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Looker (Business Intelligence & Data) MCP Server for Cursor 7 tools — connect in under 2 minutes

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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.

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Classic Setup·json
{
  "mcpServers": {
    "looker-business-intelligence-data": {
      "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    }
  }
}
Looker (Business Intelligence & Data)
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 Looker (Business Intelligence & Data) MCP Server

Connect your Looker instance to any AI agent and take full control of your enterprise business intelligence and data analytics through natural conversation.

Cursor's Agent mode turns Looker (Business Intelligence & Data) into an in-editor superpower. Ask Cursor to generate code using live data from Looker (Business Intelligence & Data) and it fetches, processes, and writes — all in a single agentic loop. 7 tools appear alongside file editing and terminal access, creating a unified development environment grounded in real-time information.

What you can do

  • Dashboard Orchestration — List all managed dashboards and retrieve detailed configuration metrics and query structures directly from your agent
  • Dynamic Data Queries — Execute inline queries against specific models and views to fetch literal dimensions and measures in real-time
  • Look & Report Audit — Access saved 'Looks' to retrieve model mappings and applied filters for consistent data reporting across your organization
  • Content & Folder Search — Search through content metadata and navigate folder hierarchies to identify key datasets and analytical assets securely
  • Metadata Inspection — Extract precise UUIDs and configuration trees for dashboards and looks to understand the underlying data logic
  • Resource Inventory — Enumerate root folders and top-level models to audit permissions and organizational structure across your Looker tenant

The Looker (Business Intelligence & Data) MCP Server exposes 7 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 Looker (Business Intelligence & Data) to Cursor via MCP

Follow these steps to integrate the Looker (Business Intelligence & Data) MCP Server with Cursor.

01

Open MCP Settings

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

02

Add the server config

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

03

Save the file

Cursor will automatically detect the new MCP server

04

Start using Looker (Business Intelligence & Data)

Open Agent mode in chat and ask: "Using Looker (Business Intelligence & Data), help me..."7 tools available

Why Use Cursor with the Looker (Business Intelligence & Data) MCP Server

Cursor AI Code Editor provides unique advantages when paired with Looker (Business Intelligence & Data) through the Model Context Protocol.

01

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

02

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

03

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

04

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

Looker (Business Intelligence & Data) + Cursor Use Cases

Practical scenarios where Cursor combined with the Looker (Business Intelligence & Data) MCP Server delivers measurable value.

01

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

02

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

03

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

04

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

Looker (Business Intelligence & Data) MCP Tools for Cursor (7)

These 7 tools become available when you connect Looker (Business Intelligence & Data) to Cursor via MCP:

01

get_dashboard

Get complete details and queries mapping a Looker Dashboard ID

02

get_look

Get full mapped details tracing a strict Looker target Look object

03

list_dashboards

List Looker dashboards

04

list_folders

List root Folders analyzing explicit environment structures

05

list_looks

List saved specific dataset mappings tracked as Looks

06

run_inline_query

Execute queries building models specifically fetching literal dimensions dynamically natively

07

search_content

Search content metadata explicit mapping targets natively across instance

Example Prompts for Looker (Business Intelligence & Data) in Cursor

Ready-to-use prompts you can give your Cursor agent to start working with Looker (Business Intelligence & Data) immediately.

01

"List the last 5 dashboards created in my Looker instance"

02

"Run a query using model 'sales' and view 'orders' for fields 'orders.created_date' and 'orders.total_amount'"

03

"Find all dashboards related to 'Marketing ROI'"

Troubleshooting Looker (Business Intelligence & Data) MCP Server with Cursor

Common issues when connecting Looker (Business Intelligence & Data) to Cursor through the Vinkius, and how to resolve them.

01

Tools not appearing in Cursor

Ensure you are in Agent mode (not Ask mode). MCP tools only work in Agent mode.
02

Server shows as disconnected

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

Looker (Business Intelligence & Data) + Cursor FAQ

Common questions about integrating Looker (Business Intelligence & Data) MCP Server with Cursor.

01

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.
02

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.
03

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.
04

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.

Connect Looker (Business Intelligence & Data) to Cursor

Get your token, paste the configuration, and start using 7 tools in under 2 minutes. No API key management needed.