What is the key difference between MCP Gitlab Jira and Octocode MCP?

MCP Gitlab Jira belongs to the Version Control category with local stdio execution, while Octocode MCP belongs to the Version Control category with local stdio execution.

How do I install MCP Gitlab Jira or Octocode MCP 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 Gitlab Jira and Octocode MCP free or paid?

MCP Gitlab Jira operates under a BYOK (Pay Provider Direct) model (API Key required). Octocode MCP operates under a Free / Open Source model (API Key required).

Which MCP server has more tools and community activity?

MCP Gitlab Jira lists 48 tools with 2 views and 11 GitHub stars. Octocode MCP lists 17 tools with 3 views and 942 GitHub stars.

Can I use both MCP Gitlab Jira and Octocode MCP 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 Gitlab Jira vs Octocode MCP

In-depth architectural comparison of the MCP Gitlab Jira and Octocode MCP 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 Gitlab Jira

Version Control · Local stdio

Quality: 45/100 (Fair) | Auth: API Key required

Octocode MCP

Version Control · Local stdio

Quality: 63/100 (Good) | Auth: API Key required

Verdict Summary: Choose MCP Gitlab Jira if you need specialized Version Control tools running via a local process. Choose Octocode MCP 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 Gitlab Jira when:

You need dedicated capabilities in the Version Control domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: API Key required (BYOK (Pay Provider Direct)).
You have access to required keys: GITLAB_URL, GITLAB_ACCESS_TOKEN, ATLASSIAN_SITE_NAME, ATLASSIAN_USER_EMAIL, ATLASSIAN_API_TOKEN.
Primary tools included: gitlab_get_merge_request_details, gitlab_get_file_content, gitlab_add_comment_to_merge_request.

Explore MCP Gitlab Jira Details

Choose Octocode MCP 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: .

Feature & Specification Comparison

Specification	MCP Gitlab Jira HainanZhao Version Control	Octocode MCP bgauryy Version Control
Summary	Unified MCP server for GitLab and Jira: manage projects, merge requests, files, releases and tickets with AI agents.	AI-powered developer assistant that enables advanced research, analysis and discovery across GitHub and NPM realms in realtime.
Category & Scope	Version Control

Tools & Capabilities Breakdown

MCP Gitlab Jira Tools (48)

gitlab_get_merge_request_details

Fetches detailed information about a GitLab Merge Request, including file diffs.

gitlab_get_file_content

Fetches the content of a specific file at a given SHA in a GitLab project.

gitlab_add_comment_to_merge_request

Adds a comment to a GitLab Merge Request. Can be a general comment, a reply to an existing discussion, or an inline comment on a specific line.

gitlab_list_merge_requests

Lists merge requests for a given GitLab project.

gitlab_assign_reviewers_to_merge_request

Assigns reviewers to a GitLab Merge Request.

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 Gitlab Jira Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "hainanzhao-mcp-gitlab-jira": {
      "command": "npx",
      "args": [
        "-y",
        "hainanzhao-mcp-gitlab-jira"
      ],
      "env": {
        "GITLAB_URL": "YOUR_GITLAB_URL_HERE",
        "GITLAB_ACCESS_TOKEN": "YOUR_GITLAB_ACCESS_TOKEN_HERE",
        "ATLASSIAN_SITE_NAME": "YOUR_ATLASSIAN_SITE_NAME_HERE",
        "ATLASSIAN_USER_EMAIL": "YOUR_ATLASSIAN_USER_EMAIL_HERE",
        "ATLASSIAN_API_TOKEN": "YOUR_ATLASSIAN_API_TOKEN_HERE"
      }
    }
  }
}

Octocode MCP Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "bgauryy-octocode-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "octocode"
      ],
      "env": {
        "ENABLE_CLONE": "YOUR_ENABLE_CLONE_HERE"
      }
    }
  }
}

Frequently Asked Questions

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

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