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fastmcp-me

Agent Knowledge MCP

by fastmcp-me

create_document_template

Create structured document templates with AI-generated metadata, tags, and key points for knowledge base entries.

Instructions

Create a properly structured document template for knowledge base with AI-generated metadata and formatting

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
titleYesDocument title for the knowledge base entry
contentNoDocument content for AI analysis and metadata generation
priorityNoPriority level for the documentmedium
source_typeNoType of source contentmarkdown
tagsNoAdditional manual tags (will be merged with AI-generated tags)
summaryNoBrief summary description of the document content
key_pointsNoAdditional manual key points (will be merged with AI-generated points)
relatedNoList of related document IDs or references
use_ai_enhancementNoUse AI to generate intelligent tags and key points

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior2/5

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

With no annotations provided, the description carries full burden. It mentions 'AI-generated metadata and formatting' but does not disclose what changes are made, whether it is safe or destructive, any authentication needs, or rate limits. The return value is not described despite an output schema existing.

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 that is concise and front-loads the purpose. However, it could be slightly more structured, e.g., by separating the AI generation aspect.

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 complexity (9 parameters, 1 required) and the existence of an output schema, the description should mention what the output looks like or any dependencies (e.g., need for an existing index). It lacks this context, making it incomplete.

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 parameters are well-described in the schema. The description adds no new meaning beyond what the schema already provides, such as explaining parameter interactions or constraints.

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 creates a 'properly structured document template' with AI-generated metadata and formatting. The verb 'create' and resource 'document template' are specific, and the tool is distinguishable from siblings like 'index_document' or 'create_index' which have different actions.

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

Usage Guidelines3/5

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

The description implies usage for creating templates with AI enhancement but provides no explicit guidance on when to use this tool versus alternatives like 'index_document' or 'batch_index_directory'. There is no mention of when not to use it or any prerequisites.

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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