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Search reviewed AI directory listings

search_listings
Read-only

Browse public reviewed products, plugins, libraries, MCP servers and tools. Pending submissions and private accounts are never returned. Review is not a security certification.

Tool call template

This tool declares no required parameters. Add optional parameters from the input schema as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {},
    "name": "search_listings"
  }
}

Input Schema

NameRequiredDescriptionDefault
typeNo
limitNo
queryNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.3/5.0
Behavior4/5

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

Annotations already cover read-only, open-world and non-destructive, so the description is free to add real value: it discloses that pending submissions and private accounts are excluded from results, and that review is not a security certification. Those are genuine behavioral caveats an agent cannot get from structured fields, though result ordering and pagination remain unstated.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Three short sentences with no filler, and the scope statement is front-loaded ahead of the exclusion and the caveat. Every sentence carries distinct information.

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

Completeness3/5

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

There is no output schema, and the description does not explain the shape of results, ordering, or how 'limit' and 'query' affect the response. The type list and the privacy/certification caveats cover part of the ground, but the parameter story is left entirely to an undocumented schema.

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

Parameters2/5

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

Schema description coverage is 0%, so the description carries the full burden, yet it never mentions the three parameters. Its resource list partially hints at the 'type' enum but omits 'skill' and 'chatbot' and does not map terms to enum values, and 'limit' and 'query' are entirely undocumented.

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?

States a specific verb ('Browse') and resource ('public reviewed products, plugins, libraries, MCP servers and tools'), scoping the tool to a reviewed directory. It does not distinguish itself from the sibling search_skills and search_tools, which overlap heavily with this surface.

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 when-to-use or when-not-to-use guidance and never mentions the sibling alternatives (search_skills, search_tools, get_library_info). An agent has to infer from the name and the resource list that this is the broad directory search.

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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