Skip to main content
Glama

list_memory_base_messages

Retrieve messages from a memory base, with optional filtering by session ID. Specify page and size for paginated results.

Instructions

List messages stored in a memory base, optionally filtered by session.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
pageNoPage number
sizeNoPage size
session_idNoFilter by session ID
memory_base_idYesMemory base ID
Behavior2/5

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

No annotations are provided, so the description must disclose behavioral traits. It only states the action and optional filter, omitting details about pagination, ordering, side effects (none expected), or rate limits. The agent lacks information about how the list is returned or if it is paginated.

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, concise sentence that immediately conveys the tool's purpose. Every word contributes meaning, with no redundancy or unnecessary details.

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?

The description does not explain the return format or any prerequisites (e.g., memory base must exist). Since there is no output schema, the agent has minimal context about what the list output contains, making it incomplete for a list operation.

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%, so baseline is 3. The description adds no semantic value beyond what the schema already provides; it only repeats the session filter concept. No additional meaning for page/size parameters.

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 resource 'messages stored in a memory base', and specifies an optional filter by session. It effectively distinguishes this tool from siblings like 'list_memory_bases' and 'list_memory_base_sessions'.

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?

The description implies usage when listing messages from a memory base, but does not explicitly state when to use alternatives or provide when-not-to-use guidance. The context from sibling tools suggests no overlap, but explicit guidance is lacking.

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/nobrainer-tech/langflow-mcp'

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