Skip to main content
Glama

sanhao-global-experts

notice-reply-tool

A production-ready notice reply tool 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

C2.1/5.0
Behavior2/5

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

No annotations exist, so the description carries the entire behavioral burden. The only behavioral hint is 'delivered as a copy-paste prompt pack with examples', which leaves it ambiguous whether the tool performs analysis or merely returns a template, and says nothing about side effects, required context, or result shape.

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?

Two sentences, both of which are sales copy ('production-ready', 'run today', 'copy-paste prompt pack') rather than functional information. The size is small, but nothing in it is front-loaded with what the tool actually does.

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

Completeness1/5

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

With no annotations and no output schema, the description is the only source of behavioral information, and it supplies none: no return format, no workflow steps, no indication of what the prompt pack contains. An agent cannot predict the result of invoking it.

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 baseline is 3. The description adds no meaning about how a query scopes the analysis or what happens when it is omitted.

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 description restates the name ('notice reply tool') and wraps it in marketing language ('production-ready... system for marketing and operations leaders'), but never states the actual operation: does it draft a reply to a notice, evaluate one, or emit a prompt template? Siblings like notice-write-tool, notice-polish-tool and notice-audit-tool are not distinguished from it in any way.

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?

'For marketing and operations leaders' names an audience, not a trigger condition. There is no statement of when to pick this over the many notice-*, complaint-reply-tool or review-reply-tool siblings, and no prerequisites or exclusions are given.

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.