GitLab API MCP vs Atlassian Dc MCP Bitbucket

A side-by-side look at the GitLab API MCP and Atlassian Dc MCP Bitbucket MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.

GitLab API MCP logoGitLab API MCPVersion Control · Remote HTTP/SSEGitLab MCP Server and Python API Wrapper40FairAuth: not declaredAtlassian Dc MCP Bitbucket logoAtlassian Dc MCP BitbucketVersion Control · Local subprocess (stdio)MCP server for Atlassian Bitbucket Data Center - interact with repositories and code51GoodAuth: not declared

Verdict: choose GitLab API MCP for version control work over a hosted endpoint; choose Atlassian Dc MCP Bitbucket for version control as a local process. You can also run both side by side in one mcpServers block.

Which MCP server should you choose?

GitLab API MCP logoChoose GitLab API MCP when

  • You need dedicated capabilities in the Version Control domain.
  • You prefer a remote HTTP/SSE transport.
Explore GitLab API MCP

Atlassian Dc MCP Bitbucket logoChoose Atlassian Dc MCP Bitbucket when

  • You need dedicated capabilities in the Version Control domain.
  • You prefer a local stdio subprocess transport.
  • You have the keys it needs: BITBUCKET_HOST, BITBUCKET_API_BASE_PATH, BITBUCKET_API_TOKEN, BITBUCKET_DEFAULT_PAGE_SIZE, ATLASSIAN_DC_MCP_CONFIG_FILE, ATLASSIAN_DC_MCP_REQUEST_TIMEOUT_MS.
Explore Atlassian Dc MCP Bitbucket

Feature & specification comparison

Rows where the two servers differ are marked.

SpecGitLab API MCP logoGitLab API MCPAtlassian Dc MCP Bitbucket logoAtlassian Dc MCP Bitbucket
CategoryVersion ControlVersion Control
Quality signal40/100 · Fair51/100 · Good
Install commandConfirmedConfirmed
TransportRemote HTTP/SSELocal subprocess (stdio)
AuthNot declaredNot declared
PricingFreeNot declared
Required env varsNone listedBITBUCKET_HOSTBITBUCKET_API_BASE_PATHBITBUCKET_API_TOKENBITBUCKET_DEFAULT_PAGE_SIZEATLASSIAN_DC_MCP_CONFIG_FILEATLASSIAN_DC_MCP_REQUEST_TIMEOUT_MS
Verified ownerCommunity listingCommunity listing
GitHub stars10105
Directory activity 1 views 0 installs 0 upvotes 1 views 0 installs 0 upvotes
ToolsNot listedNot listed

Tools & capabilities

GitLab API MCP tools

No tool names declared yet. Check the project README from the listing page.

Atlassian Dc MCP Bitbucket tools

No tool names declared yet. Check the project README from the listing page.

Ready-to-paste client configs

Paste either block (or both) into your client config, e.g. claude_desktop_config.json or ~/.cursor/mcp.json. We only show a config when the install command is confirmed.

GitLab API MCP

mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "gitlab-api": {
      "url": "http://localhost:8000/gitlab-mcp/mcp"
    }
  }
}

Atlassian Dc MCP Bitbucket

mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "atlassian-dc-mcp-bitbucket-2": {
      "command": "npx",
      "args": [
        "-y",
        "@atlassian-dc-mcp/jira"
      ],
      "env": {
        "BITBUCKET_HOST": "YOUR_BITBUCKET_HOST_HERE",
        "BITBUCKET_API_BASE_PATH": "YOUR_BITBUCKET_API_BASE_PATH_HERE",
        "BITBUCKET_API_TOKEN": "YOUR_BITBUCKET_API_TOKEN_HERE",
        "BITBUCKET_DEFAULT_PAGE_SIZE": "YOUR_BITBUCKET_DEFAULT_PAGE_SIZE_HERE",
        "ATLASSIAN_DC_MCP_CONFIG_FILE": "YOUR_ATLASSIAN_DC_MCP_CONFIG_FILE_HERE",
        "ATLASSIAN_DC_MCP_REQUEST_TIMEOUT_MS": "YOUR_ATLASSIAN_DC_MCP_REQUEST_TIMEOUT_MS_HERE"
      }
    }
  }
}

Frequently asked questions

GitLab API MCP is categorized under Version Control and uses a remote HTTP/SSE transport. Atlassian Dc MCP Bitbucket belongs to Version Control and uses a local stdio subprocess. Pick GitLab API MCP for version control work and Atlassian Dc MCP Bitbucket for version control.

Copy the mcpServers block from the config section on this page into your client's config (for example claude_desktop_config.json or ~/.cursor/mcp.json), then fully restart the client.

GitLab API MCP is listed as free. Atlassian Dc MCP Bitbucket has no declared pricing — check the project's own site. If a server needs environment variables such as API keys, define them under the env key in your client's MCP config.

Yes. MCP clients support multiple servers: add gitlab-api and atlassian-dc-mcp-bitbucket-2 as separate keys in the same mcpServers object, and your assistant will call tools from either one.

On AllMCPs, GitLab API MCP has a quality signal of 40/100 (Fair) with 1 views, 0 installs and 10 GitHub stars. Atlassian Dc MCP Bitbucket has 51/100 (Good) with 1 views, 0 installs and 105 GitHub stars.