Skip to main content
Glama
Alosies

GitLab MCP Server

by Alosies

upload_project_file

Upload a file to a GitLab project and get a markdown link to embed in merge request comments or issue descriptions.

Instructions

Upload a file to a GitLab project. Returns a markdown string and URL that can be embedded in MR comments, issue descriptions, etc.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
fileYesLocal file path to upload (e.g., "/tmp/screenshot.png")
project_idYesProject ID or path
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are provided, so the description carries the full burden. It mentions the return format but omits key behavioral details like permission requirements, file size limits, overwrite behavior, or whether the upload is synchronous. This is insufficient for a mutation tool.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is two sentences with no unnecessary words, efficiently conveying the purpose and output format.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the simple tool (2 params, no output schema, no annotations), the description covers the purpose and output but lacks details on prerequisites, error handling, or behavioral constraints, leaving some gaps.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so the schema already documents both parameters. The description does not add meaningful extra context beyond the schema, meeting the baseline of 3.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the action (upload a file) and the resource (GitLab project), and distinguishes from sibling tools like list_project_uploads by specifying the upload action and the returned markdown/URL for embedding.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description explains when to use (to upload a file) and the utility of the return value (embedding in MR comments), but does not explicitly mention when not to use or alternatives beyond the implicit listing tool.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/Alosies/gitlab-mcp-server'

If you have feedback or need assistance with the MCP directory API, please join our Discord server