Skip to main content
Glama

sanhao-global-experts

ir-kb-gen-tool

A production-ready gen 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

C2.2/5.0
Behavior2/5

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

No annotations are supplied, so the description carries the full disclosure burden. It does volunteer that the output is a prompt pack with examples (a useful behavioral hint), but it never states whether the tool reads data, requires credentials or a knowledge base to exist, is safe/idempotent, or how the output is scoped by the optional query.

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, but both are filler marketing copy; the concrete fact (returns a copy-paste prompt pack with examples) is buried in the second sentence behind adjectives like 'production-ready' and 'repeatable'. Short does not equal useful here — the length is fine but the content is not 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?

For a tool with no annotations, no output schema, and a name that requires decoding, the description should pin down the domain (IR knowledge base) and the shape of the returned prompt pack. It leaves the agent unable to tell what 'gen' produces versus what check/tpl produce, so it is incomplete for the tool's actual complexity.

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 a single optional parameter whose schema description is fully documented ('Optional user query to scope the analysis'), so the schema already handles semantics. The tool description adds nothing about what the query actually scopes in a prompt-pack generator, which is a missed opportunity given the ambiguity of 'analysis'.

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 tool's generic 'gen tool' framing in marketing language ('production-ready gen tool system for marketing and operations leaders') without naming the actual resource — a knowledge base for IR — that the name 'ir-kb-gen-tool' implies. It only obliquely reveals the deliverable ('copy-paste prompt pack with examples'), and nothing distinguishes it from the adjacent ir-kb-check-tool and ir-kb-tpl-tool siblings.

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?

There is no statement of when to use this tool, no prerequisites, and no mention of the check/tpl siblings that clearly compete for the same intent. The only implied usage is 'run today', which is promotional rather than directive.

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.