Query Streams MCP

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Query Streams securely connects MCP clients to live databases through the Query Streams Cloud Network, with no VPNs, inbound ports, or complex setup.

What can you do with Query Streams MCP?

  • Natural-language querying — Ask questions in plain English and have them turned into SQL against connected databases.
  • Schema-aware answers — Nova learns your database schema automatically so queries and results fit your actual tables.
  • Result profiling — Summarise large result sets and check data quality before the AI client relies on them.
  • Change and anomaly detection — Detect spikes, level changes, and diffs between two held results.
  • Freshness filtering — Read only new rows since a prior point using data freshness and changed-since views.
  • Result shaping — Control row counts, column trimming, and token budgets so results fit your AI client.

Documentation

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Setup

6

Nova AI

8

Query Streams docs category icon for API to SQL connector setup, showing REST braces feeding into database table rows

API to SQL Connector Setup

14

Data Connector Setup

26

Query Streams docs category icon for Articles, showing fanned pages with a data ribbon flowing across them

Articles

51

Query Streams docs category icon for Automations, showing a scheduling clock over a result sheet with refresh arcs

Automations

96

Query Streams docs category icon for Data, showing database cylinders converging into a single connection node

Data

2

Query Streams docs category icon for the MCP Server, showing a hexagonal gateway hub routing AI client connections

MCP Server

75

Query Streams docs category icon for Security and Trust, showing a shield with a verification check and a secure outbound connection

Security & Trust

1

Query Streams docs category icon for File Set Connectors, showing a folder of file cards with a ribbon of rows flowing out into a single result table

File Set Connectors

14

Query Streams docs category icon for SQL filter parameters, showing a wide data ribbon narrowing through a filter gate

Filter Parameters

1

Query Streams docs category icon for the REST API platform, showing an endpoint plate with an access key and ribbons fanning out

Database REST API

61

View Categories

Query Streams docs category icon for the MCP Server, showing a hexagonal gateway hub routing AI client connections

MCP Server

75 Docs

Tuning What Your AI Client Receives

Last Updated: October 18, 2026

AI-Ready Databases: Semantic Intelligence for Your AI Client

Last Updated: October 18, 2026

Segments and Statistical Comparison for Your AI Client

Last Updated: October 26, 2026

Anomalies and Change Detection: Spikes and Level Changes via MCP

Last Updated: October 26, 2026

Result Diff: What Changed Between Two Held Results

Last Updated: October 26, 2026

Data Freshness and Changed-Since: Read Only New Rows via MCP

Last Updated: October 18, 2026

Follow-Up Questions on a Held Result, Without Re-Running the Query

Last Updated: October 26, 2026

Data-Quality Report: Check Your Data Before Your AI Client Uses It

Last Updated: October 18, 2026

Profile a Result: Summarise a Million Rows in One MCP Call

Last Updated: October 18, 2026

Shape First: Row Count and Size Before Your AI Client Reads a Table

Last Updated: October 18, 2026

Client-Aware Defaults: Result Sizes for Every MCP Client

Last Updated: October 18, 2026

Column and Cell Shaping: Trim Long Text Before It Reaches Your AI

Last Updated: October 18, 2026

Token Budget: Results Sized for Your AI Client, Never Cut Silently

Last Updated: October 18, 2026

Schema That Fits: Navigate Large Databases by Business Area via MCP

Last Updated: October 18, 2026

Analyse Your Data with Your AI Client: What Your Network Agent Does

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Connect Query Streams to Claude and ask questions about your databases in plain language. Claude reads your schema, your saved queries and your Semantic Intelligence model live, runs read-only SQL through your Network Agent, and never sees a database password. Your AI client asks; the Network Agent, its partner inside your network, does the heavy...

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