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ttpears

GitLab MCP Server

by ttpears

Search GitLab

search_gitlab
Read-onlyIdempotent

Search across GitLab projects and issues with plain text. Enables finding code, discussions, and content across the instance.

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
afterNoPagination cursor. To fetch the next page, pass the previous response pageInfo.endCursor here and repeat until pageInfo.hasNextPage is false. Paginating this way is the reliable path to complete results and accurate totals.
firstNoNumber of results to retrieve per category
fetchAllNoFetch multiple pages per category in one call, up to ~100 items each — NOT exhaustive. For complete results, leave this false and paginate via after (pageInfo.endCursor).
searchTermNoSearch term (leave empty for recent activity)
userCredentialsNoYour GitLab credentials (optional — falls back to the configured env token if not provided)
Behavior4/5

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

Annotations already indicate read-only and idempotent behavior. The description adds useful behavioral constraints: it cannot filter by assignee/labels and cannot search MRs globally. This context is valuable beyond the annotations.

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, front-loading the core purpose and adding a concise note. Every sentence serves a purpose with no wasted words.

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?

Given the complexity (5 parameters, no output schema) and the rich sibling context, the description is somewhat minimal. It covers key limitations but lacks hints about return format or pagination details, which would improve completeness.

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 description coverage is 100%, so baseline is 3. The description does not add extra meaning to the parameters beyond what the schema provides. It focuses on limitations rather than parameter semantics.

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 it performs text search across GitLab projects and issues, which is a specific verb+resource. It also distinguishes itself from siblings 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?

The description explicitly tells when not to use this tool: it does not support filtering by assignee/labels (use search_issues) and cannot search MRs globally (use search_merge_requests). This provides clear guidance on alternatives.

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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