"Search for VectorCode" matching MCP tools:

• search

  Sofya

  Search the web for current information on any topic. Returns extracted page content, not just snippets. Best for factual lookups, specific questions, or when you need a list of sources. For open-ended questions that need synthesis across many sources, use the research tool instead. For news queries (current events, breaking news, politics, world events), set topic="news" to search news sources specifically. This returns recent articles with publication dates. Set include_answer=true to get an AI-synthesized answer alongside results (adds 5 credits). This is the sweet spot for most agent tasks, e.g. basic + include_answer = 8 credits, much cheaper than a full 25-credit research call. Returns: query, answer (if requested), results (array of {title, url, content, description, fetched, published_date}), search_depth, topic, elapsed_ms, credits_used, credits_remaining, altered_query. Args: query: The search query search_depth: "basic" (default) for extracted page content (3 credits), "snippets" for SERP snippets only without page fetching (1 credit) max_results: Number of results (default 10, max 20) include_answer: Generate an AI answer that synthesizes the search results (adds 5 credits) include_domains: Only include results from these domains (max 10) exclude_domains: Exclude results from these domains (max 10) topic: "general" for web search, "news" for news articles. use "news" for current events, breaking news, politics, or any time-sensitive query freshness: Filter by recency - "day", "week", "month", "year", or "YYYY-MM-DD:YYYY-MM-DD"

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• search

  MedRates

  Search for medical procedure prices by code or description. Use this for direct lookups when you know a CPT/HCPCS code (e.g. "70551") or want to search by keyword (e.g. "MRI", "knee replacement"). For code-like queries → exact match on procedure code. For text queries → searches code, description, and code_type fields. Supports filtering by insurance payer, clinical setting, and location (via zip code or lat/lng coordinates with a radius). NOTE: Results are from US HOSPITALS only — not non-US providers, independent imaging centers, ambulatory surgery centers (ASCs), or other freestanding facilities. Args: query: CPT/HCPCS code (e.g. "70551") or text search (e.g. "MRI brain"). Must be at least 2 characters. code_type: Filter by code type: "CPT", "HCPCS", "MS-DRG", "RC", etc. hospital_id: Filter to a specific hospital (use the hospitals tool to find IDs). payer_name: Filter by insurance payer name (e.g. "Blue Cross", "Aetna"). plan_name: Filter by plan name (e.g. "PPO", "HMO"). setting: Filter by clinical setting: "inpatient" or "outpatient". zip_code: US zip code for geographic filtering (alternative to lat/lng). lat: Latitude for geographic filtering (use with lng and radius_miles). lng: Longitude for geographic filtering (use with lat and radius_miles). radius_miles: Search radius in miles from the zip code or lat/lng location. page: Page number (default 1). page_size: Results per page (default 25, max 100). Returns: JSON with matching charge items including procedure codes, descriptions, gross charges, cash prices, and negotiated rate ranges per hospital.

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• tourradar_vertex-tour-title-search

  MolTravel

  [tourradar] Search for tours by title using AI-powered semantic search. Returns a list of matching tour IDs and titles. Use this when you need to look up a tour by name. When you know tour id, use b2b-tour-details tool to display details about specific tour

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• tourradar_vertex-review-search

  MolTravel

  [tourradar] Search tour reviews using AI-powered semantic search. Requires tourIds to scope results to specific tours. Use this when the user asks about reviews, feedback, or experiences for specific tours. Combine with an optional text query to find reviews mentioning specific topics (e.g., 'food', 'guide', 'accommodation'). When you don't have tour IDs, use vertex-tour-search or vertex-tour-title-search first to find them.

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• contact_search

  DataMerge MCP

  POST /v1/contact/search. Search for contacts at specified companies. Returns a job_id (async, 202). enrich_fields required (at least one of contact.emails or contact.phones). Use company_list (slug) instead of domains to search a saved list.

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• company_search

  UK Property Data

  Search Companies House for a company by name.

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• rxnorm_search

  Medical Terminologies MCP

  Search for drugs in RxNorm (Normalized names for clinical drugs). Use this tool to: - Find drug concepts by brand or generic name - Look up medications for prescribing - Search for drug formulations Returns matching drugs with RxCUI identifiers, names, and term types.

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• search

  Dynamoi

  OpenAI ChatGPT Deep Research / Connectors search contract. Returns matching Dynamoi artists, campaigns, and Smart Links so they can be cited in a deep-research session. For regular ChatGPT chat use dynamoi_search instead.

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• bing_search

  Searchapi

  Search the web using Bing. Returns organic results, related searches and more. Alternative to Google for web search with different ranking algorithms and results.

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• search

  AnySearch

  Execute a search and return ranked Markdown results (title, URL, snippet). ## Two modes ### Mode 1 — General web search (no list_domains needed) Omit domain and sub_domain entirely. Use when the query is open-ended and does not target a specific structured data source. Example: search(query="what is quantum computing") ### Mode 2 — Vertical search (call list_domains first) Use when the query targets a specific domain: stocks, patents, flights, CVEs, weather, academic papers, etc. Steps: 1. Call list_domains to get the sub_domain and mandatory query format for the target domain. 2. Pass domain + sub_domain from list_domains output. Never guess them. 3. Format query exactly as specified in the query_format column — wrong format = wrong results. **IMPORTANT: For any query that may belong to a supported vertical domain, ALWAYS call list_domains first — vertical search produces significantly better results than general web search.** ## Decision rule — which mode to use Use Mode 2 (vertical) when ANY of these apply: - Query involves a ticker, DOI, CVE, IATA code, patent number, address, or other structured identifier - Query targets a specific vertical: finance, legal, academic, security, travel, geo, environment, etc. - User asks for real-time or specialized data (stock price, weather, flight status, drug info, etc.) Use Mode 1 (general) when the query is purely conversational or open-ended with no structured lookup. ## After getting results — when to call extract Search returns titles + snippets only. Call extract when: - The snippet is truncated or insufficient to answer the question - User asks to read, summarize, or get details from a specific URL - You need to verify a claim or fact from the source page - The answer requires data only visible in the page body (tables, sections not in snippet) ## Query decomposition One intent per search call. For 2–5 independent queries use batch_search instead. WRONG: search(query="AAPL price and earnings and analyst rating") RIGHT: batch_search(queries=[{query:"AAPL price",...}, {query:"AAPL earnings",...}])

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• search

  cyclesite-mcp-server

  OpenAI deep-research / company-knowledge compatibility. Search Cyclesite's active UK used-bike listings by free-text query (matches title, brand, model). Returns the canonical OpenAI shape: { results: [{ id, title, url }] }. Use the id to call fetch() for the full document.

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• tourradar_b2b-cities-search

  MolTravel

  [tourradar] Use this when you need to find city IDs for tour search filters like start city, end city, or cities to visit. Searches for cities by name within a specific country. Supports multiple name variants to handle different spellings (e.g., Krakow, Kraków, Cracow).

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• hs_code_lookup

  FreightUtils MCP Server

  Search 6,940 Harmonized System tariff codes. HS codes are 6-digit international product classification codes used for customs. Provide a search term or exact code.

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• search

  mcp-server

  Semantic search across filings, companies, insiders, and managers. Powerful cross-platform search using PostgreSQL full-text search. Perfect for finding specific events, people, or companies.

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• search_ted_fts

  mcp-ted

  Search TED notices using full-text search (BM25 via Tantivy). Best for keyword matching and exact phrase searches. Args: query: The search query string limit: Maximum number of results (default: 10) procurement_type: Filter by procurement type (optional) Returns: Search results ranked by BM25 text relevance

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• search_parcels

  Cenogram - Polish Real Estate Data

  Search for land parcels by parcel ID prefix (autocomplete). Returns matching parcels with their district, area, and GPS coordinates. Useful for finding exact parcel IDs, then searching transactions nearby. Example: search for parcels starting with '146518_8.01'.

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• search

  Northwestern University Libraries Digital Collections API

  Search for works in the Digital Collections using field-based and/or natural language queries. If both a natural language query and specific field values are provided, the natural language query will take priority, using the specified field values as additional constraints. The result will also include a list of aggregations that show how many results match different values for certain fields. For example, you could see how many results match each collection, work type, or visibility and use that information to refine your search. Perform an empty search to retrieve all works and their aggregations. NOTE: Structured field values enclosed in double quotes will be treated as exact, case-sensitive matches, while unquoted values will be treated as full-text searches.

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• trivago_trivago-accommodation-search

  MolTravel

  [trivago] Search for accommodations and hotels on Trivago. Use this tool when you want to find accommodations in broader areas like cities, countries, etc. If you are interested in a specific location, use the trivago-accommodation-radius-search tool. Additional Information: { "knownInformation": { "currentYear": "2026", "today": "2026-05-26" } }

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• search

  CompShop

  Free-text search across the CompShop directory of compensation surveys. Returns matching vendors, reports, job families, and positions. Use for open-ended discovery questions like 'biotech surveys in Europe' or 'CEO compensation data'.

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• search-parts

  PartsTable

  Search for IT hardware parts on eBay using the Browse API. Automatically normalizes the part number before searching. Requires EBAY_CLIENT_ID and EBAY_CLIENT_SECRET environment variables. Returns prices, conditions, sellers, and item URLs.

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