GitLab MCP Server

io.github.jmrplens/gitlab-mcp-server

Go MCP server for GitLab: 2 dynamic tools reach 1000+ REST/GraphQL actions. Free/CE, no paid tier.

MITno flags

90.5

/ 100 activity

rank #946

How this score was reached

Every point is accounted for below. The weights are published on the methodology page and come from the same code that computes them.

recency

35 / 35

Last pushed 0 days ago, within the 30-day full-marks window.

responsiveness

17.9 / 20

8 open issues against 31 stars (ratio 0.20; full marks at or below 0.10, zero at 1.00 or above).

cadence

15 / 15

Registry entry updated 4 days ago, within the 90-day release window.

community

7.6 / 15

31 stars and 4 contributors, log-scaled so large outliers do not dominate.

metadata

15 / 15

Publisher metadata has OSI-approved licence (MIT), a substantive description, a declared repository link.

Static observations from published metadata. Nothing is installed or executed, and these are deliberately kept out of the score above.

No flags raised for this server.

2 readings, oldest first. Latest 90.5.

Repository: https://github.com/jmrplens/gitlab-mcp-server
Website: https://jmrp.io/docs/gitlab-mcp-server
Version: 2.7.5
Licence: MIT
GitHub: 31 stars · 2 forks · 8 open issues · 4 contributors
Last push: 2026-08-31 14:53:18Z
Packages: mcpb: https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.7.5/gitlab-mcp-server-darwin-amd64@2.7.5
mcpb: https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.7.5/gitlab-mcp-server-darwin-arm64@2.7.5
mcpb: https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.7.5/gitlab-mcp-server-linux-amd64@2.7.5
mcpb: https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.7.5/gitlab-mcp-server-linux-arm64@2.7.5
mcpb: https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.7.5/gitlab-mcp-server-windows-amd64.exe@2.7.5
mcpb: https://github.com/jmrplens/gitlab-mcp-server/releases/download/v2.7.5/gitlab-mcp-server-windows-arm64.exe@2.7.5
Remote endpoints: streamable-http: https://mcp.jmrp.io/gitlab
Registry updated: 2026-08-27 15:32:10Z
First indexed: 2026-08-31 05:53:40Z

Something wrong here? This index reads public registry and GitHub data; if a record is stale or misattributed, email contact@klars.ai.