Connect AI to Your Bitbucket Repositories
Transform how you work with Bitbucket by connecting Claude, Cursor AI, and other AI assistants directly to your repositories, pull requests, and code. Get instant insights, automate code reviews, and streamline your development workflow.
What You Can Do
- Ask AI about your code: "What's the latest commit in my main repository?"
- Get PR insights: "Show me all open pull requests that need review"
- Search your codebase: "Find all JavaScript files that use the authentication function"
- Review code changes: "Compare the differences between my feature branch and main"
- Manage pull requests: "Create a PR for my new-feature branch"
- Automate workflows: "Add a comment to PR #123 with the test results"
Perfect For
- Developers who want AI assistance with code reviews and repository management
- Team Leads needing quick insights into project status and pull request activity
- DevOps Engineers automating repository workflows and branch management
- Anyone who wants to interact with Bitbucket using natural language
Requirements
- Node.js 18.0.0 or higher
- Bitbucket Cloud account (not Bitbucket Server/Data Center)
- Authentication credentials: Scoped API Token (recommended) or App Password (legacy)
Quick Start
Get up and running in 2 minutes:
1. Get Your Bitbucket Credentials
IMPORTANT: Bitbucket App Passwords are being deprecated and will be removed by June 2026. We recommend using Scoped API Tokens for new setups.
Option A: Scoped API Token (Recommended - Future-Proof)
Bitbucket is deprecating app passwords. Use the new scoped API tokens instead:
- Go to Atlassian API Tokens
- Click "Create API token with scopes"
- Select "Bitbucket" as the product
- Choose the appropriate scopes:
- For read-only access:
repository,workspace - For full functionality:
repository,workspace,pullrequest
- For read-only access:
- Copy the generated token (starts with
ATATT) - Use with your Atlassian email as the username
Option B: App Password (Legacy - Will be deprecated)
Generate a Bitbucket App Password (legacy method):
- Go to Bitbucket App Passwords
- Click "Create app password"
- Give it a name like "AI Assistant"
- Select these permissions:
- Workspaces: Read
- Repositories: Read (and Write if you want AI to create PRs/comments)
- Pull Requests: Read (and Write for PR management)
2. Try It Instantly
# Set your credentials (choose one method)
# Method 1: Scoped API Token (recommended - future-proof)
export ATLASSIAN_USER_EMAIL="your.email@company.com"
export ATLASSIAN_API_TOKEN="your_scoped_api_token" # Token starting with ATATT
# OR Method 2: Legacy App Password (will be deprecated June 2026)
export ATLASSIAN_BITBUCKET_USERNAME="your_username"
export ATLASSIAN_BITBUCKET_APP_PASSWORD="your_app_password"
# List your workspaces
npx -y @aashari/mcp-server-atlassian-bitbucket get --path "/workspaces"
# List repositories in a workspace
npx -y @aashari/mcp-server-atlassian-bitbucket get --path "/repositories/your-workspace"
# Get pull requests for a repository
npx -y @aashari/mcp-server-atlassian-bitbucket get --path "/repositories/your-workspace/your-repo/pullrequests"
# Get repository details with JMESPath filtering
npx -y @aashari/mcp-server-atlassian-bitbucket get --path "/repositories/your-workspace/your-repo" --jq "{name: name, language: language}"Connect to AI Assistants
For Claude Desktop Users
Add this to your Claude configuration file (~/.claude/claude_desktop_config.json):
Option 1: Scoped API Token (recommended - future-proof)
{
"mcpServers": {
"bitbucket": {
"command": "npx",
"args": ["-y", "@aashari/mcp-server-atlassian-bitbucket"],
"env": {
"ATLASSIAN_USER_EMAIL": "your.email@company.com",
"ATLASSIAN_API_TOKEN": "your_scoped_api_token"
}
}
}
}Option 2: Legacy App Password (will be deprecated June 2026)
{
"mcpServers": {
"bitbucket": {
"command": "npx",
"args": ["-y", "@aashari/mcp-server-atlassian-bitbucket"],
"env": {
"ATLASSIAN_BITBUCKET_USERNAME": "your_username",
"ATLASSIAN_BITBUCKET_APP_PASSWORD": "your_app_password"
}
}
}
}Restart Claude Desktop, and you'll see the bitbucket server in the status bar.
For Other AI Assistants
Most AI assistants support MCP. You can either:
Option 1: Use npx (recommended - always latest version):
Configure your AI assistant to run: npx -y @aashari/mcp-server-atlassian-bitbucket
Option 2: Install globally:
npm install -g @aashari/mcp-server-atlassian-bitbucketThen configure your AI assistant to use the MCP server with STDIO transport.
Supported AI assistants:
- Claude Desktop (official support)
- Cursor AI
- Continue.dev
- Cline
- Any MCP-compatible client
Alternative: Configuration File
Create ~/.mcp/configs.json for system-wide configuration:
Option 1: Scoped API Token (recommended - future-proof)
{
"bitbucket": {
"environments": {
"ATLASSIAN_USER_EMAIL": "your.email@company.com",
"ATLASSIAN_API_TOKEN": "your_scoped_api_token",
"BITBUCKET_DEFAULT_WORKSPACE": "your_main_workspace"
}
}
}Option 2: Legacy App Password (will be deprecated June 2026)
{
"bitbucket": {
"environments": {
"ATLASSIAN_BITBUCKET_USERNAME": "your_username",
"ATLASSIAN_BITBUCKET_APP_PASSWORD": "your_app_password",
"BITBUCKET_DEFAULT_WORKSPACE": "your_main_workspace"
}
}
}Alternative config keys: The system also accepts "atlassian-bitbucket", "@aashari/mcp-server-atlassian-bitbucket", or "mcp-server-atlassian-bitbucket" instead of "bitbucket".
Available Tools
This MCP server provides 6 generic tools that can access any Bitbucket API endpoint:
| Tool | Description | Parameters |
|---|---|---|
bb_get | GET any Bitbucket API endpoint (read data) | path, queryParams?, jq?, outputFormat? |
bb_post | POST to any endpoint (create resources) | path, body, queryParams?, jq?, outputFormat? |
bb_put | PUT to any endpoint (replace resources) | path, body, queryParams?, jq?, outputFormat? |
bb_patch | PATCH any endpoint (partial updates) | path, body, queryParams?, jq?, outputFormat? |
bb_delete | DELETE any endpoint (remove resources) | path, queryParams?, jq?, outputFormat? |
bb_clone | Clone a repository locally | workspaceSlug?, repoSlug, targetPath |
Tool Parameters
All API tools support these common parameters:
path(required): API endpoint path starting with/(the/2.0prefix is added automatically)queryParams(optional): Key-value pairs for query parameters (e.g.,{"pagelen": "25", "page": "2"})jq(optional): JMESPath expression to filter/transform the response - highly recommended to reduce token costsoutputFormat(optional):"toon"(default, 30-60% fewer tokens) or"json"body(required for POST/PUT/PATCH): Request body as JSON object
Common API Paths
All paths automatically have /2.0 prepended. Full Bitbucket Cloud REST API 2.0 reference: https://developer.atlassian.com/cloud/bitbucket/rest/
Workspaces & Repositories:
/workspaces- List all workspaces/repositories/{workspace}- List repos in workspace/repositories/{workspace}/{repo}- Get repo details/repositories/{workspace}/{repo}/refs/branches- List branches/repositories/{workspace}/{repo}/refs/branches/{branch_name}- Get/delete branch/repositories/{workspace}/{repo}/commits- List commits/repositories/{workspace}/{repo}/commits/{commit}- Get commit details/repositories/{workspace}/{repo}/src/{commit}/{filepath}- Get file content
Pull Requests:
/repositories/{workspace}/{repo}/pullrequests- List PRs (GET) or create PR (POST)/repositories/{workspace}/{repo}/pullrequests/{id}- Get/update/delete PR/repositories/{workspace}/{repo}/pullrequests/{id}/diff- Get PR diff/repositories/{workspace}/{repo}/pullrequests/{id}/comments- List/add PR comments/repositories/{workspace}/{repo}/pullrequests/{id}/approve- Approve PR (POST) or remove approval (DELETE)/repositories/{workspace}/{repo}/pullrequests/{id}/request-changes- Request changes (POST)/repositories/{workspace}/{repo}/pullrequests/{id}/merge- Merge PR (POST)/repositories/{workspace}/{repo}/pullrequests/{id}/decline- Decline PR (POST)
Comparisons:
/repositories/{workspace}/{repo}/diff/{source}..{destination}- Compare branches/commits
Other Resources:
/repositories/{workspace}/{repo}/issues- List/manage issues/repositories/{workspace}/{repo}/downloads- List/manage downloads/repositories/{workspace}/{repo}/pipelines- Access Bitbucket Pipelines/repositories/{workspace}/{repo}/deployments- View deployments
TOON Output Format
What is TOON? Token-Oriented Object Notation is a format optimized for LLMs that reduces token consumption by 30-60% compared to JSON. It uses tabular arrays and minimal syntax while preserving all data.
Default behavior: All tools return TOON format by default. You can override this with outputFormat: "json" if needed.
Example comparison:
JSON (verbose):
{
"values": [
{"name": "repo1", "slug": "repo-1"},
{"name": "repo2", "slug": "repo-2"}
]
}
TOON (efficient):
values:
name | slug
repo1 | repo-1
repo2 | repo-2Learn more: https://github.com/toon-format/toon
JMESPath Filtering
All tools support optional JMESPath (jq) filtering to extract specific data and reduce token costs further:
Important: Always use jq to filter responses! Unfiltered API responses can be very large and expensive in terms of tokens.
# Get just repository names
npx -y @aashari/mcp-server-atlassian-bitbucket get \
--path "/repositories/myworkspace" \
--jq "values[].name"
# Get PR titles and states (custom object shape)
npx -y @aashari/mcp-server-atlassian-bitbucket get \
--path "/repositories/myworkspace/myrepo/pullrequests" \
--jq "values[].{title: title, state: state, author: author.display_name}"
# Get first result only
npx -y @aashari/mcp-server-atlassian-bitbucket get \
--path "/repositories/myworkspace" \
--jq "values[0]"
# Explore schema with one item first, then filter
npx -y @aashari/mcp-server-atlassian-bitbucket get \
--path "/workspaces" \
--query-params '{"pagelen": "1"}'Common JMESPath patterns:
values[*].fieldName- Extract single field from all itemsvalues[*].{key1: field1, key2: field2}- Create custom object shapevalues[0]- Get first item onlyvalues[:5]- Get first 5 itemsvalues[?state=='OPEN']- Filter by condition
Full JMESPath reference: https://jmespath.org
Real-World Examples
Explore Your Repositories
Ask your AI assistant:
- "List all repositories in my main workspace"
- "Show me details about the backend-api repository"
- "What's the commit history for the feature-auth branch?"
- "Get the content of src/config.js from the main branch"
Manage Pull Requests
Ask your AI assistant:
- "Show me all open pull requests that need review"
- "Get details about pull request #42 including the code changes"
- "Create a pull request from feature-login to main branch"
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