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Sleeper Hit Studio — Public Discovery

Find projects

find_projects
Read-onlyIdempotent

List public projects for a writer. Results include project hub URLs and public asset summaries.

Input Schema

NameRequiredDescriptionDefault
queryNoOptional title, genre, logline, or synopsis text.
writerSlugYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.1/5.0
Behavior3/5

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

Annotations already declare readOnly, idempotent, openWorld and non-destructive, so the safety profile is covered. The description usefully adds that only public projects are returned and that results contain hub URLs and asset summaries, but says nothing about result limits, ordering, or pagination.

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

Conciseness5/5

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

Two compact sentences, front-loaded with the action and scope, followed by return-content information. No filler or redundancy.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a two-parameter list tool with no output schema, the description at least characterizes the return payload and the public-only constraint. It still omits pagination/limits, query matching behavior, and writerSlug sourcing, so an agent lacks some operational detail.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is only 50%: 'query' is documented in the schema while the required 'writerSlug' has no schema description, and the description adds nothing about its format or where to obtain it. The description only loosely implies writerSlug via 'for a writer', leaving the most important parameter under-specified.

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?

States a specific verb (list) and resource (public projects) scoped to a writer, which separates it from find_writers and get_writer_profile. It does not explicitly distinguish itself from get_project_summary or search, but the resource is unambiguous.

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 when-to-use or when-not-to-use guidance, and no alternative sibling is named (e.g., search for cross-writer lookup, get_project_summary for one project). The agent must infer the retrieval context from the purpose sentence alone.

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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