"Requesting an answer from a specific document" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
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
Query your Postgres from ChatGPT or Claude without exposing the database or handing over credentials. Run npx boltschema connect next to your database and it dials out over HTTPS — no inbound firewall rule, no open port, works with localhost and VPC-private databases. Read-only is enforced by a SQL guard, a Postgres READ ONLY transaction, and a scoped role generated for you.
Build, validate, deploy — HTTP APIs, cron jobs, webhooks and MCP tools — from your AI client. Air Pipe MCP token as a bearer credential, e.g. 'Authorization: Bearer <token>'. Create one at https://app.airpipe.io/
Read and edit DB Planner database schemas (DBML/SQL), Mermaid diagrams and board layouts from any MCP client. 40 tools with annotations and output schemas. OAuth sign-in, with read and write as separate scopes enforced server-side.
FirmLedger MCP server — the business record layer for modern discovery. Search and verify companies through AI assistants. Free access needs no key: business search, public company profiles, categories, countries, listing comparison, submission and claim preparation, current prices, and connection status. Pro access requires a FirmLedger API key on a Pro account and adds contact details, company relationships, moderated news, job search, domain checks, and account tools — analytics, leads, watchlist, notifications and tickets. Pro users can also let the assistant act for them, with confirmation on every action. Directory tools are read-only.
DBRE-grade SQL analysis inside any MCP client. No connection. No install. Paste a query.
Deploy a multi-user web app from your agent: hosting, auth, database, and permissions.
UN FAOSTAT global food & agriculture statistics over a local SQLite mirror, via MCP.
Deploy production REST and Neo4j Graph APIs from JSON schemas in seconds. 49 tools.
Answering Service Quotes: the site's own MCP server — dataset, enquiry (enquiry = a human...
Insurance by Profession: the site's own MCP server — dataset, enquiry (enquiry = a human...
Bank Code Lookup: the site's own MCP server — dataset, enquiry (enquiry = a human handoff, not a...
Roofing Quotes UK: the site's own MCP server — dataset, enquiry, entities (enquiry = a human...
Procedure Cost Checker: the site's own MCP server — dataset, enquiry (enquiry = a human handoff,...
Asbestos Survey Cost: the site's own MCP server — dataset, enquiry, entities (enquiry = a human...
ReceivableLedger: the site's own MCP server — dataset; every answer cites the site.
Landlord Database Check: the site's own MCP server — checker, enquiry (enquiry = a human...
RemitDeck: the site's own MCP server — dataset; every answer cites the site.
Bags That Pay: the site's own MCP server — dataset, enquiry, entities, listing (enquiry = a...
Every figure re-checked against SQL-computed facts; unsupported questions refused with the reason.
