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List Eyes on Flash datasets

list_datasets
Read-onlyIdempotent

The datasets this server searches (NAND, DRAM and HBM dies, controllers, hard drives, standards, company results, fab sites), with how many records each holds and the page that shows them.

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": "list_datasets"
  }
}

Input 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 declare readOnlyHint, idempotentHint, openWorldHint=false and destructiveHint=false, so safety and determinism are covered structurally. The description adds genuinely new context by disclosing the shape of the result: each dataset's record count and the page that displays it, which matters because no output schema exists. It stops short of saying the call takes no arguments or how large the list is, but the remaining gap is small.

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 front-loaded sentence with no filler; the long parenthetical is dense but every item earns its place by telling the agent what domains are covered. Slight cost in readability from packing the return contents into the same sentence, but nothing is redundant.

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 input parameters, a rich annotation set, and no output schema, the description carries the return-value burden and does so by naming record counts and page links. It is complete enough to call correctly, though a note that this is the entry point before using search_records or get_record would have closed the loop.

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 and there is nothing for the description to disambiguate. It correctly avoids promising any filtering or paging arguments that the empty schema does not support.

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 the resource concretely and enumerates its contents (NAND, DRAM and HBM dies, controllers, hard drives, standards, company results, fab sites), so an agent knows this is a catalogue of searchable datasets rather than a data query. It is a noun phrase rather than an explicit verb+resource statement, and it does not name the siblings get_record or search_records, but the enumeration alone makes it distinguishable from them.

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?

There is no explicit when-to-use or when-not-to-use guidance and no mention of the alternatives get_record or search_records. Usage is only implied: a zero-parameter catalogue tool that an agent would call to discover what can be searched. The phrase 'the datasets this server searches' hints at that discovery role but never states it as a directive.

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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