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jakedx6

Helios-9 MCP Server

by jakedx6

search_documents

Search documents by content with filters for project, type, and ranking to quickly find relevant information.

Instructions

Search documents by content with advanced filtering and ranking

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMaximum number of results to return
queryYesSearch query to find in document titles and content
project_idNoLimit search to specific project
document_typesNoFilter by document types
include_contentNoWhether to include full document content in results
Behavior2/5

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

With no annotations provided, the description carries the full burden. It mentions 'advanced filtering and ranking' but does not explain ranking behavior, pagination, sorting, or any side effects. This is insufficient for a search tool with no output schema.

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 a single sentence, concise and front-loaded. However, the vague terms 'advanced filtering and ranking' could be replaced with more specific details without increasing length.

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?

For a search tool with 5 parameters and no output schema, the description is incomplete. It lacks details on return format, pagination, sorting, and how 'ranking' works. It does not compensate for the missing annotations.

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 parameters are already well-documented. The description adds little beyond 'by content' and 'advanced filtering', which are already implied. It does not clarify ranking or how filters interact.

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

Purpose4/5

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

The description clearly states that the tool searches documents by content with advanced filtering and ranking, which gives a specific verb and resource. It distinguishes from list_documents (which lists without search) but does not differentiate from sibling tools like semantic_search or universal_search, leaving some ambiguity.

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 on when to use this tool versus alternatives like semantic_search, universal_search, or list_documents. The description does not mention when not to use it or provide any context for choosing it over siblings.

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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