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AgentsReady

Look up a software vendor's ranking

lookup_vendor
Read-only

Where a software vendor ranks in the AgentsReady category rankings (CRM, help desk, payments and 17 more): score, rank, bot wall, MCP server and biggest gap.

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "domain": "<domain>"
    },
    "name": "lookup_vendor"
  }
}

Input Schema

NameRequiredDescriptionDefault
domainYesThe site to check, like example.com

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.5/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true, so the safety profile is known. The description adds valuable behavior context by listing the returned data points: score, rank, bot wall, MCP server, and biggest gap. It does not cover error behavior or output format, but with no output schema these return clues are helpful.

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?

The description is a single front-loaded sentence with no filler. The parenthetical category list and the enumeration of returned fields are dense but purposeful. Slight density is the only issue, not verbosity.

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 one-parameter read-only lookup, the description provides enough context: it explains the category scope and what fields are returned. It omits when-to-use guidance and return format details, but with no output schema the listed fields go a long way. Completeness is adequate for this tool’s 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?

Schema coverage is 100%, and the single domain parameter is fully described with an example in the schema. The description does not add meaning beyond the schema about how a domain maps to a vendor or what format is expected. Baseline 3 is appropriate because the schema does the heavy lifting.

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 names a specific verb and resource: it returns where a software vendor ranks in the AgentsReady category rankings. It also enumerates the ranking fields returned, making the purpose clear. It does not explicitly distinguish itself from sibling tools like check_site, so sibling differentiation is missing.

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?

The description gives no explicit when-to-use guidance, no prerequisites, and no alternatives to consider. Usage is only implied by the purpose statement. The absence of any routing cues leaves an agent to infer when this tool is the right choice.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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