Gitlab MCP vs MCP Github Project Manager

A side-by-side look at the Gitlab MCP and MCP Github Project Manager MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.

Gitlab MCP logoGitlab MCPVersion ControlGitLab MCP server for projects, merge requests, issues, pipelines, wiki, releases, and more.47FairAuth: api key requiredMCP Github Project Manager logoMCP Github Project ManagerVersion Control · Local subprocess (stdio)MCP server for AI-powered GitHub project management — 20 tools, 169 actions, agent swarm orchestration, GitHub Actions/Releases/Branches, MCP Resources & Prompts, PRD-to-issues pipeline68GreatAuth: api key required

Verdict: choose Gitlab MCP for version control work; choose MCP Github Project Manager 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 MCP logoChoose Gitlab MCP when

  • You need dedicated capabilities in the Version Control domain.
  • Its auth model fits you: API key required.
  • You have the keys it needs: GITLAB_PERSONAL_ACCESS_TOKEN, GITLAB_PERSONAL_ACCESS_TOKEN_FILE, GITLAB_API_URL, GITLAB_USE_OAUTH, GITLAB_MCP_OAUTH, REMOTE_AUTHORIZATION, GITLAB_TOOLSETS, GITLAB_MCP_COMPACT_RESULTS.
  • You want tools like mcp-remote, X-Gitlab-Enabled-Mcp-Server-Toolsets, X-Gitlab-Mcp-Server-Tool-Name-Prefix.
Explore Gitlab MCP

MCP Github Project Manager logoChoose MCP Github Project Manager when

  • You need dedicated capabilities in the Version Control domain.
  • You prefer a local stdio subprocess transport.
  • Its auth model fits you: API key required.
  • You have the keys it needs: GITHUB_TOKEN, GITHUB_OWNER, GITHUB_REPO.
  • You want tools like manage_project, manage_issues, manage_prs.
Explore MCP Github Project Manager

Feature & specification comparison

Rows where the two servers differ are marked.

SpecGitlab MCP logoGitlab MCPMCP Github Project Manager logoMCP Github Project Manager
CategoryVersion ControlVersion Control
Quality signal47/100 · Fair68/100 · Great
Install commandNot confirmed yetConfirmed
Transport—Local subprocess (stdio)
AuthAPI key requiredAPI key required
PricingNot declaredNot declared
Required env varsGITLAB_PERSONAL_ACCESS_TOKENGITLAB_PERSONAL_ACCESS_TOKEN_FILEGITLAB_API_URLGITLAB_USE_OAUTHGITLAB_MCP_OAUTHREMOTE_AUTHORIZATIONGITLAB_TOOLSETSGITLAB_MCP_COMPACT_RESULTSGITHUB_TOKENGITHUB_OWNERGITHUB_REPO
Verified ownerCommunity listingCommunity listing
GitHub stars2,091105
Directory activity 0 views 0 installs 0 upvotes 1 views 0 installs 0 upvotes
Tools320

Tools & capabilities

Gitlab MCP tools 3

  • mcp-remote
  • X-Gitlab-Enabled-Mcp-Server-Toolsets
  • X-Gitlab-Mcp-Server-Tool-Name-Prefix

MCP Github Project Manager tools 20

  • manage_projectManage GitHub Projects (v2): create, list, get, update, delete projects; manage readme, fields, views, items; handle templates and link to repos/teams. Use the `action` field to select the operation.
  • manage_issuesManage GitHub Issues: create, list, get, update issues; manage comments and drafts; search with advanced filters; manage sub-issues. Use the `action` field to select the operation.
  • manage_prsManage Pull Requests: create, get, list, update, merge PRs; list and create reviews. Use the `action` field to select the operation.
  • manage_milestonesManage Milestones: create, list, update, delete milestones; get metrics; find overdue and upcoming milestones. Use the `action` field to select the operation.
  • manage_sprintsManage Sprints: create, list, update sprints; get current sprint; add/remove issues; get metrics and plan. Use the `action` field to select the operation.
  • manage_labelsManage repository Labels: create and list labels. Use the `action` field to select the operation.
  • manage_automationManage Project Automations: list, get and delete the automation workflows of a GitHub project. Use the `action` field to select the operation.
  • manage_iterationsManage Project Iterations: get configuration, current iteration, items; find by date; assign items. Use the `action` field to select the operation.
  • manage_eventsManage Events: subscribe to project events, get recent events, replay events. Use the `action` field to select the operation.
  • manage_status_updatesManage project Status Updates: create, list, and get status updates. Use the `action` field to select the operation.
  • ai_generateAI-powered generation: generate/enhance/parse PRDs, add features, get next tasks, analyze complexity, expand tasks, create traceability matrices. Use the `action` field to select the operation.
  • ai_analyzeAI-powered analysis: enrich issues (single/bulk), triage issues, schedule triaging, suggest labels, detect duplicates, find related issues. Use the `action` field to select the operation.
  • +8 more on 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 MCP

No confirmed install command for Gitlab MCP yet — follow the setup steps linked from its listing page rather than a guessed package name.

MCP Github Project Manager

mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "mcp-github-project-manager": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-github-project-manager"
      ],
      "env": {
        "GITHUB_TOKEN": "YOUR_GITHUB_TOKEN_HERE",
        "GITHUB_OWNER": "YOUR_GITHUB_OWNER_HERE",
        "GITHUB_REPO": "YOUR_GITHUB_REPO_HERE"
      }
    }
  }
}

Frequently asked questions

Gitlab MCP is categorized under Version Control and uses an install path we have not confirmed yet. MCP Github Project Manager belongs to Version Control and uses a local stdio subprocess. Pick Gitlab MCP for version control work and MCP Github Project Manager 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 MCP has no confirmed install command yet — follow its own setup instructions.

Gitlab MCP has no declared pricing — check the project's own site. Auth: api key required. MCP Github Project Manager has no declared pricing — check the project's own site. Auth: api key required. 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-mcp and mcp-github-project-manager as separate keys in the same mcpServers object, and your assistant will call tools from either one.

On AllMCPs, Gitlab MCP has a quality signal of 47/100 (Fair) with 0 views, 0 installs and 2,091 GitHub stars. MCP Github Project Manager has 68/100 (Great) with 1 views, 0 installs and 105 GitHub stars.