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yksanjo

Unified Memory MCP

by yksanjo

Search Memory

search_memory
Read-onlyIdempotent

Search and retrieve memories from the Unified Memory MCP using text queries and filters like tags, type, scope, and namespace. Excludes sensitive memories by default to protect privacy.

Instructions

Search active memory entries by query and filters. Sensitive memories are excluded by default.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
tagsNoRequire all listed tags.
typeNoRestrict to a memory type.
limitNoMaximum results, up to 100.
queryNoSearch text. Empty query returns recent matches for filters.
scopeNoRestrict to a scope.
namespaceNoRestrict to a namespace.
include_expiredNoInclude expired memories.
include_sensitiveNoInclude memories marked sensitive.
Behavior5/5

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

Adds key behavior beyond annotations: sensitive memories excluded by default, empty query returns recent matches. Annotations indicate read-only, idempotent, non-destructive; description complements well.

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 short sentences, no fluff, front-loaded with action and resource.

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?

Covers all essential behavioral aspects for a search tool with no output schema; explains default exclusion and query 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 covers 100% of parameters, but description adds context about include_sensitive default and query behavior with empty string.

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?

Clearly states it searches memory entries by query and filters. Distinguishes from sibling tools like list_memories and get_memory by emphasizing search capability.

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?

Provides clear context for when to use (searching by query/filters) but lacks explicit exclusion or comparison with sibling tools like list_memories.

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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