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mem0_add

Store information in long-term memory for the Orchestrator MCP Server, enabling persistent data retention across sessions.

Instructions

Store information in Mem0 long-term memory.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
contentYesInformation to remember
userIdNoUser ID (default: matt)
metadataNoOptional metadata
Behavior2/5

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

With no annotations provided, the description carries full burden for behavioral disclosure. While 'Store' implies a write operation, it doesn't address important aspects like whether storage is permanent or temporary, what happens on duplicate content, authentication requirements, rate limits, or error conditions. The description is too minimal for a mutation tool.

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 that directly states the tool's purpose without any unnecessary words. It's perfectly front-loaded and wastes no space on redundant information.

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?

For a write operation with no annotations and no output schema, the description is insufficient. It doesn't explain what happens after storage (success indicators, return values, error handling) or provide context about the memory system's behavior. The agent would need to guess about important operational aspects.

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?

The schema has 100% description coverage, so all parameters are documented in the structured schema. The tool description doesn't add any additional semantic context about the parameters beyond what's already in the schema descriptions, which is adequate but not additive.

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

Purpose4/5

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

The description clearly states the action ('Store') and resource ('information in Mem0 long-term memory'), making the tool's purpose immediately understandable. However, it doesn't differentiate from its sibling 'mem0_search', which would be the natural alternative for retrieving stored information.

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?

The description provides no guidance on when to use this tool versus alternatives like 'mem0_search' or other storage mechanisms. There's no mention of prerequisites, use cases, or limitations that would help an agent decide when this is the appropriate tool.

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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