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GitLab MCP Server

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

Connector by jmrplens · GitHub account verified by the MCP Registry

IndexedMITLocal (stdio)Remote (HTTP)★ 45
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Install

Works with Claude Code, VS Code, Codex, Claude Desktop, Cursor, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install connector/jmrplens-gitlab-mcp-server

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

Remote endpoint

  • https://mcp.jmrp.io/gitlab Remote (HTTP)

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About

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

Use cases: version-control

Reviews

Write a review

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this server can do and what it asks for, from its tool list, install config and code. Checked Oct 25, 2026.

Tools
0 read · 0 write · 0 delete · 1 not yet classified
Secrets
2 (API keys, tokens or passwords)
Install scripts
None found
Runs as
Node.js package

Tools by what they do 1

Read from the source code; the running server may list different tools.

Not yet classified 1 · We could not tell from the name and description.

  • HTTP

Secrets and settings it asks for

Secrets: values you paste in that let it act as you.

  • Authorization
  • GITLAB_TOKEN

Other settings (environment variables or headers).

  • GITLAB_MCP_ALLOWED_DOWNLOAD_DIRS
  • GITLAB_MCP_ALLOWED_IMPORT_DIRS
  • GITLAB_MCP_ALLOWED_UPLOAD_DIRS
  • GITLAB_MCP_CAPABILITY_SURFACE
  • GITLAB_MCP_EMBEDDED_RESOURCES
  • GITLAB_MCP_EXCLUDE_TOOLS
  • GITLAB_MCP_IGNORE_SCOPES
  • GITLAB_MCP_LOG_LEVEL
  • GITLAB_MCP_META_PARAM_SCHEMA
  • GITLAB_MCP_RATE_LIMIT_BURST
  • GITLAB_MCP_RATE_LIMIT_RPS
  • GITLAB_MCP_READ_ONLY
Show 6 more settings
  • GITLAB_MCP_SAFE_MODE
  • GITLAB_MCP_SKIP_TLS_VERIFY
  • GITLAB_MCP_TIER
  • GITLAB_MCP_TOOL_SURFACE
  • GITLAB_MCP_UPLOAD_MAX_FILE_SIZE
  • GITLAB_URL

Network hosts it talks to 60

  • 169.254.169.254 · found in code
  • 169.254.43518 · found in code
  • 192.0.2.2 · found in code
  • 192.0.2.3 · found in code
  • 192.0.2.4 · found in code
  • 2001:db8::1 · found in code
  • 2002:a9fe:a9fe:: · found in code
  • 203.0.113.1 · found in code
  • 64:ff9b::a9fe:a9fe · found in code
  • ::1 · found in code
  • a.com · found in code
  • agent-plugins.org · found in code
  • alice.dev · found in code
  • api.datadoghq.com · found in code
  • api.nuget.org · found in code
  • attacker.invalid · found in code
  • avatar.url · found in code
  • b.com · found in code
  • bitbucket.org · found in code
  • cdn.g · found in code
  • claude.ai · found in code
  • collector.invalid · found in code
  • cursor.com · found in code
  • cwe.mitre.org · found in code
  • distinct.internal · found in code
  • docs.gitlab.com · found in code
  • docs.jmrp.io · found in code
  • e.com · found in code
  • example.invalid · found in code
  • example.test · found in code
Show 30 more hosts
  • first.example.test · found in code
  • github.com · found in install command, code
  • gitlab.123 · found in code
  • gitlab.com · found in code
  • gitlab.corp.example.test · found in code
  • gitlab.example.test · found in code
  • gitlab.gnome.org · found in code
  • gitlab.internal · found in code
  • gitlab.invalid · found in code
  • gitlab.local · found in code
  • gitlab.test · found in code
  • gravatar.com · found in code
  • licenses.nuget.org · found in code
  • mcp.example.test · found in code
  • mcp.jmrp.io · found in remote endpoint, install command, code
  • myproject.pages.io · found in code
  • new.com · found in code
  • other.example.test · found in code
  • otlp.invalid · found in code
  • owasp.org · found in code
  • p.io · found in code
  • primary.internal · found in code
  • public.example.test · found in code
  • raw.githubusercontent.com · found in code
  • schemas.microsoft.com · found in code
  • sentry.io · found in code
  • slsa.dev · found in code
  • source.gitlab.com · found in code
  • stub.invalid · found in code
  • test.com · found in code

Files it touches

  • ~/.gitlab-mcp-server.env
  • /dev/full
  • /dev/null
  • /dev/ptmx
  • /dev/pts
  • /dev/zero
  • /etc/ssl/mcp.crt
  • /etc/ssl/mcp.key
  • /etc/tls/cert.pem
  • /etc/tls/key.pem
  • /home/dev/gitlab-mcp-server/internal/tools/epics/epics.go
  • /home/dev/gitlab-mcp-server/main.go
  • /home/dev/internal/checkouts/repo/internal/tools/epics/epics.go
  • /home/somebody/go/pkg/mod/gitlab.com/gitlab-org/api/client-go@v1.2.3
  • /home/somebody/go/pkg/mod/gitlab.com/gitlab-org/api/client-go/v3@v3.0.0
  • /home/somebody/go/pkg/mod/gitlab.com/gitlab-org/api/client-go/v3@v3.15.0/findings.go
  • /home/somebody/go/pkg/mod/gitlab.com/gitlab-org/api/client-go/v3@v3.15.0/workitems.go
  • /opt/tools/glmcp
  • /opt/tools/scripts/outside.sh
  • /proc
  • /proc/cpuinfo
  • /proc/meminfo
  • /proc/self/environ
  • /proc/self/fd/1
  • /proc/self/mem
  • /proc/self/stat
  • /sys/class/net/lo/mtu
  • /tmp/a.png
  • /tmp/app.bin
  • /tmp/app.tar.gz
  • /tmp/archive.tar.gz
  • /tmp/badge.png
  • /tmp/e2e-calls
  • /tmp/e2e-calls-fixture
  • /tmp/elsewhere/file.go
  • /tmp/eval-packages
  • /tmp/file.bin
  • /tmp/file.png
  • /tmp/file.txt
  • /tmp/held.json

Tools (1)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

  • HTTP

    Description is built at runtime.

Signals

Stars
45
Forks
6
Open issues
57
Contributors
4
Weekly downloads
397
Last commit
Oct 23, 2026 (6 days ago)
Last release
Oct 20, 2026 (9 days ago)
Last package publish
Oct 20, 2026 (9 days ago)

From GitHub (fetched Oct 24, 2026) and the package registry.

Details

Registry name
io.github.jmrplens/gitlab-mcp-server
Version
3.3.0
Auth
Bearer token, API key
Packages
mcpb https://github.com/jmrplens/gitlab-mcp-server/releases/download/v3.3.0/gitlab-mcp-server-darwin.mcpbmcpb https://github.com/jmrplens/gitlab-mcp-server/releases/download/v3.3.0/gitlab-mcp-server-windows.mcpbmcpb https://github.com/jmrplens/gitlab-mcp-server/releases/download/v3.3.0/gitlab-mcp-server-linux.mcpboci ghcr.io/jmrplens/gitlab-mcp-server:3.3.0@sha256:88784f176a65d934c4a181eb832a525e94f106f49189cb9c6fde907dd00cf19coci docker.io/jmrplens/gitlab-mcp-server:3.3.0@sha256:88784f176a65d934c4a181eb832a525e94f106f49189cb9c6fde907dd00cf19cnpm @jmrp.io/gitlab-mcp-serverpypi jmrplens-gitlab-mcp-servernuget gitlab-mcp-server
License
MIT
Repository
github.com/jmrplens/gitlab-mcp-server
Website
docs.jmrp.io/gitlab-mcp-server
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
Official MCP Registrygithub-graphql

More from jmrplens

Cite this page

GitLab MCP Server. Agent Mart. https://agentmart.dev/connectors/jmrplens-gitlab-mcp-server (last updated 2026-10-24)