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Profullstack: Search Fleet Services

profullstack_fleet_search_services
Read-onlyIdempotent

[Profullstack] Search the Profullstack fleet by what you need, e.g. "podcast directory" or "webhooks".

Served by Profullstack (https://profullstack.com/mcp).

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": {
      "query": "<query>"
    },
    "name": "profullstack_fleet_search_services"
  }
}

Input Schema

NameRequiredDescriptionDefault
limitNo
queryYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.2/5.0
Behavior3/5

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

Annotations already declare readOnly, idempotent, non-destructive, closed-world behavior, so safety is covered. The description adds only the hint that queries are natural-language topics rather than exact names; it says nothing about matching semantics, ranking, result size, or the 62-item cap, which is a meaningful omission even at the lower annotation bar.

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?

Two short sentences with the useful example queries front-loaded and no padding; the only filler is the attribution/URL line, which is minor and harmless.

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?

For a simple two-parameter search with no output schema, the definition covers the query intent adequately, but an agent still lacks any description of what a result contains and what `limit` does, so it is not fully self-sufficient.

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 coverage is 0%, so the description must carry parameter meaning. The example strings do clarify what `query` accepts, but `limit` (integer, 1-62) is never mentioned anywhere, leaving half the parameters 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?

"Search the Profullstack fleet" names a specific verb and resource, and the example queries ("podcast directory", "webhooks") show the tool matches services by topic. It is distinguishable from the list/get siblings in spirit but never says so explicitly.

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 examples imply free-text keyword search when you know roughly what service you want, but the description gives no explicit when-to-use versus when-not guidance and does not mention profullstack_fleet_list_services as the browse-everything alternative.

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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