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jakedx6

Helios-9 MCP Server

by jakedx6

analyze_document_content

Analyze documents for readability, completeness, AI optimization, link quality, and structure. Get actionable improvement suggestions to enhance content effectiveness.

Instructions

Perform advanced analysis on document content

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
document_idYesID of the document to analyze
analysis_typesNoTypes of analysis to perform
include_suggestionsNoWhether to include improvement suggestions
Behavior2/5

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

With no annotations, the description must fully disclose behavioral traits. It merely states 'perform advanced analysis' without indicating if the tool is read-only, modifies data, requires authentication, has rate limits, or produces side effects. Agents cannot infer safety or impact from this description.

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

Conciseness3/5

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

The description is a single sentence, making it concise in length. However, conciseness should not come at the cost of clarity. While it avoids fluff, it is too brief to be informative, earning a middle score.

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 absence of an output schema, the description should explain what the tool returns (e.g., scores, suggestions, errors). It does not. The description is incomplete for an analysis tool that likely produces complex results. Additionally, it does not address the variety of analysis types listed in the schema.

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?

All three parameters have descriptions in the schema (100% coverage), so the baseline is 3. The tool description does not add any additional meaning beyond what the schema already provides. For example, it doesn't explain what 'readability' analysis entails or how suggestions are used.

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

Purpose3/5

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

The description states the tool performs 'advanced analysis on document content', identifying the resource and action. However, 'advanced analysis' is vague and does not differentiate from sibling tools like analyze_conversation or extract_action_items, which may also analyze content. The purpose is clear but not specific enough to uniquely identify the tool's functionality.

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. There is no mention of prerequisites, use cases, or when not to use it. The description lacks any context that would help an agent decide between this tool and similar 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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