Read-only MCP over your Excel or Airtable plus the PDFs beside it, joined as one relational dataset.
Connect Remote server
claude mcp add --transport http docquery https://docquery.io/api/v1/mcp --header "Authorization: Bearer <YOUR_API_KEY>"
{
"mcpServers": {
"docquery": {
"url": "https://docquery.io/api/v1/mcp",
"headers": {
"Authorization": "Bearer <YOUR_API_KEY>"
}
}
}
}
{
"servers": {
"docquery": {
"type": "http",
"url": "https://docquery.io/api/v1/mcp",
"headers": {
"Authorization": "Bearer <YOUR_API_KEY>"
}
}
}
}
Settings > Connectors > Add custom connector
URL: https://docquery.io/api/v1/mcp
Replace the values in angle brackets with your own. Keys stay on your machine; we never see them.
Tools 4 found in our last check
list_tablesList all tables in the workspace. Call this first to learn table and column slugs. Returns slug, name, row_count, and columns (slug, name, type, primary_key) for each table. Document-extracted tables include source_document {id, filename, url}. source_document is null for CSV, E…
list_relationsList the relations (foreign keys) between tables in the workspace. Each relation has from and to as "table_slug.column_slug" and a kind. Use it to find which columns link two tables before calling related_rows. Read-only; returns an empty list when no relations are defined.
query_tableRead rows from a table. Optional filter is an exact-match map of column slug => value; optional search is a case-insensitive substring match across all cells. Returns source_document for the table (null for spreadsheets and Airtable). Each row includes source_page: the 1-based P…
related_rowsFollow a relation from a source table to the rows it links to. Given a column on `table_slug` that participates in a relation and a `value` (usually a cell from a source row), returns the matching rows in the linked table. Works in both directions. Each linked table includes sou…
Headers
| Name | Description |
|---|---|
AuthorizationRequired, secret | Bearer token: your DocQuery workspace API key (try dq_demo_readonly for example data). |
Details
| Endpoint | https://docquery.io/api/v1/mcp (Streamable HTTP) |
| First published | 12 Nov 2026 |
| Last updated | 12 Nov 2026 |
| Registry name | io.docquery/docquery |
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