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nietsneuah

filemaker-mcp

by nietsneuah

fm_list_datasets

View all datasets loaded in session memory, including source table, row count, columns, and load time, to know what data is ready for analysis.

Instructions

List all datasets currently loaded in session memory.

Shows what's available for analysis with fm_analyze. Includes dataset name, source table, row count, columns, and load time.

Returns: Formatted list of loaded datasets, or message if none loaded.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior4/5

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

No annotations provided, but description accurately describes tool as a read operation listing datasets with details. No hidden side effects or contradictions.

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?

Four concise sentences with each sentence adding value: purpose, usage context, included fields, return type. Front-loaded and no fluff.

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

Completeness5/5

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

Tool has no parameters and description fully explains what it returns (formatted list or message). Given simplicity and sibling tools, description is complete.

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?

No parameters, so baseline 4 per rules. Description adds no parameter info, but none needed.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

Clear verb 'list' with specific resource 'datasets currently loaded in session memory'. Differentiates from siblings like fm_list_tables (DB tables) and fm_query_records (querying records).

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

States this tool shows what's available for analysis with fm_analyze, indicating when to use it. No explicit exclusion but context is clear given sibling tools.

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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