NeuroMedia Agent Memory

memory_export_graph

Export agent memories as an interactive HTML knowledge graph, saving nodes and similarity edges to a file for visual review of stored context.

Export memories as interactive HTML knowledge graph.

Args: output_path: Path to save HTML file (default: ~/memories_graph.html) min_score: Minimum similarity score for edges (default: 0.25)

Returns: Dictionary with path, node count, edge count, and tags

TableJSON Schema

Name	Required	Description	Default
`min_score`	No
`output_path`	No

TableJSON Schema

Name	Required	Description	Default
`result`	Yes

Changes observed during successful MCP inspections.

A4/5.0

Behavior3/5

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

No annotations provided; description covers return structure but lacks details on permissions, errors, or performance.

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?

Very concise with clear args/returns structure; front-loaded with main purpose.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Well-suited for a simple export tool with output schema; covers key aspects without being verbose.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 0%, but description explains both parameters with defaults and purpose, compensating well.

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 tool exports memories as an interactive HTML knowledge graph, with specific output format and parameters.

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?

Provides basic arguments and returns, but lacks explicit guidance on when to use this tool versus alternatives like memory_export.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.