Metabase (Business Intelligence & Analytics) MCP Server for Google ADK 7 tools — connect in under 2 minutes
Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add Metabase (Business Intelligence & Analytics) as an MCP tool provider through the Vinkius and your ADK agents can call every tool with full schema introspection.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
from google.adk.agents import Agent
from google.adk.tools.mcp_tool import McpToolset
from google.adk.tools.mcp_tool.mcp_session_manager import (
StreamableHTTPConnectionParams,
)
# Your Vinkius token — get it at cloud.vinkius.com
mcp_tools = McpToolset(
connection_params=StreamableHTTPConnectionParams(
url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
)
)
agent = Agent(
model="gemini-2.5-pro",
name="metabase_business_intelligence_analytics_agent",
instruction=(
"You help users interact with Metabase (Business Intelligence & Analytics) "
"using 7 available tools."
),
tools=[mcp_tools],
)
* 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 Metabase (Business Intelligence & Analytics) MCP Server
Connect your Metabase instance to any AI agent and take full control of your enterprise business intelligence, data visualizations, and reporting through natural conversation.
Google ADK natively supports Metabase (Business Intelligence & Analytics) as an MCP tool provider — declare the Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 7 tools with Gemini's long-context reasoning for complex multi-tool workflows, with production-ready session management and evaluation built in.
What you can do
- Dashboard Orchestration — List all managed reporting panels and retrieve detailed layout matrices, including specific card mappings and filter structures directly from your agent
- Question & Card Audit — Access visual 'Cards' to retrieve the underlying SQL logic or visualization definitions driving your key business metrics securely
- Global Content Search — Execute cross-platform searches to identify Dashboards, Cards, or Data tables matching specific keywords across your entire Metabase instance
- Collection Navigation — Explore hierarchical BI Collections (folders) to understand your reporting taxonomy and organizational data boundaries natively
- Database Inventory — Enumerate physical data warehouse connections and raw table mappings available for querying within your Metabase environment
- Metadata Inspection — Deep-dive into specific Dashboard or Card IDs to retrieve precise JSON representations and chronological data insights instantly
The Metabase (Business Intelligence & Analytics) MCP Server exposes 7 tools through the Vinkius. Connect it to Google ADK 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 Metabase (Business Intelligence & Analytics) to Google ADK via MCP
Follow these steps to integrate the Metabase (Business Intelligence & Analytics) MCP Server with Google ADK.
Install Google ADK
Run pip install google-adk
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Create the agent
Save the code above and integrate into your ADK workflow
Explore tools
The agent will discover 7 tools from Metabase (Business Intelligence & Analytics) via MCP
Why Use Google ADK with the Metabase (Business Intelligence & Analytics) MCP Server
Google ADK provides unique advantages when paired with Metabase (Business Intelligence & Analytics) through the Model Context Protocol.
Google ADK natively supports MCP tool servers — declare a tool provider and the framework handles discovery, validation, and execution
Built on Gemini models, ADK provides long-context reasoning ideal for complex multi-tool workflows with Metabase (Business Intelligence & Analytics)
Production-ready features like session management, evaluation, and deployment come built-in — not bolted on
Seamless integration with Google Cloud services means you can combine Metabase (Business Intelligence & Analytics) tools with BigQuery, Vertex AI, and Cloud Functions
Metabase (Business Intelligence & Analytics) + Google ADK Use Cases
Practical scenarios where Google ADK combined with the Metabase (Business Intelligence & Analytics) MCP Server delivers measurable value.
Enterprise data agents: ADK agents query Metabase (Business Intelligence & Analytics) and cross-reference results with internal databases for comprehensive analysis
Multi-modal workflows: combine Metabase (Business Intelligence & Analytics) tool responses with Gemini's vision and language capabilities in a single agent
Automated compliance checks: schedule ADK agents to query Metabase (Business Intelligence & Analytics) regularly and flag policy violations or configuration drift
Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including Metabase (Business Intelligence & Analytics)
Metabase (Business Intelligence & Analytics) MCP Tools for Google ADK (7)
These 7 tools become available when you connect Metabase (Business Intelligence & Analytics) to Google ADK via MCP:
get_card
Fetch explicit mapping logic behind a specific BI Card
get_dashboard
Get comprehensive Metabase Dashboard layout matrices
list_cards
Returns heavy lists. List raw questions (cards) parsed inside Metabase
list_collections
List structural BI Collections (folders)
list_dashboards
List dashboards mapped in the Metabase BI platform
list_databases
List physical Database integrations parsed by Metabase
search_content
Search global reporting entities across Metabase
Example Prompts for Metabase (Business Intelligence & Analytics) in Google ADK
Ready-to-use prompts you can give your Google ADK agent to start working with Metabase (Business Intelligence & Analytics) immediately.
"List the last 5 dashboards created in my Metabase instance"
"Search for any Metabase content related to 'Revenue'"
"Show me the configuration for card ID '654'"
Troubleshooting Metabase (Business Intelligence & Analytics) MCP Server with Google ADK
Common issues when connecting Metabase (Business Intelligence & Analytics) to Google ADK through the Vinkius, and how to resolve them.
McpToolset not found
pip install --upgrade google-adkMetabase (Business Intelligence & Analytics) + Google ADK FAQ
Common questions about integrating Metabase (Business Intelligence & Analytics) MCP Server with Google ADK.
How does Google ADK connect to MCP servers?
Can ADK agents use multiple MCP servers?
Which Gemini models work best with MCP tools?
Connect Metabase (Business Intelligence & Analytics) with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect Metabase (Business Intelligence & Analytics) to Google ADK
Get your token, paste the configuration, and start using 7 tools in under 2 minutes. No API key management needed.