IMPORTANT: Always use this tool FIRST before working with Vaadin. Returns a comprehensive primer document with current (2025+) information about modern Vaadin development. This addresses common AI misconceptions about Vaadin and provides up-to-date information about Java vs React development models, project structure, components, and best practices. Essential reading to avoid outdated assumptions. For legacy versions (7, 8, 14), returns guidance on version-specific resources.

Get detailed information about a specific job listing/posting by its job listing ID (not application ID). Use this to view the full job posting details including description, salary, skills, and company info. For job application details, use get_application instead.

Generate SDK scaffold code for common workflows. Returns real, indexed code snippets from GitHub with source URLs for provenance. Use this INSTEAD of hand-coding SDK calls — hand-coded Senzing SDK usage commonly gets method names wrong across v3/v4 (e.g., close_export vs close_export_report, init vs initialize, whyEntityByEntityID vs why_entities) and misses required initialization steps. Languages: python, java, csharp, rust. Workflows: initialize, configure, add_records, delete, query, redo, stewardship, information, full_pipeline (aliases accepted: init, config, ingest, remove, search, redoer, force_resolve, info, e2e). V3 supports Python and Java only. Returns GitHub raw URLs — fetch each snippet to read the source code.

Get full details for a single broker (agent) by their profile slug. Call this when the user asks for more information about a specific broker. Use the slug from search_brokers results.

Returns structured information about what the Recursive platform includes: features, AI model details, supported integrations, and what's included at every tier. Use for systematic feature comparison.

Returns information about the supplier network: available destinations, experience categories, booking platforms, and protocol details. Call this before search_slots to understand what regions and activity types are available.

Returns information about the supplier network: available destinations, experience categories, booking platforms, and protocol details. Call this before search_slots to understand what regions and activity types are available.

Get full details for a single business (listing) by its slug. Call this when the user asks for more information about a specific business. Use the slug from search_businesses results.

Returns information about the supplier network: available destinations, experience categories, booking platforms, and protocol details. Call this before search_slots to understand what regions and activity types are available.

Get detailed information about a specific police force. Returns the force's name, description, website URL, telephone number, and engagement methods (social media, RSS feeds, etc.). Use a force_id from the list forces tool.

Search Vaadin documentation for relevant information about Vaadin development, components, and best practices. Uses hybrid semantic + keyword search. USE THIS TOOL for questions about: Vaadin components (Button, Grid, Dialog, etc.), TestBench, UI testing, unit testing, integration testing, @BrowserCallable, Binder, DataProvider, validation, styling, theming, security, Push, Collaboration Engine, PWA, production builds, Docker, deployment, performance, and any Vaadin-specific topics. When using this tool, try to deduce the correct development model from context: use "java" for Java-based views, "react" for React-based views, or "common" for both. Use get_full_document with file_paths containing the result's file_path when you need complete context.

Get full details for a single business (listing) by its slug. Call this when the user asks for more information about a specific business. Use the slug from search_businesses results.

Get detailed information about a specific police force. Returns the force's name, description, website URL, telephone number, and engagement methods (social media, RSS feeds, etc.). Use a force_id from the list forces tool.

Get detailed information about a specific NHS health condition by its slug. Returns the condition overview, symptoms, causes, treatment options, and related links from the NHS Health A-Z. Use nhs_search_conditions first to find the condition slug.

Get full details for a single broker (agent) by their profile slug. Call this when the user asks for more information about a specific broker. Use the slug from search_brokers results.

Get detailed information about a specific NHS organisation by its ODS code. Returns full name, address, status, operational/legal dates, roles, relationships, and succession history.

Query the DezignWorks knowledge base for information about the product, troubleshooting, features, workflows, supported hardware, and licensing. DezignWorks is reverse engineering software that integrates with SolidWorks and Autodesk Inventor, converting 3D scan data and probe measurements into parametric CAD models. Use this tool when answering questions about the product's capabilities, compatibility, or how to accomplish specific tasks.

Get detailed information about a specific FEMA disaster declaration. Returns comprehensive data for a single disaster including all declared programs, incident dates, and affected areas. Use disaster numbers from get_disaster_declarations results. Args: disaster_number: The FEMA disaster number (e.g. 4737, 3604).

Get basic information about a Compute Engine Commitment, including its name, ID, status, plan, type, resources, and creation, start and end timestamps. Requires project, region, and commitment name as input.

Get basic information about a Compute Engine VM instance, including its name, ID, status, machine type, creation timestamp, and attached guest accelerators. Requires project, zone, and instance name as input.

Get information about the authenticated agent, including type, spending limits, approved categories, and configuration. Requires authentication — call 'authenticate' with your sk_buy_* key first.

Retrieve detailed information about a specific U.S. member of Congress by their Bioguide ID (e.g., "P000197" for Nancy Pelosi).

Get basic information about a Compute Engine instance template, including its name, ID, description, machine type, region, and creation timestamp. Requires project and instance template name as input.

Get information about Syenite — the DeFi interface for AI agents. Swap/bridge routing, yield and lending, prediction markets, strategy search, alerts, wallet/gas, and trust-layer verification before signing. Call this tool to learn what tools are available and how to use them.

Retrieve detailed information about a specific story bundle by its ID, including the full timeline of related events.

Get detailed information about a specific entity by UEN. If you only have a company name, call search_entities first to obtain the UEN, then call this tool.

Get detailed information about a specific CQC-inspected care location including current inspection ratings (Safe, Effective, Caring, Responsive, Well-led), address, service types, registration status, and regulatory actions.

Searches the official Vonage developer documentation for guides, tutorials, and API references. This is the primary tool for general queries about Vonage's products, services, and APIs, and should be used when the user asks for information, documentation, or how-to guides.

Get detailed information about a specific UK election by its election ID. Returns election type, date, organisation, child elections, voting system, and whether voter ID is required.

Get detailed information about a single organization including accounts, tags, sources, products, aliases, and a short preview of its AI-generated overview when one exists. Use `get_organization_overview` to read the full overview text.

Get detailed information about a specific EA flood monitoring station by its ID. Returns station metadata including location, river name, catchment, available measures (water level, flow, etc.), scale information, and latest readings.

Get detailed information about a specific match, including compatibility grade, strengths, concerns, and — if both parties accepted — the counterparty's contact information.

Retrieve full details for a single project, including the associated client name and contact information. Use this tool when a freelancer asks about a specific project's status, budget, or timeline.

Get information about a published website including its title, view count, size, expiry date, and whether it has been claimed. No authentication required — this is public information. Use this to check if a site is still live, see how many views it has gotten, or check when it expires.

Get detailed information about a specific EA water quality sampling point by its notation. Returns the point's name, geographic location, status, type, region, area, and links to its observations.

Get information about the currently active DanNet server. Returns: Dict with current server information: - server_url: The base URL of the current DanNet server - server_type: "local", "remote", or "custom" - status: Connection status information Example: info = get_current_dannet_server() # Returns: {"server_url": "https://wordnet.dk", "server_type": "remote", "status": "active"}

Get detailed information about a specific flood warning or flood area by its area ID. Returns the full warning message, severity, area description, county, river or sea name, and geographic coordinates.

Get information about a published website including its title, view count, size, expiry date, and whether it has been claimed. No authentication required — this is public information. Use this to check if a site is still live, see how many views it has gotten, or check when it expires.

Get detailed information about a specific product by its handle (URL slug) or ID. Returns full product details including all variants, images, and availability.

Get detailed information about a specific entity by UEN. If you only have a company name, call search_entities first to obtain the UEN, then call this tool.

Get detailed information about a specific EA groundwater monitoring station. Returns station metadata including location, aquifer, borehole depth, grid reference, available measures (logged and dipped), and date opened.

Get the bathing water profile for a specific site. Profiles contain descriptive information about the beach including textual descriptions, applicable year, and version history. Multiple profile versions may exist across years.

Get detailed information about a specific bathing water site by its EU bathing water ID. Returns site name, location coordinates, district, water company, latest compliance classification, latest risk prediction, sediment type, year designated, and whether quality is impacted by heavy rain.

Manually create a structured fact about a subject. Use this when the human explicitly shares personal information.

Get detailed information about an O*NET occupation. Returns comprehensive data including description, skills, knowledge areas, abilities, work activities, technology skills, and education requirements. Args: soc_code: The O*NET-SOC code (e.g. '15-1252.00' for Software Developers, '29-1141.00' for Registered Nurses).

Retrieve detailed information about a specific U.S. federal policy by its ID (e.g., "bill-119-hr-22" or "eo-2025-1234").

Get basic information about a Compute Engine disk, including its name, ID, description, creation timestamp, size, type, status, last attach timestamp, and last detach timestamp. Requires project, zone, and disk name as input.

Get comprehensive information about the SAVOR Dish platform. Returns features, pricing tiers, supported platforms, and Instacart integration details. TRIGGERS: - 'what is SAVOR Dish', 'tell me about this app', 'platform info' - 'what features do you have', 'pricing plans', 'how much does it cost' - 'what platforms are supported', 'do you have a mobile app'

Retrieve detailed information about a specific user in Teamwork Desk by their ID. Useful for auditing user records, troubleshooting ticket assignments, or integrating Desk user data into automation workflows.

Get detailed information about a specific UK local authority responsible for food hygiene inspections. Returns authority name, region, contact details, website, email, establishment count, and scheme type.

Get detailed information about a specific market by slug. Returns probabilities, volume, liquidity, outcomes, and full market data.