Can I check the status of my latest Bitbucket Pipeline?

Yes! Use the `list_pipelines` tool with your Workspace and Repository slug. Your agent will fetch the latest build statuses, showing if they passed or failed.

How do I list all open pull requests for a repository?

Simply ask the agent to `list_pull_requests` and provide the Workspace and Repository slug. It will retrieve all current PRs awaiting review.

Does the integration allow merging code directly?

Currently, the toolset is focused on querying and monitoring (Read-Only). You can list and inspect PRs, commits, and branches, but destructive actions like merging or deleting branches must be done through the Bitbucket UI for safety.

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

Name: Bitbucket
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 Bitbucket as an MCP tool provider through the Vinkius and every agent in the group can access live data and take action.

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ASK AI ABOUT THIS MCP SERVER

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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="bitbucket_agent",
            tools=tools,
            system_message=(
                "You help users with Bitbucket. "
                "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 Bitbucket MCP Server

Connect your Bitbucket Cloud account to any AI agent and orchestrate your software development workflows through natural conversation.

AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Bitbucket tools. Connect 10 tools through the 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

Repository Oversight — List all repositories within your workspaces and retrieve detailed metadata.
Pull Request Management — Query and inspect pull requests to monitor code reviews and merge statuses.
Commit & Branch Discovery — List the latest commits and active branches across your projects.
CI/CD Monitoring — Retrieve the status of Bitbucket Pipelines to ensure successful builds.
Issue Tracking — List and retrieve issues for repositories with enabled trackers.
Workspace Coordination — Access and manage your team's workspaces and user profiles.

The Bitbucket 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 Bitbucket to AutoGen via MCP

Follow these steps to integrate the Bitbucket 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 Bitbucket automatically

Why Use AutoGen with the Bitbucket MCP Server

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

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

Role-based architecture lets you assign Bitbucket 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 Bitbucket tool calls

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

Bitbucket + AutoGen Use Cases

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

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

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

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

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

Bitbucket MCP Tools for AutoGen (10)

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

get_pull_request

Get details of a specific pull request

get_repository

Get details of a specific repository

get_user_profile

Get authenticated user profile

list_branches

List branches for a repository

list_commits

List commits for a repository

list_issues

List issues for a repository (if tracker is enabled)

list_pipelines

List CI/CD pipelines for a repository

list_pull_requests

List pull requests for a repository

list_repositories

List repositories in a workspace

list_workspaces

List all accessible workspaces

Example Prompts for Bitbucket in AutoGen

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

"List all pull requests in repository 'my-app' within workspace 'my-team'."

"Check the status of the last pipeline run for 'my-app'."

"List the last 5 commits in repository 'my-app'."

Troubleshooting Bitbucket MCP Server with AutoGen

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

McpWorkbench not found

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

Bitbucket + AutoGen FAQ

Common questions about integrating Bitbucket 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 Bitbucket 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.