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 Cursor 6 tools — connect in under 2 minutes

Name: SingleStore
Availability: InStock
Author: Vinkius

docs.cursor.com/context/model-context-protocol

Built by Vinkius GDPR 6 Tools IDE

Cursor is an AI-first code editor built on VS Code that integrates LLM-powered coding assistance directly into the development workflow. Its Agent mode enables autonomous multi-step coding tasks, and MCP support lets agents access external data sources and APIs during code generation.

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.

Cursor's Agent mode turns SingleStore into an in-editor superpower. Ask Cursor to generate code using live data from SingleStore and it fetches, processes, and writes. all in a single agentic loop. 6 tools appear alongside file editing and terminal access, creating a unified development environment grounded in real-time information.

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 Cursor 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 Cursor via MCP

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

Open MCP Settings

Press Cmd+Shift+P (macOS) or Ctrl+Shift+P (Windows/Linux) → search "MCP Settings"

Add the server config

Paste the JSON configuration above into the mcp.json file that opens

Save the file

Cursor will automatically detect the new MCP server

Start using SingleStore

Open Agent mode in chat and ask: "Using SingleStore, help me...". 6 tools available

Why Use Cursor with the SingleStore MCP Server

Cursor AI Code Editor provides unique advantages when paired with SingleStore through the Model Context Protocol.

Agent mode turns Cursor into an autonomous coding assistant that can read files, run commands, and call MCP tools without switching context

Cursor's Composer feature can generate entire files using real-time data fetched through MCP. no copy-pasting from external dashboards

MCP tools appear alongside built-in tools like file reading and terminal access, creating a unified agentic environment

VS Code extension compatibility means your existing workflow, keybindings, and extensions all work alongside MCP tools

SingleStore + Cursor Use Cases

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

Code generation with live data: ask Cursor to generate a security report module using live DNS and subdomain data fetched through MCP

Automated documentation: have Cursor query your API's tool schemas and generate TypeScript interfaces or OpenAPI specs automatically

Infrastructure-as-code: Cursor can fetch domain configurations and generate corresponding Terraform or CloudFormation templates

Test scaffolding: ask Cursor to pull real API responses via MCP and generate unit test fixtures from actual data

SingleStore MCP Tools for Cursor (6)

These 6 tools become available when you connect SingleStore to Cursor 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 Cursor

Ready-to-use prompts you can give your Cursor 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 Cursor

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

Tools not appearing in Cursor

Ensure you are in Agent mode (not Ask mode). MCP tools only work in Agent mode.

Server shows as disconnected

Check Settings → Features → MCP and verify the server status. Try clicking the refresh button.

SingleStore + Cursor FAQ

Common questions about integrating SingleStore MCP Server with Cursor.

What is Agent mode and why does it matter for MCP?

Agent mode is Cursor's autonomous execution mode where the AI can perform multi-step tasks: reading files, editing code, running terminal commands, and calling MCP tools. Without Agent mode, Cursor operates in a simpler ask-and-answer mode that doesn't support tool calling. Always ensure you're in Agent mode when working with MCP servers.

Where does Cursor store MCP configuration?

Cursor looks for MCP server configurations in a mcp.json file. You can configure servers at the project level (.cursor/mcp.json in your project root) or globally (~/.cursor/mcp.json). Project-level configs take precedence.

Can Cursor use MCP tools in inline edits?

No. MCP tools are only available in Agent mode through the chat panel. Inline completions and Tab suggestions do not trigger MCP tool calls. This is by design. tool calls require user visibility and approval.

How do I verify MCP tools are loaded?

Open Settings → Features → MCP and look for your server name. A green indicator means the server is connected. You can also check Agent mode's available tools by clicking the tools dropdown in the chat panel.