Skip to main content
Glama

company-signals

coverage

How many companies and careers boards are tracked and how many days have been captured. No key needed.

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.6/5.0
Behavior3/5

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

With no annotations, the description carries the full behavioral burden, and it usefully discloses the auth trait ('No key needed'). But it says nothing about return format, whether counts are scoped/cached, or rate limits, leaving meaningful gaps for a zero-param metadata endpoint.

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?

A single compact sentence front-loads what is measured and appends the auth fact. Nothing is wasted, though the phrasing is slightly run-on and could be tightened.

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?

For a simple no-param stats tool with no output schema, the description tells the agent what is counted and that no key is required. It is nearly complete; only the return shape/format is left implicit.

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 the baseline is 4; there is nothing for the schema to document and the description correctly conveys no inputs are required.

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?

The description states the concrete resource: counts of tracked companies/careers boards and days captured. This distinguishes it from the operational siblings (get_company_open_roles, get_hiring_changes, request_api_key), though the terse name 'coverage' alone would be ambiguous. No explicit sibling differentiation, so a 4 rather than 5.

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?

'No key needed' implies this is a free introspection/stats tool usable before authentication, which gives some selection context versus the key-gated siblings. However, there is no explicit statement of when to call this versus alternatives or what question it answers for an agent.

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