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QuestDB (Time-Series) MCP Server for WindsurfGive Windsurf instant access to 4 tools to Execute Sql, Export Data, Import Data, and more

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Windsurf brings agentic AI coding to a purpose-built IDE. Connect QuestDB (Time-Series) through Vinkius and Cascade will auto-discover every tool. ask questions, generate code, and act on live data without leaving your editor.

Ask AI about this MCP Server for Windsurf

The QuestDB (Time-Series) MCP Server for Windsurf is a standout in the Databases category — giving your AI agent 4 tools to work with, ready to go from day one.

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Classic Setup·json
{
  "mcpServers": {
    "questdb-time-series": {
      "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    }
  }
}
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* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure

About QuestDB (Time-Series) MCP Server

Connect your QuestDB instance to any AI agent to perform high-speed time-series analysis and data management using natural language.

Windsurf's Cascade agent chains multiple QuestDB (Time-Series) tool calls autonomously. query data, analyze results, and generate code in a single agentic session. Paste Vinkius Edge URL, reload, and all 4 tools are immediately available. Real-time tool feedback appears inline, so you see API responses directly in your editor.

What you can do

  • SQL Execution — Run complex SQL queries, DDL, and DML operations optimized for time-series data.
  • High-Speed Ingestion — Import tabular data (CSV/TSV) directly into tables with automatic schema creation and partitioning.
  • Data Export — Extract large datasets in CSV or Parquet formats for external analysis or reporting.
  • Health Monitoring — Instantly check server status and version information to ensure your database is operational.

The QuestDB (Time-Series) MCP Server exposes 4 tools through the Vinkius. Connect it to Windsurf in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

All 4 QuestDB (Time-Series) tools available for Windsurf

When Windsurf connects to QuestDB (Time-Series) through Vinkius, your AI agent gets direct access to every tool listed below — spanning time-series, sql, data-ingestion, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.

execute

Execute sql on QuestDB (Time-Series)

Use this for standard SELECT, INSERT, or DDL operations. Execute SQL statements (queries, DDL, DML) on QuestDB

export

Export data on QuestDB (Time-Series)

Useful for extracting large datasets. Export query results as CSV or Parquet

import

Import data on QuestDB (Time-Series)

Automatically creates tables and columns if they do not exist. Import tabular data (CSV, TSV) into a table

action

Ping on QuestDB (Time-Series)

Health check and version information

Connect QuestDB (Time-Series) to Windsurf via MCP

Follow these steps to wire QuestDB (Time-Series) into Windsurf. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.

01

Open MCP Settings

Go to Settings → MCP Configuration or press Cmd+Shift+P and search "MCP"
02

Add the server

Paste the JSON configuration above into mcp_config.json
03

Save and reload

Windsurf will detect the new server automatically
04

Start using QuestDB (Time-Series)

Open Cascade and ask: "Using QuestDB (Time-Series), help me...". 4 tools available

Why Use Windsurf with the QuestDB (Time-Series) MCP Server

Windsurf provides unique advantages when paired with QuestDB (Time-Series) through the Model Context Protocol.

01

Windsurf's Cascade agent autonomously chains multiple tool calls in sequence, solving complex multi-step tasks without manual intervention

02

Purpose-built for agentic workflows. Cascade understands context across your entire codebase and integrates MCP tools natively

03

JSON-based configuration means zero code changes: paste a URL, reload, and all 4 tools are immediately available

04

Real-time tool feedback is displayed inline, so you see API responses directly in your editor without switching contexts

QuestDB (Time-Series) + Windsurf Use Cases

Practical scenarios where Windsurf combined with the QuestDB (Time-Series) MCP Server delivers measurable value.

01

Automated code generation: ask Cascade to fetch data from QuestDB (Time-Series) and generate models, types, or handlers based on real API responses

02

Live debugging: query QuestDB (Time-Series) tools mid-session to inspect production data while debugging without leaving the editor

03

Documentation generation: pull schema information from QuestDB (Time-Series) and have Cascade generate comprehensive API docs automatically

04

Rapid prototyping: combine QuestDB (Time-Series) data with Cascade's code generation to scaffold entire features in minutes

Example Prompts for QuestDB (Time-Series) in Windsurf

Ready-to-use prompts you can give your Windsurf agent to start working with QuestDB (Time-Series) immediately.

01

"Check if the QuestDB server is online and show me the version."

02

"Execute a query to find the average temperature from the 'sensors' table for the last hour."

03

"Export the last 1000 rows of the 'trades' table as a CSV file."

Troubleshooting QuestDB (Time-Series) MCP Server with Windsurf

Common issues when connecting QuestDB (Time-Series) to Windsurf through Vinkius, and how to resolve them.

01

Server not connecting

Check Settings → MCP for the server status. Try toggling it off and on.

QuestDB (Time-Series) + Windsurf FAQ

Common questions about integrating QuestDB (Time-Series) MCP Server with Windsurf.

01

How does Windsurf discover MCP tools?

Windsurf reads the mcp_config.json file on startup and connects to each configured server via Streamable HTTP. Tools are listed in the MCP panel and available to Cascade automatically.
02

Can Cascade chain multiple MCP tool calls?

Yes. Cascade is an agentic system. it can plan and execute multi-step workflows, calling several tools in sequence to accomplish complex tasks without manual prompting between steps.
03

Does Windsurf support multiple MCP servers?

Yes. Add as many servers as needed in mcp_config.json. Each server's tools appear in the MCP panel and Cascade can use tools from different servers in a single flow.

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