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get_sources

Read-only

Show all documents, URLs, and voice notes that have been ingested, with what was extracted from each.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
source_typeNoFilter by source type

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true and destructiveHint=false, so the description aligns. It adds value by mentioning that extracted content is included, but does not cover aspects like pagination or performance. With annotations covering safety, a score of 3 is appropriate.

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?

A single sentence of 14 words that efficiently conveys the tool's purpose and scope without any redundant information. Every word earns its place.

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?

Given the simplicity of the tool (one optional parameter, no output schema), the description adequately covers what the tool returns (sources and extracted content). However, missing details like pagination or sorting, and no guidance on when to use this over get_document, leave minor gaps.

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 schema description for the single parameter (source_type) is covered 100%, but the tool description adds context that all types are shown if no filter is applied, listing the enum values explicitly. This enhances understanding beyond the schema.

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?

The description clearly states the verb 'show' and the specific resources 'all documents, URLs, and voice notes', along with the detail 'with what was extracted from each'. It distinguishes from sibling tools like get_document (single item) and add_* (creation).

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 description implies usage for viewing all ingested sources but does not explicitly state when to use this tool versus alternatives, nor does it provide when-not-to-use guidance. The context is clear but not elaborated.

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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