What is the key difference between MCP Server Atlassian Bitbucket and Gitlab Docs?

MCP Server Atlassian Bitbucket belongs to the Version Control category with local stdio execution, while Gitlab Docs belongs to the Version Control category with local stdio execution.

How do I install MCP Server Atlassian Bitbucket or Gitlab Docs in Claude Desktop or Cursor?

Copy the mcpServers JSON configuration snippet provided on this page into your claude_desktop_config.json or ~/.cursor/mcp.json file and restart your AI client.

Are MCP Server Atlassian Bitbucket and Gitlab Docs free or paid?

MCP Server Atlassian Bitbucket operates under a Free / Open Source model (API Key required). Gitlab Docs operates under a Free / Open Source model (No auth required).

Which MCP server has more tools and community activity?

MCP Server Atlassian Bitbucket lists 6 tools with 4 views and 161 GitHub stars. Gitlab Docs lists 3 tools with 0 views and 3 GitHub stars.

Can I use both MCP Server Atlassian Bitbucket and Gitlab Docs together in the same MCP host?

Yes! MCP hosts like Claude Desktop, Cursor, Windsurf, Cline, and VS Code support configuring multiple servers under the mcpServers object simultaneously.

Side-by-Side Model Context Protocol Comparison

MCP Server Atlassian Bitbucket vs Gitlab Docs

In-depth architectural comparison of the MCP Server Atlassian Bitbucket and Gitlab Docs MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.

At a Glance & Executive Verdict

MCP Server Atlassian Bitbucket

Version Control · Local stdio

Quality: 65/100 (Great) | Auth: API Key required

Gitlab Docs

Version Control · Local stdio

Quality: 52/100 (Good) | Auth: No auth required

Verdict Summary: Choose MCP Server Atlassian Bitbucket if you need specialized Version Control tools running via a local process. Choose Gitlab Docs if your workspace requires Version Control integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose MCP Server Atlassian Bitbucket when:

You need dedicated capabilities in the Version Control domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: API Key required (Free / Open Source).
You have access to required keys: ATLASSIAN_USER_EMAIL, ATLASSIAN_API_TOKEN, ATLASSIAN_BITBUCKET_USERNAME, ATLASSIAN_BITBUCKET_APP_PASSWORD, BITBUCKET_DEFAULT_WORKSPACE.
Primary tools included: bb_get, bb_post, bb_put.

Explore MCP Server Atlassian Bitbucket Details

Choose Gitlab Docs when:

You need dedicated capabilities in the Version Control domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: No auth required (Free / Open Source).
Primary tools included: searchGitLabDocs, getDocPage, listDocSections.

Feature & Specification Comparison

Specification	MCP Server Atlassian Bitbucket aashari Version Control	G Gitlab Docs Version Control
Summary	Atlassian Bitbucket Cloud integration. Enables AI systems to interact with repositories, pull requests, workspaces, and code in real time.	GitLab documentation search for AI assistants via Model Context Protocol (MCP)
Category & Scope	Version Control

Tools & Capabilities Breakdown

MCP Server Atlassian Bitbucket Tools (6)

bb_get

Read any Bitbucket data. Returns TOON format by default (30-60% fewer tokens than JSON). **IMPORTANT - Cost Optimization:** - ALWAYS use `jq` param to filter response fields. Unfiltered responses are very expensive! - Use `pagelen` query param to restrict result count (e.g., `pagelen: "5"`) - If unsure about available fields, first fetch ONE item with `pagelen: "1"` and NO jq filter to explore the schema, then use jq in subsequent calls **Schema Discovery Pattern:** 1. First call: `path: "/workspaces", queryParams: {"pagelen": "1"}` (no jq) - explore available fields 2. Then use: `jq: "values[*].{slug: slug, name: name, uuid: uuid}"` - extract only what you need **Output format:** TOON (default, token-efficient) or JSON (`outputFormat: "json"`) **Common paths:** - `/workspaces` - list workspaces - `/repositories/{workspace}` - list repos in workspace - `/repositories/{workspace}/{repo}` - get repo details - `/repositories/{workspace}/{repo}/pullrequests` - list PRs - `/repositories/{workspace}/{repo}/pullrequests/{id}` - get PR details - `/repositories/{workspace}/{repo}/pullrequests/{id}/comments` - list PR comments - `/repositories/{workspace}/{repo}/pullrequests/{id}/diff` - get PR diff - `/repositories/{workspace}/{repo}/refs/branches` - list branches - `/repositories/{workspace}/{repo}/commits` - list commits - `/repositories/{workspace}/{repo}/src/{commit}/{filepath}` - get file content - `/repositories/{workspace}/{repo}/diff/{source}..{destination}` - compare branches/commits **Query params:** `pagelen` (page size), `page` (page number), `q` (filter), `sort` (order), `fields` (sparse response) **Example filters (q param):** `state="OPEN"`, `source.branch.name="feature"`, `title~"bug"` **JQ examples:** `values[*].slug`, `values[0]`, `values[*].{name: name, uuid: uuid}` The `/2.0` prefix is added automatically. API reference: https://developer.atlassian.com/cloud/bitbucket/rest/

bb_post

Ready-to-Paste Client Configurations

Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).

MCP Server Atlassian Bitbucket Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "aashari-mcp-server-atlassian-bitbucket": {
      "command": "npx",
      "args": [
        "-y",
        "@aashari/mcp-server-atlassian-bitbucket"
      ],
      "env": {
        "ATLASSIAN_USER_EMAIL": "YOUR_ATLASSIAN_USER_EMAIL_HERE",
        "ATLASSIAN_API_TOKEN": "YOUR_ATLASSIAN_API_TOKEN_HERE",
        "ATLASSIAN_BITBUCKET_USERNAME": "YOUR_ATLASSIAN_BITBUCKET_USERNAME_HERE",
        "ATLASSIAN_BITBUCKET_APP_PASSWORD": "YOUR_ATLASSIAN_BITBUCKET_APP_PASSWORD_HERE",
        "BITBUCKET_DEFAULT_WORKSPACE": "YOUR_BITBUCKET_DEFAULT_WORKSPACE_HERE"
      }
    }
  }
}

Gitlab Docs Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "gitlab-docs": {
      "command": "npx",
      "args": [
        "-y",
        "gitlab-docs-mcp"
      ]
    }
  }
}

Frequently Asked Questions

MCP Server Atlassian Bitbucket is categorized under Version Control and uses a local stdio subprocess. In contrast, Gitlab Docs belongs to Version Control using local stdio subprocess. Select MCP Server Atlassian Bitbucket when you need capabilities focused on version control and Gitlab Docs when you require tools for version control.

More alternatives to MCP Server Atlassian Bitbucket More alternatives to Gitlab Docs Version Control category hub