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GitLab MCP Server MCP server | mcptry

GitLab MCP Server

Needs sign-in

io.github.jmrplens/gitlab-mcp-serverv3.3.0

Go MCP server for GitLab: 2 dynamic tools reach ~876 actions on Free/CE, up to ~1103 on Ultimate.

Developer Tools

Source Website Registry entry

Maintain this server? Claim it

Try it

This server signs you in with OAuth, which the playground doesn't support yet. Install it in your MCP client to try it.

Tools

We haven't seen a tool list from this server yet.

Health

The server is up but asks for credentials before it will talk.

Uptime, 30 days: 100%
Uptime, 90 days: 100%

Oct 23, 2026Oct 23, 2026

https://mcp.jmrp.io/gitlab

Last check Oct 23, 18:33 UTC: auth required

Install

Remotestreamable-http

https://mcp.jmrp.io/gitlab

Claude Code

claude mcp add --transport http gitlab-mcp-server https://mcp.jmrp.io/gitlab

Headers: Authorization

Local (mcpb)stdio

https://github.com/jmrplens/gitlab-mcp-server/releases/download/v3.3.0/gitlab-mcp-server-darwin.mcpb

Environment: GITLAB_URL, GITLAB_TOKEN (required), GITLAB_MCP_SKIP_TLS_VERIFY, GITLAB_MCP_TOOL_SURFACE, GITLAB_MCP_TIER, GITLAB_MCP_READ_ONLY, GITLAB_MCP_SAFE_MODE, GITLAB_MCP_LOG_LEVEL

Local (mcpb)stdio

https://github.com/jmrplens/gitlab-mcp-server/releases/download/v3.3.0/gitlab-mcp-server-windows.mcpb

Environment: GITLAB_URL, GITLAB_TOKEN (required), GITLAB_MCP_SKIP_TLS_VERIFY, GITLAB_MCP_TOOL_SURFACE, GITLAB_MCP_TIER, GITLAB_MCP_READ_ONLY, GITLAB_MCP_SAFE_MODE, GITLAB_MCP_LOG_LEVEL

Local (mcpb)stdio

https://github.com/jmrplens/gitlab-mcp-server/releases/download/v3.3.0/gitlab-mcp-server-linux.mcpb

Environment: GITLAB_URL, GITLAB_TOKEN (required), GITLAB_MCP_SKIP_TLS_VERIFY, GITLAB_MCP_TOOL_SURFACE, GITLAB_MCP_TIER, GITLAB_MCP_READ_ONLY, GITLAB_MCP_SAFE_MODE, GITLAB_MCP_LOG_LEVEL

Local (oci)stdio

docker run -i --rm ghcr.io/jmrplens/gitlab-mcp-server:3.3.0@sha256:88784f176a65d934c4a181eb832a525e94f106f49189cb9c6fde907dd00cf19c

Environment: GITLAB_URL, GITLAB_TOKEN (required), GITLAB_MCP_SKIP_TLS_VERIFY, GITLAB_MCP_TOOL_SURFACE, GITLAB_MCP_CAPABILITY_SURFACE, GITLAB_MCP_META_PARAM_SCHEMA, GITLAB_MCP_TIER, GITLAB_MCP_READ_ONLY, GITLAB_MCP_SAFE_MODE, GITLAB_MCP_EMBEDDED_RESOURCES, GITLAB_MCP_EXCLUDE_TOOLS, GITLAB_MCP_IGNORE_SCOPES, GITLAB_MCP_UPLOAD_MAX_FILE_SIZE, GITLAB_MCP_ALLOWED_UPLOAD_DIRS, GITLAB_MCP_ALLOWED_DOWNLOAD_DIRS, GITLAB_MCP_ALLOWED_IMPORT_DIRS, GITLAB_MCP_RATE_LIMIT_RPS, GITLAB_MCP_RATE_LIMIT_BURST, GITLAB_MCP_LOG_LEVEL

Local (oci)stdio

docker run -i --rm docker.io/jmrplens/gitlab-mcp-server:3.3.0@sha256:88784f176a65d934c4a181eb832a525e94f106f49189cb9c6fde907dd00cf19c

Environment: GITLAB_URL, GITLAB_TOKEN (required), GITLAB_MCP_SKIP_TLS_VERIFY, GITLAB_MCP_TOOL_SURFACE, GITLAB_MCP_CAPABILITY_SURFACE, GITLAB_MCP_META_PARAM_SCHEMA, GITLAB_MCP_TIER, GITLAB_MCP_READ_ONLY, GITLAB_MCP_SAFE_MODE, GITLAB_MCP_EMBEDDED_RESOURCES, GITLAB_MCP_EXCLUDE_TOOLS, GITLAB_MCP_IGNORE_SCOPES, GITLAB_MCP_UPLOAD_MAX_FILE_SIZE, GITLAB_MCP_ALLOWED_UPLOAD_DIRS, GITLAB_MCP_ALLOWED_DOWNLOAD_DIRS, GITLAB_MCP_ALLOWED_IMPORT_DIRS, GITLAB_MCP_RATE_LIMIT_RPS, GITLAB_MCP_RATE_LIMIT_BURST, GITLAB_MCP_LOG_LEVEL

Local (npm)stdio

npx -y @jmrp.io/[email protected]

Environment: GITLAB_URL, GITLAB_TOKEN (required), GITLAB_MCP_SKIP_TLS_VERIFY, GITLAB_MCP_TOOL_SURFACE, GITLAB_MCP_CAPABILITY_SURFACE, GITLAB_MCP_META_PARAM_SCHEMA, GITLAB_MCP_TIER, GITLAB_MCP_READ_ONLY, GITLAB_MCP_SAFE_MODE, GITLAB_MCP_EMBEDDED_RESOURCES, GITLAB_MCP_EXCLUDE_TOOLS, GITLAB_MCP_IGNORE_SCOPES, GITLAB_MCP_UPLOAD_MAX_FILE_SIZE, GITLAB_MCP_ALLOWED_UPLOAD_DIRS, GITLAB_MCP_ALLOWED_DOWNLOAD_DIRS, GITLAB_MCP_ALLOWED_IMPORT_DIRS, GITLAB_MCP_RATE_LIMIT_RPS, GITLAB_MCP_RATE_LIMIT_BURST, GITLAB_MCP_LOG_LEVEL

Local (pypi)stdio

uvx jmrplens-gitlab-mcp-server==3.3.0

Environment: GITLAB_URL, GITLAB_TOKEN (required), GITLAB_MCP_SKIP_TLS_VERIFY, GITLAB_MCP_TOOL_SURFACE, GITLAB_MCP_CAPABILITY_SURFACE, GITLAB_MCP_META_PARAM_SCHEMA, GITLAB_MCP_TIER, GITLAB_MCP_READ_ONLY, GITLAB_MCP_SAFE_MODE, GITLAB_MCP_EMBEDDED_RESOURCES, GITLAB_MCP_EXCLUDE_TOOLS, GITLAB_MCP_IGNORE_SCOPES, GITLAB_MCP_UPLOAD_MAX_FILE_SIZE, GITLAB_MCP_ALLOWED_UPLOAD_DIRS, GITLAB_MCP_ALLOWED_DOWNLOAD_DIRS, GITLAB_MCP_ALLOWED_IMPORT_DIRS, GITLAB_MCP_RATE_LIMIT_RPS, GITLAB_MCP_RATE_LIMIT_BURST, GITLAB_MCP_LOG_LEVEL

Local (nuget)stdio

dnx [email protected] --yes

Environment: GITLAB_URL, GITLAB_TOKEN (required), GITLAB_MCP_SKIP_TLS_VERIFY, GITLAB_MCP_TOOL_SURFACE, GITLAB_MCP_CAPABILITY_SURFACE, GITLAB_MCP_META_PARAM_SCHEMA, GITLAB_MCP_TIER, GITLAB_MCP_READ_ONLY, GITLAB_MCP_SAFE_MODE, GITLAB_MCP_EMBEDDED_RESOURCES, GITLAB_MCP_EXCLUDE_TOOLS, GITLAB_MCP_IGNORE_SCOPES, GITLAB_MCP_UPLOAD_MAX_FILE_SIZE, GITLAB_MCP_ALLOWED_UPLOAD_DIRS, GITLAB_MCP_ALLOWED_DOWNLOAD_DIRS, GITLAB_MCP_ALLOWED_IMPORT_DIRS, GITLAB_MCP_RATE_LIMIT_RPS, GITLAB_MCP_RATE_LIMIT_BURST, GITLAB_MCP_LOG_LEVEL

How it ranks

65/100

Works right now: 30/40
Uptime, 30 days: 15/15
Tool quality: 0/15
Complete listing: 15/15
Domain verified: 0/5
Speed: 0/5
Recently updated: 5/5

How scoring works