Can this execute a DROP TABLE query and delete my database?

Yes! The `execute_sql` tool executes anything provided. Make sure to embed an API token that possesses read-only or strictly limited privileges to prevent accidental data destruction.

Are semantic vector searches natively supported?

Absolutely. By utilizing the `vector_search` tool, your agent can issue DOT_PRODUCT evaluations seamlessly without needing external drivers.

Can I request my current billing and invoice costs?

Yes. The `get_billing_usage` action explicitly pulls billing statements directly to the CLI interface for your specific cluster organization.

SingleStore MCP Server for Windsurf 6 tools — connect in under 2 minutes

Name: SingleStore
Availability: InStock
Author: Vinkius

docs.windsurf.com/windsurf/mcp

Built by Vinkius GDPR 6 Tools IDE

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

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

RecommendedModern Approach — Zero Configuration

Vinkius Desktop App

The modern way to manage MCP Servers — no config files, no terminal commands. Install SingleStore and 2,500+ MCP Servers from a single visual interface.

Download Free Open SourceNo signup required

Classic Setup·json

{
  "mcpServers": {
    "singlestore": {
      "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    }
  }
}

Fully ManagedVinkius Servers

60%Token savings

High SecurityEnterprise-grade

IAMAccess control

EU AI ActCompliant

DLPData protection

V8 IsolateSandboxed

Ed25519Audit chain

<40msKill switch

Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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 SingleStore MCP Server

Grant your AI agent (like Claude or Cursor) absolute read-and-write sovereignty over your SingleStore infrastructure. The SingleStore MCP equips your LLM to act as a fully autonomous database administrator. Stop navigating external dashboards to check schema details or run complex search queries.

Windsurf's Cascade agent chains multiple SingleStore tool calls autonomously — query data, analyze results, and generate code in a single agentic session. Paste the Vinkius Edge URL, reload, and all 6 tools are immediately available. Real-time tool feedback appears inline, so you see API responses directly in your editor.

What you can do

Execute SQL Queries — Execute raw SQL natively from your AI agent using execute_sql.
Semantic Vector Search — Perform semantic vector similarity searches natively against your data with vector_search.
Workspace & Billing Administration — Survey your server clusters with list_workspaces, list databases with list_databases, and audit billing usage via get_billing_usage.

The SingleStore MCP Server exposes 6 tools through the Vinkius. Connect it to Windsurf in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

How to Connect SingleStore to Windsurf via MCP

Follow these steps to integrate the SingleStore MCP Server with Windsurf.

Open MCP Settings

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

Add the server

Paste the JSON configuration above into mcp_config.json

Save and reload

Windsurf will detect the new server automatically

Start using SingleStore

Open Cascade and ask: "Using SingleStore, help me..." — 6 tools available

Why Use Windsurf with the SingleStore MCP Server

Windsurf provides unique advantages when paired with SingleStore through the Model Context Protocol.

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

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

JSON-based configuration means zero code changes: paste a URL, reload, and all 6 tools are immediately available

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

SingleStore + Windsurf Use Cases

Practical scenarios where Windsurf combined with the SingleStore MCP Server delivers measurable value.

Automated code generation: ask Cascade to fetch data from SingleStore and generate models, types, or handlers based on real API responses

Live debugging: query SingleStore tools mid-session to inspect production data while debugging without leaving the editor

Documentation generation: pull schema information from SingleStore and have Cascade generate comprehensive API docs automatically

Rapid prototyping: combine SingleStore data with Cascade's code generation to scaffold entire features in minutes

SingleStore MCP Tools for Windsurf (6)

These 6 tools become available when you connect SingleStore to Windsurf via MCP:

execute_sql

Use read-only SQL statements whenever possible. Executes a SQL query on a SingleStore database

get_billing_usage

Retrieves billing and usage metrics

list_databases

Lists all databases within a specific workspace

list_organizations

Lists organizations associated with the account

list_workspaces

Lists all SingleStore workspaces

vector_search

Performs a DOT_PRODUCT vector similarity search

Example Prompts for SingleStore in Windsurf

Ready-to-use prompts you can give your Windsurf agent to start working with SingleStore immediately.

"List all my available workspaces."

"List all databases within workspace ID 1234, and then find the first 5 records in 'users_db'."

Troubleshooting SingleStore MCP Server with Windsurf

Common issues when connecting SingleStore to Windsurf through the Vinkius, and how to resolve them.

Server not connecting

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

SingleStore + Windsurf FAQ

Common questions about integrating SingleStore MCP Server with Windsurf.

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.

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.

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.