"How to use Google Search effectively" matching MCP connectors:
GET /v1/connectors — MCP directory API referenceMatching Connector Tools:
Persistent knowledge graph for AI-augmented teams. Store decisions, findings, and standing rules across agent sessions with semantic search and typed connections. Includes cross-session memory, audit trail, workspace isolation, and secret detection. Built for teams running agents that need to remember. Free until launch with team tier as default, anon trial available.
Entity resolution — data mapping, SDK code generation, docs search, and error troubleshooting
AMZScout Skill + MCP gives AI agents live access to real Amazon marketplace data across 14 Amazon marketplaces. Analyze any ASIN, validate product ideas, research niches, compare competitors, discover profitable keywords, and build data-driven PPC strategies using trusted Amazon insights instead of AI assumptions. Works with Claude, ChatGPT, Cursor, and any other MCP-compatible AI client. To connect, you'll need an AMZScout API plan and authorize your account. Get access and view pricing here: https://learn.amzscout.net/amazon-product-api-for-ai-agents
Search hotels, restaurants, attractions and get details worldwide.
Connect your AI to any database — PostgreSQL, MySQL, or SQL Server — in seconds.
RedM / RDR3 docs MCP server: native lookups, semantic search, VORP, RSGCore, oxmysql.
Search 32,000+ wineries: tasting fees, hours, reservations, amenities, and curated guides.
Conselho Regional de Odontologia TO: Cadastro, official-source lookup. Platform-hosted, pay per quer
Search the Perfume Picks fragrance database: 13,000+ scents with notes, dupes, and wear data.
Search the Pour Picks bourbon & whiskey database: 4,700+ bottles with tasting profiles and prices.
Search, compare & filter 102,191 European car variants — 180 specs, 19 languages, EV data.
AI access to Quadratic spreadsheets: open files, run Python/SQL, query connected databases.
Resolve Japanese food names to nutrition facts. All 2,538 foods from Japan's official tables.
Connect your AI to your Well financial data - invoices, companies, contacts.
A unified biomedical graph database that integrates 50+ primary data sources — genes, proteins, compounds, diseases, pathways, and clinical data — into a single queryable graph with billions of cross-reference edges. Its native MCP server gives LLMs direct access to structured, authoritative biomedical data, complementing their reasoning with reliable identifiers and up-to-date database content.
It connects with Smart Data models database with more than 1000 open licensed data models and helps you to create applications and systems interoperable with existing standards or real applications
Interact with your Google Bigtable resources using natural language commands.
Interact with your Google Cloud Datastream resources using natural language commands.
The BigQuery remote MCP server is a fully managed service that uses the Model Context Protocol to connect AI applications and LLMs to BigQuery data sources. It provides secure, standardized tools for AI agents to list datasets and tables, retrieve schemas, generate and execute SQL queries through natural language, and analyze data—enabling direct access to enterprise analytics data without requiring manual SQL coding.
Create, manage, and query your Google Cloud SQL resources.
