"Information or Uses for a Rag" matching MCP tools:

• generate_3d_model

  Sats4AI - Bitcoin-Powered AI Tools

  Convert a single photo into a textured 3D GLB model. Uses Seed3D — generates accurate geometry and materials from one image. Async — returns requestId, poll with check_job_status. 350 sats per model. Pay per request with Bitcoin Lightning — no API key or signup needed. Requires create_payment with toolName='generate_3d_model'.

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• brave_summarizer

  brave

  Retrieves AI-generated summaries of web search results using Brave's Summarizer API. This tool processes search results to create concise, coherent summaries of information gathered from multiple sources. When to use: - When you need a concise overview of complex topics from multiple sources - For quick fact-checking or getting key points without reading full articles - When providing users with summarized information that synthesizes various perspectives - For research tasks requiring distilled information from web searches Returns a text summary that consolidates information from the search results. Optional features include inline references to source URLs and additional entity information. Requirements: Must first perform a web search using brave_web_search with summary=true parameter. Requires a Pro AI subscription to access the summarizer functionality.

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• compare_prices

  SwissDeals

  Compare a product's price across all Swiss retailers. Requires a product name or EAN barcode. Returns current price, original price, 30-day average, 90-day minimum, and promotion status per retailer. Uses the canonical product database — only works for products matched via EAN barcode. Free — does not consume credits.

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• knowledge_query

  DialogBrain

  Answer questions using knowledge base (uploaded documents, handbooks, files). Use for QUESTIONS that need an answer synthesized from documents or messages. Returns an evidence pack with source citations, KG entities, and extracted numbers. Modes: - 'auto' (default): Smart routing — works for most questions - 'rag': Semantic search across documents & messages - 'entity': Entity-centric queries (e.g., 'Tell me about [entity]') - 'relationship': Two-entity queries (e.g., 'How is [entity A] related to [entity B]?') Examples: - 'What did we discuss about the budget?' → knowledge.query - 'Tell me about [entity]' → knowledge.query mode=entity - 'How is [A] related to [B]?' → knowledge.query mode=relationship NOT for finding/listing files, threads, or links — use workspace.search for that.

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• stock_price_lite

  Inferventis MCP Server

  Retrieves the current trading price for a publicly listed stock by ticker symbol. Returns the current price as a single numeric value. This is a lightweight variant of stock_quote — it omits intraday high/low, percentage change, previous close, company name, sector, and exchange metadata. Use stock_price_lite when only the raw current price is needed for a quick lookup or calculation. Prefer stock_quote when the agent also needs price change, intraday range, company information, or a fully structured response suitable for portfolio reporting. Does not support cryptocurrency prices — use crypto_price for full market data (price, volume, market cap) or crypto_price_lite for a lightweight spot price lookup.

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• get_business

  Venturu

  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.

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• scheduling_book

  Servicialo MCP Server

  Book a session (Servicialo spec). Returns confirmation_credential (opaque token, valid 30 min) and booking_id. Use scheduling_confirm with the credential to finalize. Does NOT require an API key — uses requester identity (fullName + email or phone). Accepts optional submission context for audit trail.

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• stock_price_lite

  Inferventis MCP Server

  Retrieves the current trading price for a publicly listed stock by ticker symbol. Returns the current price as a single numeric value. This is a lightweight variant of stock_quote — it omits intraday high/low, percentage change, previous close, company name, sector, and exchange metadata. Use stock_price_lite when only the raw current price is needed for a quick lookup or calculation. Prefer stock_quote when the agent also needs price change, intraday range, company information, or a fully structured response suitable for portfolio reporting. Does not support cryptocurrency prices — use crypto_price for full market data (price, volume, market cap) or crypto_price_lite for a lightweight spot price lookup.

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• lookup_zoning

  Buildability™ — Property Zoning & Buildability™ Intelligence

  Look up the zoning designation and development standards for any U.S. property address. USE WHEN: user asks 'what zone is this', 'what's the zoning', 'what can I build on this lot', 'is this residential or commercial', 'can I build a duplex here', or any question about permitted uses. RETURNS: zone code (e.g., R-1, C-2, MU-3), zone description, permitted uses list, conditional uses, overlay districts, max FAR, max height, setbacks (front/side/rear), lot coverage, and parking requirements.

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• hmrc_get_vat_rate

  UK Legal Research

  Look up the UK VAT rate for a commodity or service type. Returns the rate category (standard 20%, reduced 5%, zero 0%, exempt), effective date, and any relevant conditions or exceptions. Uses a static lookup table current as of 22 Nov 2023 (Autumn Statement). Rates may have changed — always verify against GOV.UK for recent Budgets.

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• lz_oft_send

  Tenzro LayerZero V2 MCP

  Build transaction calldata for an OFT (Omnichain Fungible Token) send() call on any OFT contract. OFT V2 uses uint64 amountSD (shared decimals) instead of uint256 amountLD. Returns the hex-encoded calldata for OFT.send(SendParam, MessagingFee, refundAddress). The caller must first call lz_quote_fee or lz_oft_quote to get the messaging fee, then sign and broadcast this transaction with msg.value = nativeFee.

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• GetIAPDFirmDetail

  Fintel Discovery — Financial Intelligence for AI Agents

  Retrieve the full Form ADV filing detail for one RIA firm by its CRD number. Returns all Form ADV Part 1 fields: client types, advisory activities, fee arrangements, custody information, office locations, and affiliated entities. Use this tool when: - You have a firm CRD (from SearchIAPDFirm) and want complete ADV detail - You need office locations, custodians, or affiliated BD information - You are building a detailed profile for a prospect RIA firm Source: SEC IAPD public API. No API key required.

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• get_product

  discovery

  <tool_description> Get detailed product information by ID. Alias for nexbid_product. </tool_description> <when_to_use> When you have a product UUID from list_products or nexbid_search. </when_to_use> <combination_hints> list_products → get_product → create_media_buy or nexbid_purchase. </combination_hints> <output_format> Full product details: name, description, price, currency, availability, brand, category, link. </output_format>

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• search_vaadin_docs

  docs-mcp

  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.

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• stock_price_lite

  Inferventis — Financial Data, News & Web MCP

  Retrieves the current trading price for a publicly listed stock by ticker symbol. Returns the current price as a single numeric value. This is a lightweight variant of stock_quote — it omits intraday high/low, percentage change, previous close, company name, sector, and exchange metadata. Use stock_price_lite when only the raw current price is needed for a quick lookup or calculation. Prefer stock_quote when the agent also needs price change, intraday range, company information, or a fully structured response suitable for portfolio reporting. Does not support cryptocurrency prices — use crypto_price for full market data (price, volume, market cap) or crypto_price_lite for a lightweight spot price lookup.

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• validate_cuil

  LatAm Business Tools

  Validates an Argentine CUIL (Código Único de Identificación Laboral) — the labor identification number for individuals in Argentina, used for employment records and social security (ANSES). Uses the same weighted modulo-11 checksum as CUIT. Returns { valid: boolean, cuil: string } or { valid: false, reason: string }. Use when processing Argentine payroll, employment contracts, or any social security compliance workflow.

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• get_form_questions

  Dashform MCP Server

  Get the list of questions for this funnel. Returns question keys, types, descriptions, and options. Call this BEFORE check_fit or book_appointment to understand what information to collect from leads.

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• generate_content

  SendIt

  Generate AI-powered platform-optimized content without publishing. Uses AI to create platform-specific text, hashtags, and titles from a prompt or media URL. Respects brand voice profiles if configured. Returns generated content variants for each target platform. Use publish_content to publish the generated content, or publish_ai to generate and publish in one step.

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• chunk_text

  Toolora MCP Server

  Use this tool to split long text into smaller, overlapping chunks suitable for embedding, vector storage, or RAG pipelines. Triggers: 'chunk this document for RAG', 'split this into embeddings', 'break this into segments', 'prepare this text for a vector database'. Returns an array of chunks with index, text, character count, and estimated token count. Essential before embedding or storing text in a vector database.

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• validate_address

  Easyship

  Validate a shipping address. Works for both US domestic and international addresses. If `country_alpha2` is "US" or omitted, uses the domestic validation endpoint. Otherwise, uses the international validation endpoint. Required authorization scope: - `public.address_validation_domestic:write` for US addresses. - `public.address_validation:write` for international addresses. > This API requires an updated contract with Easyship. Contact your account manager or Easyship Support Team. Args: line_1: Address line 1 (street address). city: City name. country_alpha2: Country code in Alpha-2 format (ISO 3166-1). Omit or use "US" for US domestic validation. state: State or province. Required for AU, CA, CN, ID, MX, MY, TH, US, VN. line_2: Address line 2 (apartment, suite, etc.). postal_code: Postal or ZIP code. company_name: Company name. replace_with_validation_result: Whether to replace the address with the validation result. Default: false. Returns: Address validation result with suggested corrections, or an error.

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