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Relic-Studios

Deep Recall MCP Server

deeprecall_search

Search stored memories using hybrid keyword and semantic search, ranked by salience. Faded memories rank lower.

Instructions

Search memories. Hybrid keyword + semantic search, ranked by salience. Faded memories rank lower. 'outdoor activities' finds 'loves hiking'.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYesNatural language search query
personNoFilter by person
limitNoMax results
Behavior3/5

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

No annotations provided, so the description carries the full burden. It discloses that faded memories rank lower, which is a behavioral trait, but does not mention auth needs, rate limits, or return format.

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 concise with three sentences, front-loaded with key information, and includes an illustrative example. Every sentence adds value without waste.

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?

Given no output schema, the description could be more complete about what is returned. It covers key behavioral aspects like fading memories but lacks details on return format or result handling.

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% (all parameters have descriptions). The description adds context about the search functionality but does not add specific meaning to individual parameters beyond what the schema provides.

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?

The description uses specific verbs ('Search memories') and describes the hybrid keyword+semantic search and ranking by salience, distinguishing it from the sibling tool deeprecall_remember which likely stores memories.

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?

No explicit guidance on when to use vs. alternatives, but the description implies it is for searching while the sibling is for remembering. No exclusions or when-not-to-use are 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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