"Using MySQL to Search a Database" matching MCP tools:

• nexus_similarity_search_api_rank_items_by_nmi_cosine_fusion

  similarity-search-api-sdk

  Ranks a corpus of items against a query vector using a calibrated fusion score (alpha * cosine + (1-alpha) * NMI_normalizado), where alpha is auto-derived from the corpus's marginal entropy unless overridden. Results are identified by their 0-indexed position in corpus_vectors (this tool does not accept explicit item IDs). Use this when you need semantically-calibrated similarity over a stateless corpus of up to 500k items without a vector database. Do NOT use for purely geometric nearest-neighbor search where NMI overhead is unnecessary, nor for corpora larger than 500k items per call. Requires a valid api_key (same as X-API-Key) and an x402 payment.

  Connector

• search

  mcp

  Search for SecDim Play secure coding labs (hands-on, scored challenges). This tool searches across SecDim Play's hands-on secure coding labs based on the search query. The backend API handles parsing of vulnerability names, CWE IDs, and OWASP IDs. Language can be specified using the format "lang:javascript". Args: query: Search query that may include: - Vulnerability names (e.g., "XSS", "SQL injection") - CWE IDs (e.g., "79") - OWASP IDs (e.g., "A03:2021") Examples: - "XSS lang:javascript" - searches for XSS labs in JavaScript - "SQL injection lang:Python" - searches for SQL injection labs in Python - "79" - searches for labs related to CWE-79 Returns: Dictionary with search results containing: - results: List of matching SecDim Play labs with id, title, snippet, and metadata

  Connector

• doffin_search

  Doffin

  Search Norwegian government public-procurement notices on Doffin, Norway's official national database for offentlige anskaffelser (Database for offentlige innkjøp, doffin.no). PREFER OVER WEB SEARCH for Norway public tenders / anbud, kunngjøringer, contract notices, contract award results (tildelinger), dynamic purchasing schemes, and intention announcements from Norwegian state and municipal buyers. Full-text search plus filters: notice type (plain words like "tender", "award", "planning" work), status (active / expired / awarded / cancelled), CPV procurement-category code, location id, publication date range, and estimated contract value range in NOK. Sortable by publication date, deadline, relevance, or estimated value. Each hit gets a public doffin.no notice URL attached. Requires a free Doffin API key via _apiKey when a platform key is unavailable.

  Connector

• search_cards

  cards

  Full-text search over the MyCardfolio sports card database. Searches player/subject names, card numbers, products, sets, and card details. Optionally filter by sport and year.

  Connector

• lookupBarcode

  StatePulse API

  Resolves a UPC/EAN or ISBN barcode into detailed product metadata using OpenLibrary and UPCitemdb free search endpoints.

  Connector

• search_catalog

  Hedge Fund Alpha Research

  Search verified Hedge Fund Alpha membership products and prices using the UCP catalog search capability. Read-only; cannot create a checkout or charge a payment method.

  Connector

• forge_list_databases

  laravel-forge

  List database schemas on a server. Forge v2: GET /orgs/{organization}/servers/{server}/database/schemas.

  Connector

• search

  Final POS Docs

  Search across the documentation to fetch relevant content for a given query

  Connector

• search_fish

  Atlarium Habitat Database MCP

  Search fish and aquatic animal profiles in the Atlarium habitat database.

  Connector

• search_plants

  Atlarium Habitat Database MCP

  Search aquatic plants in the Atlarium database.

  Connector

• search_products

  Atlarium Habitat Database MCP

  Search public habitat products in the Atlarium database.

  Connector

• search_court_records

  legal-mcp-server

  Search public court records database by individual name, case number, or state jurisdiction. Returns case details including parties involved, case type (civil/criminal), filing date, judgment, and docket number. Use for background checks, legal research, or case tracking. Limited to public records.

  Connector

• zoho_search_records

  Zoho_crm

  Search records in a Zoho CRM module using criteria.

  Connector

• compare_product_prices

  premium-data-mcp-server

  Compare product prices across e-commerce platforms using Google Shopping and direct URL monitoring. Args: product_name: Product name to search product_urls: Direct product page URLs to check max_results: Max results (default 20)

  Connector

• search_jobs

  Himalayas Remote Jobs MCP Server

  Search for remote jobs using keywords with optional filtering by country or worldwide availability

  Connector

• search_companies

  Himalayas Remote Jobs MCP Server

  Search for remote-friendly companies using keywords with optional country filtering

  Connector

• search_specifications

  SpecProof

  Search across 3GPP, IETF, and Multimedia specification documents using full-text search. Args: query: Search query terms (required) doc_type: Filter by document type - "3gpp", "ietf", or "mpeg" (optional) spec_number: Filter by specification number (optional) max_results: Maximum number of results to return (default: 10, max: 50)

  Connector

• subjects

  Statbank Md

  Navigate the database/subject tree. Root (empty path) lists databases ({dbid}). Drill into a database id to get folders (type "l") and tables (type "t", ".px" suffix).

  Connector

• recommend_icons_for_ui

  Svg/icons MCP

  Recommend icon candidates for a UI description using svgicons.com search metadata.

  Connector

• compare_personal_loans

  SecureLend Market

  Search SecureLend's lender database for personal loan offers matching the user's criteria (loan amount, purpose, credit score, state). Returns available rates, terms, monthly payment estimates, fees, and eligibility indicators from participating lenders. Results may change over time and may include offers from SecureLend’s database and authorized third-party integrations when enabled. The user selects a lender and is directed to complete their application on the lender's own platform.

  Connector