Skip to main content
Glama

sanhao-global-experts

multi-platform-copywriting

A production-ready multi platform copywriting system for marketing and operations leaders. Get a structured, repeatable workflow you can run today - delivered as a copy-paste prompt pack with examples.

Input Schema

NameRequiredDescriptionDefault
queryNoOptional user query to scope the analysis.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2/5.0
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 disclosure burden. It does reveal one behavioral fact—output is a prompt pack with examples rather than finished copy—but says nothing about whether it generates content, what the response structure is, permissions, or cost. The surrounding sentences are sales copy and add no operational context.

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

Conciseness2/5

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

Only two sentences, but both are promotional filler ('production-ready', 'run today') with low information density. The single useful fact—that the output is a prompt pack with examples—is buried at the end rather than front-loaded.

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?

The tool is simple on the surface (one optional parameter, no output schema, no annotations), yet the description never establishes what invocation yields or how it differs from the many similar copywriting tools. For a tool whose entire value proposition is a deliverable format, the definition leaves the agent guessing.

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% for the single optional 'query' parameter, so the schema already fully documents it; baseline 3 applies. The description adds nothing about how 'query' scopes the output, but the schema's own description ('Optional user query to scope the analysis') covers the basics.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose2/5

Does the description clearly state what the tool does and how it differs from similar tools?

The text restates the tool name ('multi platform copywriting system') and wraps it in marketing language ('production-ready', 'run today') rather than stating a concrete action or resource. The only substantive information—that it is 'delivered as a copy-paste prompt pack with examples'—hints at a deliverable but never says what the tool actually does or produces when invoked. An agent cannot distinguish this from the near-identical sibling 'multiplatform-copywriter' or from 'ecom-copy-pro', 'viral-copywriter', etc.

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

Usage Guidelines1/5

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

There is no when-to-use guidance, no when-not-to-use, and no mention of any alternative. Given over a hundred copywriting siblings in the tool list, including one with an almost identical name, this omission is significant rather than incidental.

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.