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Hug0x0

opendatasoft-universal

by Hug0x0

opendatasoft_universal_get_sources

Retrieve the list of curated data sources configured for this MCP server. Use it to discover available public datasets from OpenDataSoft portals.

Instructions

List curated sources used by this MCP.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.0

TDQS

B3.2/5.0
Behavior2/5

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

No annotations are provided, so the description carries the full burden. While 'list' implies a non-destructive read, the description does not disclose whether authentication is required, response format, or any limitations. It adds minimal behavioral context beyond the verb.

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?

The description is a single, front-loaded sentence that succinctly states the tool's purpose with no filler. It is highly concise and well-structured.

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?

The tool has no output schema, so the description should clarify what the returned 'sources' look like. It only says 'list curated sources' without specifying the format or content, leaving some ambiguity. However, given the low complexity, it is mostly adequate, but not fully 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?

The tool has zero parameters, so the schema is trivial. The baseline for 0 params is 4, and the description does not need to explain parameters. It adds no extra parameter information, which is appropriate since none exist.

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 clearly states a specific action ('List') and resource ('curated sources'). It is distinct from sibling tools like search_catalog or fetch_source_excerpt, though it doesn't explicitly differentiate. Not a tautology, but could be more precise about the scope of 'curated sources'.

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 alternatives like opendatasoft_universal_search_catalog or fetch_source_excerpt. It only states its function without any context or exclusions, leaving the agent to infer its usage.

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