Skip to main content
Glama

memory_candidates

Read-onlyIdempotent

Review sourced memory candidates before approving them as long-term memory. Maintain control over which project insights persist across sessions.

Instructions

List sourced memory candidates that require explicit review before becoming long-term memory.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo
statusNopending
projectIdYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior4/5

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

Annotations already declare readOnlyHint and idempotentHint, indicating safe read operation. The description adds context about the candidate review process, which aligns with annotations and provides extra behavioral context.

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 a single, focused sentence with no unnecessary words. It efficiently conveys the tool's purpose.

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?

The description is adequate for a simple list operation given the annotations and output schema, but it lacks details on pagination (limit) and the meaning of 'sourced' or the status filter, leaving some gaps in completeness.

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?

Schema description coverage is 0%, and the description does not explain any parameters (limit, status, projectId). It only explains the overall purpose, missing the opportunity to clarify filter defaults or meaning of status values.

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 clearly states the verb 'List' and the specific resource 'sourced memory candidates that require explicit review before becoming long-term memory,' which distinguishes it from sibling tools like memory_list (general memories) and memory_candidate_accept/reject (actions on candidates).

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?

The description implies usage for reviewing candidates before acceptance, but does not explicitly state when not to use or mention alternative tools beyond the sibling list.

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/hh357418341-create/project_context_mcp'

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