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get_graph_at_time

Retrieve the Memento knowledge graph as it existed at a specific timestamp. Input the timestamp in milliseconds since epoch to get the historical graph state.

Instructions

Get your Memento MCP knowledge graph memory as it existed at a specific point in time

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
timestampYesThe timestamp (in milliseconds since epoch) to query the graph at
Behavior2/5

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

No annotations are provided, so the description carries the full burden of behavioral disclosure. It only states a read operation without mentioning performance implications, return format, or any potential side effects. Essential context is missing.

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, well-structured sentence with no wasted words. It conveys the core functionality efficiently and is easily scannable.

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 lack of output schema and annotations, the description is minimal. It does not explain the output format, limitations on time range or precision, or how this tool relates to other time-based tools. An agent would need additional information to use it effectively.

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 already describes the timestamp parameter with high coverage (100%), including its unit (milliseconds since epoch). The description adds no additional semantic value beyond what the schema provides, so a baseline of 3 is appropriate.

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 'Get' and the resource 'Memento MCP knowledge graph memory' with a specific temporal scope 'as it existed at a specific point in time'. This effectively differentiates it from siblings like read_graph (current state) and get_decayed_graph (decayed state).

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 for historical queries but provides no explicit guidance on when to use this tool versus alternatives like get_entity_history or get_decayed_graph. No exclusion criteria or alternative names are mentioned.

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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