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Read knowledge, or a project memory file

get_memory
Read-onlyIdempotent

Read knowledge, not vault values. Neither argument: every global document. path: that global document. project_id: the project's one memory file (PROJECT_GUIDE.md). project_id + path: that file.

Tool call template

This tool declares no required parameters. Add optional parameters from the input schema as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {},
    "name": "get_memory"
  }
}

Input Schema

NameRequiredDescriptionDefault
qNo
kindNo
pathNoThe document path; for a project this is PROJECT_GUIDE.md.
limitNo
queryNo
sinceNo
cursorNo
offsetNo
sourceNo
statusNo
agent_idNo
priorityNo
due_afterNo
due_beforeNo
project_idNoA project whose memory to read.
review_statusNo
include_removedNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed19 schema fields changed
    • addedInput schema / properties / agent_id
      Added value: +{
      +  "maxLength": 64,
      +  "type": "string"
      +}
    • addedInput schema / properties / cursor
      Added value: +{
      +  "maxLength": 200,
      +  "type": "string"
      +}
    • addedInput schema / properties / due_after
      Added value: +{
      +  "maxLength": 10,
      +  "type": "string"
      +}
    • addedInput schema / properties / due_before
      Added value: +{
      +  "maxLength": 10,
      +  "type": "string"
      +}
    • addedInput schema / properties / include_removed
      Added value: +{
      +  "type": "boolean"
      +}
    • addedInput schema / properties / kind
      Added value: +{
      +  "maxLength": 30,
      +  "type": "string"
      +}
    • addedInput schema / properties / limit
      Added value: +{
      +  "maximum": 500,
      +  "minimum": 1,
      +  "type": "integer"
      +}
    • addedInput schema / properties / offset
      Added value: +{
      +  "minimum": 0,
      +  "type": "integer"
      +}
    • addedInput schema / properties / path / description
      Added value: +"The document path; for a project this is PROJECT_GUIDE.md."
    • removedInput schema / properties / path / minLength
      Removed value: -1
    • addedInput schema / properties / priority
      Added value: +{
      +  "maxLength": 20,
      +  "type": "string"
      +}
    • addedInput schema / properties / project_id
      Added value: +{
      +  "description": "A project whose memory to read.",
      +  "maxLength": 64,
      +  "minLength": 1,
      +  "type": "string"
      +}
    • addedInput schema / properties / q
      Added value: +{
      +  "maxLength": 300,
      +  "type": "string"
      +}
    • addedInput schema / properties / query
      Added value: +{
      +  "additionalProperties": {
      +    "anyOf": [
      +      {
      +        "maxLength": 2048,
      +        "type": "string"
      +      },
      +      {
      +        "type": "number"
      +      },
      +      {
      +        "type": "boolean"
      +      }
      +    ]
      +  },
      +  "type": "object"
      +}
    • addedInput schema / properties / review_status
      Added value: +{
      +  "maxLength": 20,
      +  "type": "string"
      +}
    • addedInput schema / properties / since
      Added value: +{
      +  "maxLength": 40,
      +  "type": "string"
      +}
    • addedInput schema / properties / source
      Added value: +{
      +  "maxLength": 20,
      +  "type": "string"
      +}
    • addedInput schema / properties / status
      Added value: +{
      +  "maxLength": 40,
      +  "type": "string"
      +}
    • removedInput schema / required
      Removed value: -[
      -  "path"
      -]
  2. First observed

TDQS

B3.1/5.0
Behavior3/5

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

Annotations already declare readOnlyHint, idempotentHint, destructiveHint=false and openWorldHint=false, so the safety profile is fully covered without the description. The description adds the global-vs-project scoping distinction, which is useful, but says nothing about pagination behavior despite limit/cursor/offset existing, nor about what include_removed does.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is short, front-loaded with the core distinction, and every clause maps to a distinct call shape. The staccato sentence fragments ("path: that global document") are efficient but borderline cryptic.

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 17-parameter tool with a nested query object, no output schema, and 12% schema coverage, the description leaves far too much unspecified: none of the filtering or paging parameters are addressed, and the return shape of "every global document" is unknown. It is complete only for the two-parameter scoping story.

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

Parameters2/5

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

Schema description coverage is only 12% across 17 parameters, so the description carries most of the burden and it only explains path, project_id, and the no-argument case. The remaining 14 parameters — including a nested query object, date filters (since, due_after, due_before), and paging controls — get no meaning from either the schema or the description.

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?

States a specific verb and resource ("Read knowledge") and explicitly scopes out vault values, which separates it from the project_vault sibling. The four argument-combination cases tell an agent exactly what each call shape returns, though the telegraphic fragments take a moment to parse.

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?

"not vault values" is a real exclusion that points the agent toward a different tool for vault data, and the argument matrix implies when each mode applies. However, nothing is said about the other 13 filter parameters (q, kind, since, status, cursor, include_removed, etc.), so an agent has no guidance on when to narrow versus read everything.

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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