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craft-content-mcp

Content Repurposer

content_repurposer
Read-only

Transform source content into multiple formats. Just paste content: we'll generate the 5 most useful formats by default, or specify exactly what you need.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
brand_voiceNoBrand voice to maintain
key_messageNoOptional: Core message to emphasize across all formats
source_typeYesWhat type of content is the source
source_contentYesOriginal content to repurpose (blog post, article, transcript, etc.)
target_formatsNoOPTIONAL: Formats to generate (comma-separated). Defaults to: linkedin_post, twitter_thread, email, blog_summary, quote_cards. Other options: infographic_outline, video_script, podcast_talking_points, slide_deck_outline, newsletter_section

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.5/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, destructiveHint=false, openWorldHint=false, so the safety profile is covered. The description adds genuine behavioral context — the default of generating 5 formats — though this partly duplicates the target_formats schema description and omits things like processing latency or output structure.

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?

Two tight sentences with the core action front-loaded and the default/output-count detail immediately after. The promotional 'most useful formats' phrasing is slightly loose but does not bloat the text.

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?

For a read-only transformation tool with full schema coverage and no output schema, the description conveys the essential contract (paste content, get 5 formats by default, override as needed). It could say more about the returned structure, but nothing critical to invocation is missing.

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 the schema documents every parameter and both enums, establishing a baseline of 3. The description only loosely alludes to target_formats ('specify exactly what you need') and adds no syntax or format guidance beyond the schema.

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 states a specific verb (transform) and resource (source content) plus the outcome (multiple output formats), which is clear. It does not, however, name or differentiate itself from the many sibling generators (case_study_generator, newsletter_builder, webinar_script), so an agent must infer the boundary from the format list alone.

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?

It explains the default behavior (5 formats) and that you can override by specifying formats, which implies usage. But it never states when to choose this tool over siblings or any prerequisites/exclusions, leaving the routing decision to inference.

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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