Skip to main content
Glama

sanhao-global-experts

selfmedia-start

AI-powered restaurant & brand intelligence pack. Instantly generate a ready-to-use selfmedia start workflow - no prompt engineering needed. Ships as a full prompt kit with step-by-step instructions and a 30-day support promise.

Input Schema

NameRequiredDescriptionDefault
queryNoOptional user query to scope the analysis.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.6/5.0
Behavior2/5

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

No annotations are provided, so the description carries the full behavioral-disclosure burden. It mentions a "prompt kit" and a support promise, but does not describe what the tool actually generates, the output format, side effects, or any operational constraints.

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 short and front-loaded with the domain and output claim. However, the closing "30-day support promise" is sales copy rather than invocation-relevant information, slightly reducing its efficiency.

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 lack of annotations and no output schema, the description should be clearer about what calling the tool produces and when to use it. It leaves the agent without enough context to select and invoke the tool confidently, especially among many similarly named siblings.

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?

There is only one optional parameter, and the input schema already documents it fully as an optional query to scope the analysis. The description adds no meaning beyond the schema, so the baseline score of 3 is appropriate.

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 names a domain ("restaurant & brand intelligence pack") and an output ("selfmedia start workflow"), but "selfmedia start workflow" is undefined and does not clearly distinguish this tool from the many sibling content and F&B tools. The purpose is therefore vague rather than precisely stated.

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?

It provides no when-to-use guidance, no prerequisites, and no alternatives among the extensive sibling set. The only usage-adjacent claim is marketing copy ("no prompt engineering needed"), which does not help an agent decide when this tool is appropriate.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.