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Hug0x0

opendatasoft-universal

by Hug0x0

opendatasoft_universal_fetch_source_excerpt

Fetch a short text excerpt from a curated source by specifying its index, title keyword, or URL fragment. Retrieve concise source excerpts for quick reference.

Instructions

Fetch a short text excerpt from a curated source by index or title keyword.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
max_charsNo
source_keyYesSource index, title keyword, or URL fragment.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.0

TDQS

C2.9/5.0
Behavior2/5

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

With no annotations provided, the description carries the full burden of behavioral disclosure, but it states only the action and selection method. It omits any information about side effects, return format, error handling, or whether the operation is safe (read-only), which is especially important for a tool with no annotations.

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, tight sentence with no filler and the action is front-loaded. It is appropriately sized for a two-parameter tool, though brevity comes at the cost of missing behavioral details.

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

Completeness2/5

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

Given no annotations and no output schema, the description is too sparse. It fails to explain the max_chars parameter, the nature of the excerpt, or error behavior. An agent would need to assume critical details, making it incomplete for reliable invocation.

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 description coverage is 50% (only source_key has a description). The tool description repeats the selection method already in the schema but adds no detail for max_chars, which lacks schema documentation. The description does not compensate for the missing parameter semantics.

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 uses a specific verb ('fetch') and clearly identifies the resource ('short text excerpt from a curated source') and the selection method ('by index or title keyword'). This is distinct from sibling tools that list sources or query records, making the tool's purpose unambiguous.

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?

The description provides no guidance on when to use this tool versus siblings like opendatasoft_universal_query_records or inspect_dataset. It does not mention exclusions or alternatives, leaving the agent to infer the appropriate context.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.