Bring Bi Platform
to CrewAI
Create your Vinkius account to connect Looker (Business Intelligence & Data) to CrewAI and start using all 7 AI tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code. No hosting, no server setup — just connect and start using.
GDPR Free for SubscribersCompatible with every major AI agent and IDE
Gemini
What is the 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.
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
How it works
- Subscribe to this server
- Enter your Looker Base URL, Client ID, and Client Secret
- Start exploring your data from Claude, Cursor, or any MCP-compatible client
Who is this for?
- Data Analysts — verify dashboard configurations and run rapid inline queries through natural conversation without manual SQL exports
- Business Users — search for specific reports and retrieve rapid data summaries directly from your workspace
- Platform Engineers — audit content metadata access and manage folder hierarchies across multiple Looker environments efficiently
Built-in capabilities (7)
Get complete details and queries mapping a Looker Dashboard ID
Get full mapped details tracing a strict Looker target Look object
List Looker dashboards
List root Folders analyzing explicit environment structures
List saved specific dataset mappings tracked as Looks
Execute queries building models specifically fetching literal dimensions dynamically natively
Search content metadata explicit mapping targets natively across instance
Why CrewAI?
When paired with CrewAI, Looker (Business Intelligence & Data) becomes a first-class tool in your multi-agent workflows. Each agent in the crew can call Looker (Business Intelligence & Data) tools autonomously, one agent queries data, another analyzes results, a third compiles reports, all orchestrated through Vinkius with zero configuration overhead.
- —
Multi-agent collaboration lets you decompose complex workflows into specialized roles, one agent researches, another analyzes, a third generates reports, each with access to MCP tools
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CrewAI's native MCP integration requires zero adapter code: pass Vinkius Edge URL directly in the
mcpsparameter and agents auto-discover every available tool at runtime - —
Built-in task delegation and shared memory mean agents can pass context between steps without manual state management, enabling multi-hop reasoning across tool calls
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Sequential and hierarchical crew patterns map naturally to real-world workflows: enumerate subdomains → analyze DNS history → check WHOIS records → compile findings into actionable reports
Looker (Business Intelligence & Data) in CrewAI
Why run Looker (Business Intelligence & Data) with Vinkius?
The Looker (Business Intelligence & Data) connection runs on our fully managed, secure cloud infrastructure. We handle the hosting, maintenance, and security so you don't have to deal with servers or code. All 7 tools are ready to work instantly without any complex setup.
You stay in complete control of your data. Your AI only accesses the information you approve, keeping your sensitive passwords and private details completely safe. Plus, with automatic optimizations, your AI works faster and more efficiently.
* Every connection is hosted and maintained by Vinkius. We handle the security, updates, and infrastructure so you don't have to write code or manage servers. See our infrastructure
Over 4,000 integrations ready for AI agents
Explore a vast library of pre-built integrations, optimized and ready to deploy.
Connect securely in under 30 seconds
Generate tokens to authenticate and link external services in a single step.
Complete visibility into every agent action
Audit live requests, latency, success rates, and active security compliance policies.
Optimize spending and track token ROI
Analyze real-time token consumption and cost metrics detailed by connection.
Explore our live AI Agents Analytics dashboard to see it all working
This dashboard is included when you connect Looker (Business Intelligence & Data) using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Looker (Business Intelligence & Data) and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Looker (Business Intelligence & Data) to CrewAI through Vinkius don't need to write code, manage servers, or worry about security. Everything is pre-configured, secure, and runs automatically in the background.
Raw MCP | Vinkius | |
|---|---|---|
| Ready-to-use MCPs | Find and configure each manually | 4,000+ MCPs ready to use |
| Connection Setup | Manual coding & server setup | 1-click instant connection |
| Server Hosting | You host it yourself (needs 24/7 uptime) | 100% hosted & managed by Vinkius |
| Security & Privacy | Stored in plaintext config files | Bank-grade encrypted vault |
| Activity Visibility | Blind execution (no logs or tracking) | Live dashboard with real-time logs |
| Cost Control | Runaway AI token spend risk | Automatic budget limits |
| Revoking Access | Must delete files or code to stop | 1-click disconnect button |
How Vinkius secures
Looker (Business Intelligence & Data) for CrewAI
Every request between CrewAI and Looker (Business Intelligence & Data) is protected by our secure gateway. We automatically keep your sensitive data private, prevent unauthorized access, and let you disconnect instantly at any time.
Frequently asked questions
Can I run a dynamic query against a LookML model through my agent?
Yes. Use the run_inline_query tool by providing the model name, view, and specific fields. Your agent will execute the query securely and return up to 100 rows of data, perfect for rapid data validation.
How do I see the filters applied to a specific Looker dashboard?
The get_dashboard tool retrieves the complete configuration for a Dashboard UUID. Your agent will expose the applied filters, element layouts, and underlying query structures directly in your chat interface.
Can my agent help me find reports in my Looker account?
Absolutely. Use the search_content tool to perform a deep search across content metadata. Your agent will identify dashboards and looks matching your text query, helping you locate critical data assets instantly.
How does CrewAI discover and connect to MCP tools?
CrewAI connects to MCP servers lazily. when the crew starts, each agent resolves its MCP URLs and fetches the tool catalog via the standard tools/list method. This means tools are always fresh and reflect the server's current capabilities. No tool schemas need to be hardcoded.
Can different agents in the same crew use different MCP servers?
Yes. Each agent has its own mcps list, so you can assign specific servers to specific roles. For example, a reconnaissance agent might use a domain intelligence server while an analysis agent uses a vulnerability database server.
What happens when an MCP tool call fails during a crew run?
CrewAI wraps tool failures as context for the agent. The LLM receives the error message and can decide to retry with different parameters, fall back to a different tool, or mark the task as partially complete. This resilience is critical for production workflows.
Can CrewAI agents call multiple MCP tools in parallel?
CrewAI agents execute tool calls sequentially within a single reasoning step. However, you can run multiple agents in parallel using process=Process.parallel, each calling different MCP tools concurrently. This is ideal for workflows where separate data sources need to be queried simultaneously.
Can I run CrewAI crews on a schedule (cron)?
Yes. CrewAI crews are standard Python scripts, so you can invoke them via cron, Airflow, Celery, or any task scheduler. The crew.kickoff() method runs synchronously by default, making it straightforward to integrate into existing pipelines.
MCP tools not discovered
Ensure the Edge URL is correct. CrewAI connects lazily when the crew starts. check console output.
Agent not using tools
Make the task description specific. Instead of "do something", say "Use the available tools to list contacts".
Timeout errors
CrewAI has a 10s connection timeout by default. Ensure your network can reach the Edge URL.
Rate limiting or 429 errors
Vinkius enforces per-token rate limits. Check your subscription tier and request quota in the dashboard. Upgrade if you need higher throughput.
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