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Frontier: evidence-scored science breakthroughs

Search scored breakthroughs

search_breakthroughs
Read-onlyIdempotent

Search Frontier's evidence-scored index of new research from the top scientific journals. Matches the query against titles, plain-language summaries, authors and topics, optionally within one field, and returns the matching entries ranked by Frontier Score (or newest paper first), each with its summary, score, Frontier URL and DOI. Leave the query empty to browse a field.

Input Schema

NameRequiredDescriptionDefault
sortNo'score' ranks by Frontier Score; 'newest' by paper publication date.score
fieldNoLimit to one field (see list_fields).
limitNoHow many entries to return (1 to 20).
queryNoFree text, e.g. 'CRISPR', 'obesity drug', 'quantum error correction'.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.8/5.0
Behavior4/5

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

Annotations already cover the safety profile (readOnlyHint, idempotentHint, destructiveHint=false), so the bar is lower. The description adds real behavioral context beyond that: matching scope, default ranking by Frontier Score vs newest paper, and the exact payload returned (summary, score, Frontier URL, DOI). No pagination or rate-limit detail, but nothing contradicts 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?

Three dense sentences, each carrying distinct information: what to search, how matching/ranking works, and what comes back plus the empty-query escape hatch. Front-loaded with the core action and free of filler, though the sentences are long and could be split for scanning.

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?

With no output schema, the description correctly absorbs the burden of describing return contents (summary, score, Frontier URL, DOI) and ranking behavior, and it cross-references list_fields for the field enum. Missing only minor operational detail such as result-count/pagination behavior.

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?

Schema coverage is already 100%, so baseline is 3. The description goes further by explaining what 'query' actually matches against (titles, plain-language summaries, authors, topics) and that field limiting is optional and can be combined with an empty query to browse — meaning the schema does not carry on its own.

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?

Specific verb (search) and a precisely scoped resource ('Frontier's evidence-scored index of new research from the top scientific journals'), plus what the match covers and how results are ranked/sorted. It distinguishes itself implicitly from get_breakthrough and latest_breakthroughs, but never names a sibling, so sibling differentiation is left to inference.

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?

'Leave the query empty to browse a field' is a useful usage note, and the field/sort interaction is implied. However there is no guidance on when to prefer this over latest_breakthroughs or get_breakthrough, and no exclusions or prerequisites stated.

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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