Skip to main content
Glama

recall

Search memory entries with optional section or category filters to retrieve relevant information stored across AI agents.

Instructions

Search memory entries with optional section/category filters.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior2/5

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

No annotations are present, and the description lacks disclosure of behavioral traits such as read-only nature, performance implications, or authentication needs. The mere mention of 'search' implies read-only, but this is insufficient without explicit confirmation.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is concise (one sentence) but contains misleading information about filters, which undermines its efficiency. Every sentence should be accurate to earn its place.

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

Completeness2/5

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

Given the presence of an output schema and only one required parameter, the description should provide more context about the search behavior, expected results, and parameter usage. It fails to do so.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The input schema has 0% description coverage for parameters; the description does not explain the 'query' parameter's format, semantics, or how to use optional filters that are mentioned but not defined in the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose3/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description specifies a search operation on memory entries, which aligns with the tool name 'recall'. However, it mentions 'optional section/category filters' that are not present in the input schema, introducing confusion about the tool's actual capabilities.

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

Usage Guidelines2/5

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

No guidance is provided on when to use recall versus sibling tools (forget, remember, summarize). The description does not differentiate scenarios or provide usage context.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/matamong/memmd-mcp'

If you have feedback or need assistance with the MCP directory API, please join our Discord server