Bring Sql Analytics
to LangChain
Create your Vinkius account to connect Mode Analytics to LangChain and start using all 10 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 Mode Analytics MCP Server?
Connect your Mode Analytics workspace to any AI agent and take full control of your data science and business intelligence workflows through natural conversation.
What you can do
- Workspace Oversight — List all spaces and members to maintain visibility over your analytical environment.
- Report Discovery — List and retrieve detailed metadata for reports across different spaces.
- Live Execution — Trigger new report runs directly through the agent, including support for custom parameters.
- Query Auditing — List the underlying SQL queries for any report to understand data lineage and logic.
- Definition Tracking — List calculated field definitions to ensure consistency in your metrics.
How it works
- Subscribe to this server
- Enter your Mode API Token, API Secret, and Workspace slug
- Start interacting with your data directly from Claude, Cursor, or any MCP client
Who is this for?
- Data Analysts — quickly check report run status or audit SQL queries without leaving your IDE.
- Business Intelligence Managers — monitor workspace activity and report usage during planning phases.
- Growth Teams — trigger updated data runs for specific campaigns directly from your chat interface.
Built-in capabilities (10)
Get authenticated account details
Get details for a specific report
Get details for a report run
List calculated field definitions
List workspace members
List SQL queries in a report
List runs for a report
List reports in a space
List Mode Analytics spaces
Trigger a new run for a report
Why LangChain?
LangChain's ecosystem of 500+ components combines seamlessly with Mode Analytics through native MCP adapters. Connect 10 tools via Vinkius and use ReAct agents, Plan-and-Execute strategies, or custom agent architectures. with LangSmith tracing giving full visibility into every tool call, latency, and token cost.
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The largest ecosystem of integrations, chains, and agents. combine Mode Analytics MCP tools with 500+ LangChain components
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Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step
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LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging
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Memory and conversation persistence let agents maintain context across Mode Analytics queries for multi-turn workflows
Mode Analytics in LangChain
Why run Mode Analytics with Vinkius?
The Mode Analytics 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 10 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 Mode Analytics using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Mode Analytics and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Mode Analytics to LangChain 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
Mode Analytics for LangChain
Every request between LangChain and Mode Analytics 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
How do I find my API Token and Secret?
In Mode, click on your name in the top left, go to My Account > API Tokens. There you can create and manage your API keys.
What is the Workspace slug?
The Workspace slug is the unique identifier for your organization in the Mode URL (e.g., app.mode.com/org_name). The org_name part is your workspace slug.
Can I provide parameters when running a report?
Yes! The run_mode_report action accepts an optional parameters field where you can provide a JSON string of keys and values used by the report.
How does LangChain connect to MCP servers?
Use langchain-mcp-adapters to create an MCP client. LangChain discovers all tools and wraps them as native LangChain tools compatible with any agent type.
Which LangChain agent types work with MCP?
All agent types including ReAct, OpenAI Functions, and custom agents work with MCP tools. The tools appear as standard LangChain tools after the adapter wraps them.
Can I trace MCP tool calls in LangSmith?
Yes. All MCP tool invocations appear as traced steps in LangSmith, showing input parameters, response payloads, latency, and token usage.
MultiServerMCPClient not found
Install: pip install langchain-mcp-adapters
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