Skip to main content
Glama

visibility

Your AI visibility today

get_visibility
Read-onlyIdempotent

Your latest FrontStat Pro report: date, visibility score, whether each AI assistant recommends your product for your main buyer question and who it names instead, and for your 10 buyer questions how many answers recommend you (X of Y) per assistant. Needs FrontStat Pro: send your dashboard token as a Bearer token. Covers the domain on your subscription.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.8/5.0
Behavior4/5

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

Annotations already cover the safety profile (readOnly, idempotent, non-destructive, closed-world), so the description's value-add is the access model: it requires a FrontStat Pro subscription, the dashboard token must be sent as a Bearer token, and the scope is limited to the domain on the subscription. That auth/prerequisite detail is genuinely beyond the structured fields; no rate limits or failure modes are mentioned.

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?

Front-loaded with what the report contains, then two short sentences on prerequisites and scope. The first sentence is a dense enumeration but every listed field is a real return value given no output schema exists. Slightly long, but no filler.

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

Completeness4/5

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

With no output schema, the description has to carry the return-value burden and does: it names the date, score, per-assistant recommendation, the competitor named instead, and X-of-Y coverage. Combined with the stated subscription/token prerequisite, an agent has enough to call it and interpret the result; only pagination/formatting and the trend-vs-snapshot distinction are missing.

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

Parameters4/5

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

The tool takes zero parameters, so there is no parameter semantics to document and the baseline is 4. The description's reference to the subscription domain and Bearer token correctly signals that scoping comes from credentials rather than input, avoiding any expectation that a domain argument exists.

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?

Names the exact resource ('your latest FrontStat Pro report') and enumerates its contents concretely — date, visibility score, per-assistant recommendation and the competitor named instead, and X-of-Y coverage across 10 buyer questions. It is clearly distinguishable in substance from cited_sites, list_buyer_questions, or who_wins_instead, though it never explicitly names a sibling or contrasts 'latest' against visibility_history.

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

Usage Guidelines3/5

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

The word 'latest' implies this is the current-snapshot tool versus visibility_history for trends, but the description never states when to prefer this over that sibling or over check_public_launch. Usage is only inferable from the words 'latest' and 'today' in the title.

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.

Resources