Alation MCP Server for AutoGen 10 tools — connect in under 2 minutes
Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Alation as an MCP tool provider through Vinkius and every agent in the group can access live data and take action.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import asyncio
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.tools.mcp import McpWorkbench
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
async with McpWorkbench(
server_params={"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"},
transport="streamable_http",
) as workbench:
tools = await workbench.list_tools()
agent = AssistantAgent(
name="alation_agent",
tools=tools,
system_message=(
"You help users with Alation. "
"10 tools available."
),
)
print(f"Agent ready with {len(tools)} tools")
asyncio.run(main())
* 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 Alation MCP Server
Connect your Alation instance to your AI agent to unlock enterprise-grade data intelligence and discovery. From searching for critical data assets across your catalog to auditing table schemas and retrieving saved SQL queries, your agent handles your data governance through natural conversation.
AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Alation tools. Connect 10 tools through Vinkius and assign role-based access. a data analyst queries while a reviewer validates, with optional human-in-the-loop approval for sensitive operations.
What you can do
- Catalog Discovery — Search for schemas, tables, and data sources using keywords and advanced filters
- Metadata Auditing — Retrieve detailed logical and physical metadata, including descriptions, stewards, and tags
- Lineage Analysis — Trace data lineage to understand the provenance and impact of your data assets
- Query Orchestration — List saved SQL queries and retrieve cached execution results from Alation Compose
- Custom Field Management — List and audit custom governance fields associated with your catalog objects
The Alation MCP Server exposes 10 tools through the Vinkius. Connect it to AutoGen 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 Alation to AutoGen via MCP
Follow these steps to integrate the Alation MCP Server with AutoGen.
Install AutoGen
Run pip install "autogen-ext[mcp]"
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Integrate into workflow
Use the agent in your AutoGen multi-agent orchestration
Explore tools
The workbench discovers 10 tools from Alation automatically
Why Use AutoGen with the Alation MCP Server
AutoGen provides unique advantages when paired with Alation through the Model Context Protocol.
Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Alation tools to solve complex tasks
Role-based architecture lets you assign Alation tool access to specific agents. a data analyst queries while a reviewer validates
Human-in-the-loop support: agents can pause for human approval before executing sensitive Alation tool calls
Code execution sandbox: AutoGen agents can write and run code that processes Alation tool responses in an isolated environment
Alation + AutoGen Use Cases
Practical scenarios where AutoGen combined with the Alation MCP Server delivers measurable value.
Collaborative analysis: one agent queries Alation while another validates results and a third generates the final report
Automated review pipelines: a researcher agent fetches data from Alation, a critic agent evaluates quality, and a writer produces the output
Interactive planning: agents negotiate task allocation using Alation data to make informed decisions about resource distribution
Code generation with live data: an AutoGen coder agent writes scripts that process Alation responses in a sandboxed execution environment
Alation MCP Tools for AutoGen (10)
These 10 tools become available when you connect Alation to AutoGen via MCP:
get_lineage
Trace data lineage
get_object_metadata
Get object details
get_query_results
Get cached query results
list_columns
List columns in table
list_custom_fields
List governance fields
list_data_sources
List catalog data sources
list_saved_queries
List saved SQL queries
list_schemas
List schemas in data source
list_tables
List tables in schema
search_catalog
Search for data assets
Example Prompts for Alation in AutoGen
Ready-to-use prompts you can give your AutoGen agent to start working with Alation immediately.
"Search my Alation catalog for tables containing 'Customer ROI'."
"List the last 5 SQL queries I saved in Alation."
"Show the lineage for table 'Orders_Main' in the 'Production' schema."
Troubleshooting Alation MCP Server with AutoGen
Common issues when connecting Alation to AutoGen through the Vinkius, and how to resolve them.
McpWorkbench not found
pip install "autogen-ext[mcp]"Alation + AutoGen FAQ
Common questions about integrating Alation MCP Server with AutoGen.
How does AutoGen connect to MCP servers?
Can different agents have different MCP tool access?
Does AutoGen support human approval for tool calls?
Connect Alation 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.
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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 Alation to AutoGen
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.
