Skip to main content
Glama

memory_ingest_batch

Add multiple items to persistent memory in a single batch operation, improving efficiency over individual ingestions.

Instructions

Add multiple items to memory in a single operation. More efficient than multiple single ingests.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
itemsYesArray of items to ingest (max 100)
space_idNoSpace UUID (uses default if not specified)
Behavior3/5

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

Annotations already indicate a write operation (readOnlyHint=false), and the description confirms it. However, it does not disclose error behavior, atomicity, or authentication needs beyond what annotations cover.

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 two short, front-loaded sentences with no wasted words, perfectly sized for 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?

Given no output schema, the description does not explain return values. It lacks details on batching limits (only in schema) and error handling, making it adequate but not comprehensive.

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?

All parameters have schema descriptions, so baseline is 3. The description adds no extra meaning beyond 'multiple items' and 'single operation', which is already implied by the tool's name.

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 'Add' and the resource 'items to memory', differentiating it from the single-ingest variant by highlighting batch efficiency.

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 provides a clear when-to-use context (multiple items, more efficient than single), but does not explicitly mention when not to use or alternative tools beyond the implied single ingest.

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/alfredoizdev/contextforge-mcp'

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