Can my AI agent restart failed builds for a specific branch?

Yes. Ask the agent to find failed builds across your pipeline by using the list builds tool. Once it locates the specific build number, it can run the rebuild tool instantly, eliminating the need to search through hundreds of logs on the dashboard.

How can I check the status of my physical runner agents?

Ask your agent to list all agents connected to the Buildkite organization. It returns their UUIDs, operating systems, and connection state. If a runner hangs offline, your AI can immediately flag it to the Platform team, saving crucial deployment time.

If a commit is pushed to 'main', can the agent trigger a fresh pipeline deployment?

Absolutely. You can provide the commit SHA (or simply ask it to target 'HEAD' on the 'main' branch) and ask the agent to create a new build. It will hit the Buildkite trigger endpoint with a message of your choosing.

Buildkite MCP Server for AutoGen 11 tools — connect in under 2 minutes

Name: Buildkite
Availability: InStock
Author: Vinkius

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

Built by Vinkius GDPR 11 Tools Framework

Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Buildkite 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="buildkite_agent",
            tools=tools,
            system_message=(
                "You help users with Buildkite. "
                "11 tools available."
            ),
        )
        print(f"Agent ready with {len(tools)} tools")

asyncio.run(main())

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Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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 Buildkite MCP Server

Connect your Buildkite account to any AI agent and take full control of your CI/CD workflows through natural conversation.

AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Buildkite tools. Connect 11 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

Pipelines & Builds — List active pipelines, trigger new builds, retry failed executions, or cancel stuck pipelines instantly
Deep Log Inspection — Retrieve the exact details of specific builds, examining job lists, statuses, and tracking links
Agent Management — Ping your connected build agents globally and verify their status
Organizational Overview — Monitor your organization's scale, retrieve active pipelines across the entire company, and get recent builds map

The Buildkite MCP Server exposes 11 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 Buildkite to AutoGen via MCP

Follow these steps to integrate the Buildkite 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 11 tools from Buildkite automatically

Why Use AutoGen with the Buildkite MCP Server

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

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

Role-based architecture lets you assign Buildkite 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 Buildkite tool calls

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

Buildkite + AutoGen Use Cases

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

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

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

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

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

Buildkite MCP Tools for AutoGen (11)

These 11 tools become available when you connect Buildkite to AutoGen via MCP:

cancel_build

Cancel a running build

create_build

Trigger a new build for a pipeline

get_access_token_info

Retrieve information about the current API token

get_build

Get details of a specific build

get_pipeline

Get details of a specific pipeline

list_agents

List all build agents in the organization

list_all_builds

List all builds across the entire organization

list_organizations

List all organizations the token has access to

list_pipeline_builds

List builds for a specific pipeline

list_pipelines

List all pipelines in the organization

rebuild

Rebuild a specific build

Example Prompts for Buildkite in AutoGen

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

"What recent builds ran on our production pipeline?"

"Cancel build #205 because of a wrong commit."

"Trigger a new build on HEAD of the main branch for our react-app."

Troubleshooting Buildkite MCP Server with AutoGen

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

McpWorkbench not found

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

Buildkite + AutoGen FAQ

Common questions about integrating Buildkite 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 Buildkite 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.