Heap MCP Server for AutoGen 12 tools — connect in under 2 minutes
Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Heap 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="heap_agent",
tools=tools,
system_message=(
"You help users with Heap. "
"12 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 Heap MCP Server
Connect your Heap.io analytics account to any AI agent and take full control of your product data and user identity management through natural conversation.
AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Heap tools. Connect 12 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
- Event Tracking — Send custom server-side events to Heap to capture granular user interactions.
- User Identification — Associate anonymous sessions with specific identities and set custom profile properties.
- Segment Management — List all segments defined in your project to understand your user cohorts.
- Event Definitions — Access your custom event definitions to stay aligned with your analytics schema.
- Bulk Operations — Track multiple events or update several user profiles in a single high-throughput request.
- GDPR Compliance — Permanently delete user data directly from the chat interface when requested.
- Query Profiles — Filter and retrieve user profiles based on specific behavior or attributes.
The Heap MCP Server exposes 12 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 Heap to AutoGen via MCP
Follow these steps to integrate the Heap 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 12 tools from Heap automatically
Why Use AutoGen with the Heap MCP Server
AutoGen provides unique advantages when paired with Heap through the Model Context Protocol.
Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Heap tools to solve complex tasks
Role-based architecture lets you assign Heap 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 Heap tool calls
Code execution sandbox: AutoGen agents can write and run code that processes Heap tool responses in an isolated environment
Heap + AutoGen Use Cases
Practical scenarios where AutoGen combined with the Heap MCP Server delivers measurable value.
Collaborative analysis: one agent queries Heap while another validates results and a third generates the final report
Automated review pipelines: a researcher agent fetches data from Heap, a critic agent evaluates quality, and a writer produces the output
Interactive planning: agents negotiate task allocation using Heap data to make informed decisions about resource distribution
Code generation with live data: an AutoGen coder agent writes scripts that process Heap responses in a sandboxed execution environment
Heap MCP Tools for AutoGen (12)
These 12 tools become available when you connect Heap to AutoGen via MCP:
add_account_properties
Add or update properties for an account (group of users)
add_user_properties
Add or update custom properties for a user profile
bulk_add_user_properties
Update properties for multiple users in a single request
bulk_track_events
Track multiple events concurrently for high-throughput
delete_user_data
Permanently delete a user and all their associated data (GDPR)
get_api_usage
Check current API usage and project status
get_event_definitions
List all custom event definitions in Heap
get_my_profile
Get information about the authenticated API key
get_segments
List all segments defined in your Heap project
identify_user
Associate an anonymous session with a specific user identity
query_user_profiles
Query and filter user profiles based on criteria
track_event
Properties should be a JSON string. Track a server-side event for a user in Heap
Example Prompts for Heap in AutoGen
Ready-to-use prompts you can give your AutoGen agent to start working with Heap immediately.
"Track event 'Checkout Started' for user 'user_992' with properties {'value': 49.99}."
"List all active segments in the project."
"Identify user 'anon_552' as 'john.doe@example.com'."
Troubleshooting Heap MCP Server with AutoGen
Common issues when connecting Heap to AutoGen through the Vinkius, and how to resolve them.
McpWorkbench not found
pip install "autogen-ext[mcp]"Heap + AutoGen FAQ
Common questions about integrating Heap 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 Heap 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 Heap to AutoGen
Get your token, paste the configuration, and start using 12 tools in under 2 minutes. No API key management needed.
