gitlab-agent-mcp (telkomdev/gitlab-agent-mcp) is an MCP server listed on the M8ven Trust Index. M8ven has not graded it: we have no way to read this server ourselves. No publisher has claimed this listing.

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C
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71/100
28 days ago

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

Limited view. Automated analysis covers part of this stack. Findings reflect what we verified. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

Limited view: static analysis for Python is partially covered.

How we verified

Code Verified⚡ Live Monitored: not connected

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Who stands behind it

telkomdev

Source: Glama

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Install from

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.
// environment variables
To run this server yourself, you supply these values. They go in your own MCP client configuration and stay on your machine. The secret label means the value is sensitive, not that the server mishandles it.
configGITLAB_URLGitLab server URL.
🔐 secretGITLAB_TOKENglxx-NA-xxxxxxxxxxxxxxxxx
configOPENAI_USE_TRANSPORTEnables custom transport for providers that require non-standard authentication headers.
configOPENAI_BASE_URLBase URL of an OpenAI-compatible API endpoint.
🔐 secretOPENAI_API_KEYAPI key used to authenticate requests.
configDISCOVERY_MODELModel used by the Repository Discovery Agent.
configRELEVANCE_MODELModel used by the Code Relevance Agent.
configANALYSIS_MODELModel used by the Repository Analysis Agent.
configMAX_SEARCH_RESULTSMaximum number of GitLab search results retrieved before reranking.
configMAX_FILESMaximum number of files selected for analysis.
configMAX_FILE_CHARSMaximum number of characters loaded from each file.
Deployment configuration, supplied by whoever hosts the server. Users are not asked for these.
deployPORT
// quality suggestions

Tool annotations

No tools have read-only/destructive annotations

Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.

All four hints declared on every tool

1/1 tools missing one or more hints — self (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint). OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.

For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.

License file

No license file

Add a LICENSE file (MIT, Apache-2.0, etc.).

Tests exist

No test files found

Add tests that exercise each declared tool.

Claim the listing to review these findings one by one and send us a correction where you disagree, straight to the team. Claiming also means we tell you when the grade moves, and reach you first if we find anything urgent.

// full audit trail
The findings above are the summary. The full trail, every check we ran, each deduction, the network hosts observed and the dependency advisories, goes to verified publishers, along with an alert whenever a new one lands. Verified publishers can also review each finding and dispute it in one click. Publisher corrections have sharpened several of our checks this month, because the maintainer knows the codebase better than any scanner.
// improvement guidance — verified publishers only
We have 4 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)
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commit: a5afa3bc7b02a6a6b56935bb2b6c4e66e9e953db
code hash: 0da1d81f6ec1ee9771b3a7a312f184bc4824273cb351956db5f812b8d3f13c4e
verified: 8/7/2026, 4:36:02 AM
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