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flyanima

Open Search MCP

by flyanima

search_gitlab

Search GitLab projects and repositories by specifying a query and maximum number of results to retrieve relevant code and documentation.

Instructions

Search GitLab projects and repositories

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYesSearch query for GitLab repositories
maxResultsNoMaximum number of results to return
Behavior1/5

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

No annotations are provided, and the description does not disclose any behavioral traits such as authentication needs, rate limits, or what happens with the results. The description is too brief to add value beyond the tool name.

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

Conciseness4/5

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

The description is concise, using a single sentence with no redundancy. However, it could be slightly expanded to include key behavioral context without losing conciseness.

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

Completeness2/5

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

Given the simple schema and lack of annotations or output schema, the description is inadequate. It does not explain what the search returns (e.g., list of projects), how results are ordered, or any search parameters beyond the schema. The tool's context is only partially addressed.

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 description need not add much, but it does not elaborate on parameter semantics (e.g., query format, how maxResults affects pagination). The description simply restates the tool's purpose, offering no extra meaning.

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 tool searches GitLab projects and repositories, using a specific verb and resource. It effectively distinguishes from sibling tools that search other platforms (e.g., search_arxiv, search_bitbucket).

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

Usage Guidelines2/5

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

No guidance is provided on when to use this tool versus alternatives or any prerequisites. The description is minimal and does not mention exclusion criteria or context-specific recommendations.

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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