gitlab-agent-mcp

MCP server enabling AI assistants to understand GitLab repositories through on-demand source code analysis using specialized AI agents.

→ telkomdev/gitlab-agent-mcp · listed on glama

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// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

🔐

You'll be asked for 2 credentials: GITLAB_TOKEN, OPENAI_API_KEY

These are read from process.env at runtime. Make sure you trust where they’ll be sent.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

configGITLAB_URL— GitLab server URL.

🔐 secretGITLAB_TOKEN— glxx-NA-xxxxxxxxxxxxxxxxx

configOPENAI_USE_TRANSPORT— Enables custom transport for providers that require non-standard authentication headers.

configOPENAI_BASE_URL— Base URL of an OpenAI-compatible API endpoint.

🔐 secretOPENAI_API_KEY— API key used to authenticate requests.

configDISCOVERY_MODEL— Model used by the Repository Discovery Agent.

configRELEVANCE_MODEL— Model used by the Code Relevance Agent.

configANALYSIS_MODEL— Model used by the Repository Analysis Agent.

configMAX_SEARCH_RESULTS— Maximum number of GitLab search results retrieved before reranking.

configMAX_FILES— Maximum number of files selected for analysis.

configMAX_FILE_CHARS— Maximum number of characters loaded from each file.

configPORT— MCP server listening port.

// 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 2 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/telkomdev-gitlab-agent-mcp-hht53t)](https://m8ven.ai/mcp/telkomdev-gitlab-agent-mcp-hht53t)

commit: a5afa3bc7b02a6a6b56935bb2b6c4e66e9e953db

code hash: 0da1d81f6ec1ee9771b3a7a312f184bc4824273cb351956db5f812b8d3f13c4e

verified: 6/25/2026, 9:46:34 AM

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