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Search research

search_research
Read-onlyIdempotent

Find Canli Capital research papers (strategy tests, killed candidates, literature reviews, feasibility protocols) by words in their titles and summaries. Use it to find a paper's slug, then read it with get_paper; to browse by subject instead, use list_topics.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMost papers to return; default 10.
queryYesWords to find in paper titles and summaries, for example 'momentum' or 'insider'.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
nextNo
rowsNo
queryNo
limitsNo
columnsNo
matchedNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.3/5.0
Behavior3/5

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

Annotations already declare readOnlyHint, idempotentHint, openWorldHint, and destructiveHint=false, so the safety profile is fully covered structurally. The description adds useful workflow context (search → slug → get_paper) but says nothing about result ordering, match semantics, or rate limits beyond what the schema states.

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?

Two tightly packed sentences with zero waste: the first defines scope, the second routes to the correct follow-up and alternative. Front-loaded with the core purpose.

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

Completeness5/5

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

With an output schema present, return-value explanation is unnecessary, and the description covers purpose, search scope, workflow chaining, and the sibling alternative. Nothing an agent needs to select and call this tool correctly is missing.

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 description coverage is 100%, so both parameters (query and limit) are already documented with examples and bounds. The description echoes the query matching scope (titles and summaries) but adds no new syntax or format detail, which is the expected baseline when the schema does the heavy lifting.

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?

States a specific verb (Find), resource (Canli Capital research papers), the enumerable content types it covers, and the matching field (titles and summaries). It is immediately distinguishable from get_paper (read a paper) and list_topics (browse by subject).

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Explicitly prescribes the workflow: use this to find a paper's slug, then read it with get_paper. It also names the alternative for browsing by subject (list_topics), so when-to-use and when-to-use-something-else are both covered.

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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