storyforge
AI-powered creative story generation and worldbuilding. Price: $0.60/call (x402, USDC on Base).
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| prompt | Yes | The task, question, or input for this AI service. |
AI-powered creative story generation and worldbuilding. Price: $0.60/call (x402, USDC on Base).
| Name | Required | Description | Default |
|---|---|---|---|
| prompt | Yes | The task, question, or input for this AI service. |
Changes observed during successful MCP inspections.
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations, the description carries the full behavioral burden, and it does disclose the critical commercial trait: $0.60/call via x402/USDC on Base, which tells an agent this is a metered paid call requiring payment plumbing. That is genuinely useful. It stops short of describing what is produced (a story? a structured world bible?) or how the call behaves, leaving a meaningful gap for a generation service.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
Two tight sentences with no waste; the purpose is front-loaded and the pricing constraint follows immediately. Slightly clipped — a clause on output shape would have earned its place, but nothing present is padding.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a single-parameter paid generation tool with no output schema, the agent still lacks any sense of what the response contains (prose, structured world data, length) and how it differs from the many sibling AI services. The payment context is complete; the result context is not.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema coverage is 100% with a single fully documented 'prompt' parameter, so the schema does the heavy lifting and the baseline is 3. The description adds no syntax, format, or length cues for the prompt beyond what the schema already states.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
"Creative story generation and worldbuilding" gives a concrete verb+resource that an agent can act on, and the name alone (storyforge) would not convey it. However, it offers no differentiation from close siblings like worldbuilder and character_roleplay, and "AI-powered" is filler that adds no selection signal.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
There is no when-to-use guidance whatsoever — no statement of the conditions that select storyforge over worldbuilder, character_roleplay, or chatbot, and no prerequisites. The agent is left to infer usage entirely from the one-line purpose.
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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