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Search Closelooknet research

search_closelook
Read-only

Search Closelooknet’s research corpus: 101 explainers, glossary, heresies (contrarian theses), reports, strategy notes and the finance library. Returns matching pieces with a one-line summary and link. Use for "what has Closelooknet written about X".

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
typeNoRestrict to one content type (default all)
queryYesKeywords, e.g. "memory supercycle" or "sector rotation"

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.3/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true, destructiveHint=false, and openWorldHint=false, so safety is covered. The description adds value beyond that by disclosing the return shape (matching pieces with a one-line summary and link) and the corpus scope, though it says nothing about result limits or ranking behavior.

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 written sentences: purpose and corpus inventory first, then the usage trigger. No filler and nothing redundant with the title.

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?

For a two-parameter read-only search with no output schema, the description supplies the corpus scope, the return format, and the triggering use case. Nothing essential to correct invocation 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% and the description adds no parameter-specific detail (no syntax or format hints for the query beyond what the schema's example already shows). Baseline 3 applies when the schema carries the parameter burden.

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?

Names a specific verb (Search) and resource (Closelooknet's research corpus) and enumerates what the corpus contains — explainers, glossary, heresies, reports, strategy notes, finance library. No sibling tool is a search, so the agent can distinguish it immediately.

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

Usage Guidelines4/5

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

Gives a clear use-case trigger ("what has Closelooknet written about X"), which sets context well. It stops short of naming alternatives or when-not-to-use cases, so it's short of the 5 bar.

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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