GitLab MCP Server
A self-hosted Model Context Protocol server that exposes over 850 GitLab actions as tools, enabling agents to manage projects, merge requests, and pipelines via streamable HTTP.
Endpoint and access
OAuth sign-in: the first time you connect, your client opens the vendor's own authorization prompt in a browser.
https://mcp.jmrp.io/gitlabChecks and signals
Each line is separate evidence, not a trust score.
- Passed Endpoint answered the live check ·
- Availability 1 of 1 checks passed in 30 days
What you can do with it
- Manage GitLab projects and repositories
- Handle merge requests and code reviews
- Monitor and trigger CI/CD pipelines
Source and maintenance
- Maintenance checked
Tools
Reported by the attributed source; not independently observed by Koskamo.
90-day uptime
A lightweight connection check about every six hours, sampled on hosts with many listings. It shows the server answered, not that its tools work.
- 2026-11-06: 1 of 1 checks answered
- 2026-11-07: 1 of 1 checks answered
30-day availability
Aggregated from read-only remote checks; this is not a tool-execution or security guarantee.
- Successful checks
- 1 of 1 (100%)
- Average latency
- 365 ms
- 95th percentile latency
- 365 ms
Maintenance history
Public check and source-refresh events. Editorial and ownership records remain private.
- · probe · passed · 365 ms · metadata changed · refuses unauthenticated initialize (HTTP 401)
Connect from your client
Each snippet registers the same endpoint; pick the client you use.
Claude Code
claude mcp add --transport http gitlab-mcp-server-jmrp https://mcp.jmrp.io/gitlabCodex
codex mcp add gitlab-mcp-server-jmrp --url https://mcp.jmrp.io/gitlabCursor
{
"mcpServers": {
"gitlab-mcp-server-jmrp": {
"url": "https://mcp.jmrp.io/gitlab"
}
}
}Cline
{
"mcpServers": {
"gitlab-mcp-server-jmrp": {
"type": "streamableHttp",
"url": "https://mcp.jmrp.io/gitlab",
"disabled": false
}
}
}VS Code
{
"servers": {
"gitlab-mcp-server-jmrp": {
"type": "http",
"url": "https://mcp.jmrp.io/gitlab"
}
}
}Gemini CLI
gemini mcp add --transport http gitlab-mcp-server-jmrp https://mcp.jmrp.io/gitlabClaude Desktop
https://mcp.jmrp.io/gitlabWindsurf
{
"mcpServers": {
"gitlab-mcp-server-jmrp": {
"serverUrl": "https://mcp.jmrp.io/gitlab"
}
}
}Let your agent find its tools
Find servers like GitLab MCP Server from your agent. Add Koskamo once to search the index for endpoints, access requirements, and client setup. Public discovery needs no key.