returns defect summaries, safety consequences, remedies, affected-unit counts and urgent park warnings.

Behavioral Transparency:

• Execution: Network call executed synchronously in the cloud via Apify Actor 'captainhandsome/nhtsa-vehicle-recall-search'.

• Side Effects: Reads public sources and creates a billed Actor run and dataset on your Apify account.

• Authentication: Requires APIFY_TOKEN environment variable.

• Latency & Limits: Typical run duration is 5-20 seconds; output is capped by max_results.

Usage Guidelines:

• When to use: Use for recall research, vehicle-safety checks, campaign monitoring and fleet-risk analysis.

• When NOT to use: Do not use for drug, device or food recalls (use 'openfda_search'), or for general company filings.

• Named alternatives: Use 'openfda_search' for FDA-regulated product recalls or 'sec_edgar_filings' for public-company filings.

Search official US Treasury OFAC SDN and consolidated non-SDN data by primary name, alias, program, country and entity type. Returns sanctions programs, aliases, addresses and source identifiers.

Behavioral Transparency:

• Execution: Network call executed synchronously in the cloud via Apify Actor 'captainhandsome/ofac-sanctions-search'.

• Side Effects: Reads public sources and creates a billed Actor run and dataset on your Apify account.

• Authentication: Requires APIFY_TOKEN environment variable.

• Latency & Limits: Typical run duration is 10-40 seconds; results are exact source matches, not fuzzy compliance screening scores.

Usage Guidelines:

• When to use: Use for research, list reconciliation, sanctions-data enrichment and exact/substring name discovery.

• When NOT to use: Do not treat a name match as a legal compliance determination; do not use for corporate filings (use 'sec_edgar_filings') or entity-registration verification (use 'us_business_entity_search').

• Named alternatives: Use 'sec_edgar_filings' for US public-company filings, 'gleif_lei_search' for legal-entity identifiers, or 'us_business_entity_search' for state registrations.

Search official openFDA datasets for drug labels, drug approvals (Drugs@FDA), adverse events (FAERS), and drug, device, or food recalls. Returns normalized, flat records through one consistent interface.

Behavioral Transparency:

• Execution: Network call executed synchronously in the cloud via Apify Actor 'captainhandsome/openfda-search'.

• Side Effects: Reads public sources and creates a billed Actor run and dataset on your Apify account.

• Authentication: Requires APIFY_TOKEN environment variable.

• Latency & Limits: Typical run duration is 10-30 seconds; timeout capped at 120 seconds.

Usage Guidelines:

• When to use: Use for drug/device safety surveillance, regulatory approval history, adverse-event monitoring, or recall tracking.

• When NOT to use: Do not use for clinical trial recruitment data (use 'clinical_trials_search'), environmental compliance, campaign finance, or corporate registry lookups.

• Named alternatives: Use 'clinical_trials_search' for ClinicalTrials.gov study data, 'epa_facility_search' for environmental compliance, 'fec_campaign_finance_search' for political funding, or 'french_company_search' for the French corporate registry.

Search official Oregon Construction Contractors Board licence records by contractor or business name. Returns licence status and address, with optional endorsement, insurance, bond, associated-person, complaint, discipline, and unpaid-claim detail.

Behavioral Transparency:

• Execution: Network call executed synchronously in the cloud via Apify Actor 'captainhandsome/or-contractor-license-search'.

• Side Effects: Creates a billed Actor run and dataset on your Apify account; queries the public Oregon CCB registry.

• Authentication: Requires APIFY_TOKEN.

• Latency & Limits: Typical runs take 10-30 seconds without details and longer with detail enrichment; timeout capped at 120 seconds.

Usage Guidelines:

• When to use: Use for Oregon contractor vetting, licence verification, trade lead generation, and public complaint or bond research.

• When NOT to use: Do not use for California-only searches, general company registration, or a final legal or insurance determination.

• Named alternatives: Use 'us_contractor_license_search' for California and Oregon together, 'california_contractor_license_search' for CSLB, or 'us_business_entity_search' for general entities.

Retrieve official United States Securities and Exchange Commission (SEC EDGAR) regulatory filings including 10-K annual reports, 10-Q quarterly reports, and 8-K material events.

Behavioral Transparency:

• Execution: Network call executed synchronously in the cloud via Apify Actor 'captainhandsome/sec-edgar-filings-search'.

• Side Effects: Reads public sources and creates a billed Actor run and dataset on your Apify account.

• Authentication: Requires APIFY_TOKEN environment variable.

• Latency & Limits: Typical run duration is 10-30 seconds; timeout capped at 120 seconds.

Usage Guidelines:

• When to use: Use for public corporate financial statements, audited balance sheets, executive compensation disclosures, and regulatory material event filings.

• When NOT to use: Do not use for private non-public company intelligence, real-time stock prices, or local trade vendor lists.

• Named alternatives: Use 'usaspending_contracts' for federal procurement contracts, 'google_maps_search' for local commercial entities, or 'glassdoor_jobs_search' for hiring trends.

Export structured insider buys, sales, grants, exercises and derivative transactions from official SEC Form 4 and 4/A XML by ticker or CIK. Returns reporting-owner roles, security details, share counts, prices and post-transaction ownership.

Behavioral Transparency:

• Execution: Network call executed synchronously in the cloud via Apify Actor 'captainhandsome/sec-form-4-insider-transactions'.

• Side Effects: Reads public sources and creates a billed Actor run and dataset on your Apify account.

• Authentication: Requires APIFY_TOKEN environment variable; the Actor publisher supplies the SEC contact identity.

• Latency & Limits: Typical run duration is 10-90 seconds depending on max_filings; output is capped by max_results.

Usage Guidelines:

• When to use: Use for insider-trading research, ownership-change monitoring and transaction-level Form 4 analysis.

• When NOT to use: Do not use for 10-K, 10-Q or 8-K filings (use 'sec_edgar_filings') or campaign-finance data (use 'fec_campaign_finance_search').

• Named alternatives: Use 'sec_edgar_filings' for company filings and exhibits, or 'fec_campaign_finance_search' for US political contributions and committees.

Scan a batch of public websites and detect the CMS, ecommerce platform, payment gateway, CDN, analytics, hosting, and 15 other technology categories from 75 signatures, alongside the infrastructure headers, page metadata, and contact/social links the same page response already carries.

Behavioral Transparency:

• Execution: Network call executed synchronously in the cloud via Apify Actor 'captainhandsome/tech-stack-detector'.

• Side Effects: Reads public sources and creates a billed Actor run and dataset on your Apify account.

• Authentication: Requires APIFY_TOKEN environment variable.

• Latency & Limits: Typical run duration is 5-20 seconds for a small batch; timeout capped at 120 seconds. Detection is signature-based HTML/header matching, not a headless browser, so it is evidence of presence, never proof of absence, and JavaScript-rendered technology is not executed or seen.

Usage Guidelines:

• When to use: Use for competitive technology research, B2B lead qualification and segmentation, ecommerce/payment-stack prospecting, or pulling the public contact and social links a company's own website exposes.

• When NOT to use: Do not use for a company's legal registration or corporate-registry status (use 'us_business_entity_search' or 'gleif_lei_search'), hiring signals (use 'linkedin_jobs_search' or 'glassdoor_jobs_search'), app-store sentiment (use 'google_play_reviews_search'), or a business's physical location and reviews (use 'google_maps_search').

• Named alternatives: Use 'us_business_entity_search' for state corporate registry records, 'gleif_lei_search' for global legal entity identifiers, 'linkedin_jobs_search' or 'glassdoor_jobs_search' for a company's open roles and employee sentiment, or 'google_maps_search' for a business's physical location and reviews.

Search official Tenders Electronic Daily notices by keywords, contracting authority, country, CPV code and publication date. Returns buyers, deadlines, estimated values, classifications and direct TED documents.

Behavioral Transparency:

• Execution: Network call executed synchronously in the cloud via Apify Actor 'captainhandsome/ted-eu-tender-search'.

• Side Effects: Reads public sources and creates a billed Actor run and dataset on your Apify account.

• Authentication: Requires APIFY_TOKEN environment variable.

• Latency & Limits: Typical run duration is 10-45 seconds; output is capped by max_results.

Usage Guidelines:

• When to use: Use for European public-procurement discovery, bid monitoring, buyer research and CPV market analysis.

• When NOT to use: Do not use for US grants (use 'grants_gov_opportunity_search') or completed US federal awards (use 'usaspending_contracts').

• Named alternatives: Use 'grants_gov_opportunity_search' for US funding opportunities or 'usaspending_contracts' for awarded US contracts.

Extract real-time live broadcasting streams, viewer counts, channel metadata, and game categories from Twitch.

Behavioral Transparency:

• Execution: Network call executed synchronously in the cloud via Apify Actor 'captainhandsome/twitch-live-streams-scraper'.

• Side Effects: Reads public sources and creates a billed Actor run and dataset on your Apify account.

• Authentication: Requires APIFY_TOKEN environment variable.

• Latency & Limits: Typical run duration is 10-25 seconds; timeout capped at 120 seconds.

Usage Guidelines:

• When to use: Use for live video broadcasting metrics, concurrent esports viewership tracking, influencer intelligence, and gaming category analysis.

• When NOT to use: Do not use for recorded video-on-demand archives, YouTube channels, or employment job boards.

• Named alternatives: Use 'glassdoor_jobs_search' for corporate hiring data, 'google_maps_search' for local retail directories, or 'airbnb_listings_search' for travel pricing.

Search United States federal procurement contracts, defense department awards, and prime agency obligations from the official USAspending database.

Behavioral Transparency:

• Execution: Network call executed synchronously in the cloud via Apify Actor 'captainhandsome/usaspending-federal-awards'.

• Side Effects: Reads public sources and creates a billed Actor run and dataset on your Apify account.

• Authentication: Requires APIFY_TOKEN environment variable.

• Latency & Limits: Typical run duration is 10-35 seconds; timeout capped at 120 seconds.

Usage Guidelines:

• When to use: Use for government contracting intelligence, prime federal vendor tracking, defense obligation amounts, and public procurement research.

• When NOT to use: Do not use for commercial retail leads, corporate equity SEC filings, or consumer vacation pricing.

• Named alternatives: Use 'sec_edgar_filings' for corporate 10-K annual reports, 'google_maps_search' for private commercial trade vendors, or 'glassdoor_jobs_search' for company hiring data.

Search public Secretary of State business registries across Florida, Alabama, and Wisconsin in one call, returning a normalized, source-tagged record per state match.

Behavioral Transparency:

• Execution: Network call executed synchronously in the cloud via Apify Actor 'captainhandsome/us-business-entity-search'.

• Side Effects: Reads public sources and creates a billed Actor run and dataset on your Apify account.

• Authentication: Requires APIFY_TOKEN environment variable.

• Latency & Limits: Typical run duration is 15-45 seconds without detail pages, longer with include_details enabled and with more states selected; timeout capped at 120 seconds.

Usage Guidelines:

• When to use: Use when a company name lookup should span multiple states at once, or when the entity's state of registration is unknown among Florida, Alabama, or Wisconsin.

• When NOT to use: Do not use for a single known state where a dedicated tool exists and is faster (e.g. 'alabama_business_search' or 'florida_new_filings_search'), for states outside this coverage, for officer/person-name lookups (use 'florida_officer_search'), or for contractor licences.

• Named alternatives: Use 'alabama_business_search' or 'florida_new_filings_search' for a single-state lookup, 'florida_officer_search' for a person-to-company search, or 'us_contractor_license_search'/'california_contractor_license_search' for licensed contractors rather than general business entities.

Geocode US street addresses into full Census Bureau geography, not just a pin: state and county FIPS, census tract and block GEOIDs, congressional district, incorporated place, school district and metro area (CBSA). Built on the official, public-domain Census Bureau geocoder.

Behavioral Transparency:

• Execution: Network call executed synchronously in the cloud via Apify Actor 'captainhandsome/us-census-geocoder'.

• Side Effects: Reads public sources and creates a billed Actor run and dataset on your Apify account.

• Authentication: Requires APIFY_TOKEN environment variable.

• Latency & Limits: Requests run five addresses at a time against the Census Bureau's geocoder with a 60-second timeout each; typical run duration is 10-60 seconds depending on list size, timeout capped at 120 seconds. Returns exactly one row per address, matched or not - output volume is set by the length of 'addresses', not by 'max_results'.

Usage Guidelines:

• When to use: Use to append census tract, block, county FIPS, congressional district or school district GEOIDs to US street addresses for demographic joins, site selection, fair-lending/CRA reporting, or district-based targeting.

• When NOT to use: Do not use for interactive place search, driving directions or points of interest; do not use for business entity or contractor license lookups (use 'us_business_entity_search' or 'us_contractor_license_search'). Addresses outside the United States are not supported.

• Named alternatives: Use 'us_business_entity_search' or 'us_contractor_license_search' for entity and licensing lookups instead of an address. No other tool in this toolset performs US address geocoding.

Search California CSLB and Oregon CCB contractor-license records from one call by business, qualifier, or person name, returning a normalized, source-tagged record per state match.

Behavioral Transparency:

• Execution: Network call executed synchronously in the cloud via Apify Actor 'captainhandsome/us-contractor-license-search'.

• Side Effects: Reads public sources and creates a billed Actor run and dataset on your Apify account.

• Authentication: Requires APIFY_TOKEN environment variable.

• Latency & Limits: Typical run duration is 15-45 seconds without detail pages, longer with include_details enabled and with more states selected; timeout capped at 120 seconds.

Usage Guidelines:

• When to use: Use for contractor vetting or lead building across California and Oregon in one call, or when it is not yet known which of the two states holds the licence.

• When NOT to use: Do not use for a single known state where a dedicated tool is faster (e.g. 'california_contractor_license_search'), for states outside California/Oregon, or for general business-entity (non-licence) registry lookups.

• Named alternatives: Use 'california_contractor_license_search' for a California-only lookup, or 'alabama_business_search'/'florida_new_filings_search'/'us_business_entity_search' for general business-entity registries rather than contractor licences.

Search US nonprofit and charity records from ProPublica Nonprofit Explorer. Returns organization identity, EIN, location, classification, and reported revenue, with optional IRS Business Master File and Form 990 financial detail.

Behavioral Transparency:

• Execution: Network call executed synchronously in the cloud via Apify Actor 'captainhandsome/us-nonprofit-search'.

• Side Effects: Creates a billed Actor run and dataset on your Apify account; queries public nonprofit and IRS-derived records.

• Authentication: Requires APIFY_TOKEN.

• Latency & Limits: Typical runs take 10-30 seconds without details and longer with Form 990 enrichment; timeout capped at 120 seconds.

Usage Guidelines:

• When to use: Use for nonprofit discovery, EIN lookup, charity research, grant-market analysis, and public Form 990 financial screening.

• When NOT to use: Do not use as a tax-exemption determination, charity recommendation, or substitute for the latest IRS record.

• Named alternatives: Use 'grants_gov_opportunity_search' for funding opportunities, 'us_business_entity_search' for state-registered businesses, or 'company_registry_search' for UK, French, and LEI entities.

Search the official Wisconsin DFI corporate registry by company name. Returns entity ID, legal name, entity type, registration date, and status, with optional agent, office, annual-report, former-name, and foreign-organization detail.

Behavioral Transparency:

• Execution: Network call executed synchronously in the cloud via Apify Actor 'captainhandsome/wi-business-entity-search'.

• Side Effects: Creates a billed Actor run and dataset on your Apify account; queries the public Wisconsin DFI registry.

• Authentication: Requires APIFY_TOKEN.

• Latency & Limits: Typical runs take 10-30 seconds without details and longer with detail pages; timeout capped at 120 seconds.

Usage Guidelines:

• When to use: Use for Wisconsin entity verification, status checks, registered-agent research, former-name discovery, and business lead enrichment.

• When NOT to use: Do not use for other states, contractor licences, or a legal good-standing determination.

• Named alternatives: Use 'us_business_entity_search' for a multi-state lookup, 'us_contractor_license_search' for licensed contractors.

Search public YouTube videos by keyword, returning title, channel, canonical video URL, view count, duration, and publish date - no YouTube Data API quota required.

Behavioral Transparency:

• Execution: Network call executed synchronously in the cloud via Apify Actor 'captainhandsome/youtube-search-scraper'.

• Side Effects: Reads public sources and creates a billed Actor run and dataset on your Apify account.

• Authentication: Requires APIFY_TOKEN environment variable.

• Latency & Limits: Typical run duration is 10-30 seconds; timeout capped at 120 seconds.

Usage Guidelines:

• When to use: Use for content research, competitor video monitoring, trend discovery, or building a list of videos on a topic.

• When NOT to use: Do not use for retrieving a video's transcript/captions, channel analytics dashboards, or non-YouTube platforms.

• Named alternatives: Use 'google_play_reviews_search' for app-store sentiment or 'linkedin_jobs_search' for job-market data; neither covers video content.