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palimpsest-labs

memory-mcp

read_graph

Retrieve the complete knowledge graph with all entities, observations, and relations. Warning: this loads the full graph into memory, so output may be large.

Instructions

Read the entire knowledge graph.

Returns all entities with observations and all relations. Note: loads the full graph into memory — may be large.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior4/5

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

With no annotations provided, the description carries the burden of behavioral disclosure. It reveals that the tool 'loads the full graph into memory — may be large,' which is a critical operational detail. It also explicitly states what will be returned.

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?

Three short sentences: the first states purpose, the second describes the return value, and the third provides a practical warning. No wasted words, and the most important information is front-loaded.

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

Completeness5/5

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

For a no-parameter read tool with an output schema available, this description is complete. It covers what the tool does, what it returns, and a key caveat about memory usage. Nothing critical is missing.

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?

The tool has zero parameters, so there is no parameter information to add. The baseline of 4 applies here.

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's purpose: 'Read the entire knowledge graph.' It specifies that it returns all entities with observations and all relations, distinguishing it from targeted sibling tools like search_nodes or traverse.

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 clearly implies this is for full-graph reads, and the warning about memory helps set expectations for when it should be used. It does not explicitly mention alternatives, but the context is clear enough that an agent can infer it should be used when the entire graph is needed.

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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