Can the assistant manipulate or modify my raw stack trace data?

No, raw occurrence logs and stack traces are absolutely immutable in Rollbar to preserve forensic tracking accuracy. The AI can pull the detailed traces efficiently for you using tools like `get_occurrence`, but it cannot rewrite history or change the raw context data of any logged exception. It can only adjust the top-level ticket 'status' (resolving or muting) via the `update_item` operation.

Is possible to correlate an unexpected increase of exceptions immediately with a software deploy?

Yes! The conversational integration empowers exactly this workflow natively. You can instruct the assistant to retrieve the newest deployment records (`list_deploys`), and then read the high-frequency active exceptions concurrently listed on the top items (`top_active_items`). The AI can parse these timelines inside the chat log organically and identify patterns that align with the specific revision uploaded to production.

Can the AI filter errors by environment (e.g., production vs. staging)?

Yes. The `list_items` tool accepts an `environment` parameter, so you can ask the AI to show only production errors, staging errors, or any other custom environment you have configured in Rollbar.

Rollbar MCP Server for AutoGen 10 tools — connect in under 2 minutes

Name: Rollbar
Availability: InStock
Author: Vinkius

microsoft.github.io/autogen/docs/tools/mcp-tools

Built by Vinkius GDPR 10 Tools Framework

Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Rollbar as an MCP tool provider through Vinkius and every agent in the group can access live data and take action.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

python

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="rollbar_agent",
            tools=tools,
            system_message=(
                "You help users with Rollbar. "
                "10 tools available."
            ),
        )
        print(f"Agent ready with {len(tools)} tools")

asyncio.run(main())

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* 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 Rollbar MCP Server

Connect your conversational assistant directly to Rollbar, the premier continuous code error tracking platform. This integration transforms your AI into a proactive site reliability engineer, allowing you to instantly isolate stack traces, track down the origin of critical bugs, and manage your code's lifecycles from a single text interface.

AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Rollbar 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

Uncover Critical Bugs — Instruct your assistant to list current active errors (list_items) or instantly retrieve the highest-impact issues severely affecting your user base (top_active_items).
Dive Deep into Exceptions — Pass a specific error ID to the AI (get_item) to explore occurrences (list_occurrences) and obtain complete stack trace logs (get_occurrence) to determine precisely where your application failed.
Manage Deployments & Health — Tell the AI to review the history of code deployments (list_deploys) or seamlessly report a brand-new release tied to a specific Git commit directly into the monitoring dashboard (report_deploy).
Orchestrate Resolution — Did you fix the problem? Direct the assistant to change the bug's status and automatically resolve or mute the error ticket (update_item).

The Rollbar 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 Rollbar to AutoGen via MCP

Follow these steps to integrate the Rollbar 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 Rollbar automatically

Why Use AutoGen with the Rollbar MCP Server

AutoGen provides unique advantages when paired with Rollbar through the Model Context Protocol.

Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Rollbar tools to solve complex tasks

Role-based architecture lets you assign Rollbar 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 Rollbar tool calls

Code execution sandbox: AutoGen agents can write and run code that processes Rollbar tool responses in an isolated environment

Rollbar + AutoGen Use Cases

Practical scenarios where AutoGen combined with the Rollbar MCP Server delivers measurable value.

Collaborative analysis: one agent queries Rollbar while another validates results and a third generates the final report

Automated review pipelines: a researcher agent fetches data from Rollbar, a critic agent evaluates quality, and a writer produces the output

Interactive planning: agents negotiate task allocation using Rollbar data to make informed decisions about resource distribution

Code generation with live data: an AutoGen coder agent writes scripts that process Rollbar responses in a sandboxed execution environment

Rollbar MCP Tools for AutoGen (10)

These 10 tools become available when you connect Rollbar to AutoGen via MCP:

get_deploy

Retrieves details for a specific deployment

get_item

Retrieves details for a specific error item

get_occurrence

Retrieves full details for a specific error occurrence

list_deploys

Lists all registered code deployments

list_invites

Lists pending team invitations

list_items

Lists all error items tracked by Rollbar

list_occurrences

Lists individual error occurrences for an item

report_deploy

Specify environment and Git revision. Reports a new code deployment to Rollbar

top_active_items

Retrieves the top most frequent error items

update_item

Valid statuses: active, resolved, muted. Updates the status of an error item

Example Prompts for Rollbar in AutoGen

Ready-to-use prompts you can give your AutoGen agent to start working with Rollbar immediately.

"Check the dashboard for any listed error items recorded recently."

"Get the stack trace and precise occurrence detail for occurrence ID '1234abcd'."

"Report a new deployment in Rollbar for the 'production' environment using the commit revision '8a3bd41'."

Troubleshooting Rollbar MCP Server with AutoGen

Common issues when connecting Rollbar to AutoGen through the Vinkius, and how to resolve them.

McpWorkbench not found

Install: pip install "autogen-ext[mcp]"

Rollbar + AutoGen FAQ

Common questions about integrating Rollbar MCP Server with AutoGen.

How does AutoGen connect to MCP servers?

Create an MCP tool adapter and assign it to one or more agents in the group chat. AutoGen agents can then call Rollbar tools during their conversation turns.

Can different agents have different MCP tool access?

Yes. AutoGen's role-based architecture lets you assign specific MCP tools to specific agents, so a querying agent has different capabilities than a reviewing agent.