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zenodo_records

Read-onlyIdempotent

Search Zenodo research outputs (free, no key). Returns records with DOIs, titles, creators and publication dates. Use for datasets, software and papers deposited in Zenodo.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMax records, default 10, max 100
queryYesFree-text query, e.g. remote sensing

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
dataYesSource payload; fields vary per tool
sourceYesHuman-readable upstream source name
retrievedAtYesISO-8601 timestamp of retrieval

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

B3.3/5.0
Behavior2/5

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

Annotations already cover readOnly, idempotent, openWorld. The description adds that no key is required, but says nothing about pagination, rate limits, result ordering, or how the 100-record cap interacts with paging. For a search tool with an output schema, it adds little beyond the annotations.

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?

Three short sentences, front-loaded with what it searches, then return fields, then use cases. No filler.

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?

An output schema exists, so return values need not be explained, and annotations cover the safety profile. However, the description omits pagination behavior, sorting, and any routing hint among the many similar scholarly-search siblings, leaving real gaps for a tool in a crowded field.

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%, so both parameters are fully documented in the schema. The description adds no syntax, operators, or format guidance beyond the schema, so baseline 3 applies.

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?

States a specific verb (Search) and resource (Zenodo research outputs), plus names the concrete record types (datasets, software, papers). It does not differentiate from siblings like datacite_dois, crossref_works, or openalex_works, but the purpose is unambiguously clear.

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?

Gives useful context ('deposited in Zenodo', 'free, no key'), which implies when to use it, but never states when to prefer a different sibling repository or when not to use it. Usage is implied, not explicit.

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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