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FoundZiGu

ragflow-mcp-server-fixed

by FoundZiGu

List datasets

list_datasets

List all RAGFlow datasets with their IDs and names, optionally filtering by dataset ID or name.

Instructions

List RAGFlow datasets. Returns dataset id and name.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
idNoOptional dataset id
nameNoOptional dataset name
Behavior2/5

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

No annotations are provided, so the description should explicitly state that the tool is read-only and disclose any side effects. It only says 'List' which implies read-only but does not clarify auth requirements or rate limits.

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?

The description is a single, short sentence that is easy to parse. It could be improved by structuring return fields, but it is not verbose.

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 list tool with optional filters, the description is minimally adequate. It lacks mention of output format, pagination, or behavior when no parameters are provided.

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

Parameters3/5

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

Schema coverage is 100% with descriptions for both parameters. The description adds no extra meaning beyond what the schema provides, so baseline score of 3 is appropriate.

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 'List RAGFlow datasets' with a specific verb and resource. It distinguishes itself from siblings like 'chat' and 'retrieve' which are not listing datasets.

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?

No guidance on when to use this tool versus alternatives like 'ask_configured_chat' or how to handle optional parameters. Missing context about prerequisites or scenarios.

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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