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ttpears

GitLab MCP Server

by ttpears

Search GitLab

search_gitlab
Read-onlyIdempotent

Search across GitLab projects and issues for a given text term. Retrieve matching results with pagination support.

Instructions

Text search across GitLab projects and issues (Note: Does not support filtering by assignee/labels - use search_issues for that. MRs cannot be searched globally - use search_merge_requests with username)

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
searchTermNoSearch term (leave empty for recent activity)
firstNoNumber of results to retrieve per category
afterNoCursor for pagination
fetchAllNoFetch all pages up to 100 results per category
userCredentialsNoYour GitLab credentials (optional — falls back to the configured env token if not provided)
Behavior5/5

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

Annotations already declare readOnlyHint=true, destructiveHint=false, idempotentHint=true. Description adds important limitations (no assignee/labels filtering, no global MR search) without contradiction.

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?

Single sentence with two parenthetical notes, conveying essential information without extraneous text.

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

Completeness4/5

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

No output schema, but description explains search scope and limitations. With strong annotations and schema coverage, it adequately prepares the agent for correct usage.

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% with descriptions for all 5 parameters. The description adds no new parameter info beyond what is in the schema, meeting the baseline.

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 'Text search across GitLab projects and issues' and distinguishes from sibling tools like search_issues and search_merge_requests by noting limitations.

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

Usage Guidelines5/5

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

Explicitly provides when to use alternatives: 'use search_issues for that' and 'use search_merge_requests with username' for MRs, offering clear guidance.

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

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