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glama

GitLab MCP Server

Enables AI assistants to interact with GitLab by wrapping the REST API v4 into executable tools for repository and branch management. It supports operations like creating projects, managing branches, and retrieving user information through the Model Context Protocol.

→ masx200/gitlab-mcp-server· listed on glama
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// key findings
⚠️
Known vulnerabilities in dependencies: 6 high
Affects packages this MCP installs at runtime. Upgrade or remove the affected dependency.
⚠️
Tests do not pass
Either the test suite is broken or the code regressed. Either way the published behaviour can’t be verified by the publisher’s own tests.
✅
29 tools verified — handlers match their declared behaviour
1 read-only tool verified — handlers contain no write/delete/exec
✅
No credential exfiltration, no sensitive file access, no obfuscation
Static analysis found nothing flowing your secrets to unexpected places.
✅
Open source with a license and README
Anyone can audit the code, the license is declared, and the publisher documents what it does.
🔐
You'll be asked for 2 credentials: GITLAB_TOKEN, MCP_CLIENT_SECRET
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// known CVEs in dependencies6 high9 low

Disclosed vulnerabilities in this server's declared npm dependencies (via OSV). Whether each is reachable depends on the installed versions.

high@modelcontextprotocol/sdk@1.25.2GHSA-345p-7cg4-v4c7

@modelcontextprotocol/sdk has cross-client data leak via shared server/transport instance reuse

highundici@6.0.0GHSA-f269-vfmq-vjvj

Undici: Malicious WebSocket 64-bit length overflows parser and crashes the client

highundici@6.0.0GHSA-v9p9-hfj2-hcw8

Undici has Unhandled Exception in WebSocket Client Due to Invalid server_max_window_bits Validation

highundici@6.0.0GHSA-vrm6-8vpv-qv8q

Undici has Unbounded Memory Consumption in WebSocket permessage-deflate Decompression

high@modelcontextprotocol/sdk@1.25.1GHSA-345p-7cg4-v4c7

@modelcontextprotocol/sdk has cross-client data leak via shared server/transport instance reuse

Depend on this server? Get alerted when its CVEs change.Watch this server free →
// required environment variables
This server reads these from process.env. You'll be asked to provide them before it can run.
configGITLAB_HOST— 否 GitLab 实例地址 https://gitlab.com
🔐 secretGITLAB_TOKEN— 你的GitLab访问令牌
configMCP_AUTH_PORT
configMCP_CLIENT_ALGORITHM
configMCP_CLIENT_ID
configMCP_CLIENT_PRIVATE_KEY_PEM
🔐 secretMCP_CLIENT_SECRET
configMCP_DANGEROUSLY_ALLOW_INSECURE_ISSUER_URL
configMCP_PORT
configMCP_SERVER_URL
configPORT
configSKIP_INTEGRATION_TESTS
// full audit trail
The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.
// improvement guidance — verified publishers only
We have 10 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.
// embed badge in your README
[![M8ven Score](https://m8ven.ai/badge/mcp/masx200-gitlab-mcp-server-ec90ni)](https://m8ven.ai/mcp/masx200-gitlab-mcp-server-ec90ni)
commit: bcd9a87c66667658d9c420353c88cbbfcf4b2887
code hash: dc8d598b4124087f2c185161a121a88fb1665c3bc63ec063d250e2ef1b21d23e
verified: 6/12/2026, 11:17:21 AM
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