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mcp_engram_import

Deserialize a JSON array of {concept, text} objects to restore a previous backup or ingest bulk data into the active manifold as HolographicBlocks.

Instructions

BEHAVIOR: Deserializes a JSON array and injects the extracted concepts and texts into the active manifold as native HolographicBlocks. USAGE: Call this to restore a previous backup created by mcp_engram_export, or to ingest bulk data formatted as an array of {concept, text} objects. OUTPUT: A success message detailing how many memories were imported and written to disk.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
jsonYesJSON string: array of {concept, text} objects
Behavior4/5

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

No annotations provided, so description carries full burden. It describes deserialization and injection behavior, and specifies output (success message with count). However, it does not disclose whether the operation is destructive or idempotent, or any side effects beyond writing to disk.

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 sentences efficiently cover behavior, usage, and output. No redundancy; front-loaded with key action verb. Every sentence adds value.

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?

Given the simple input schema and no output schema, the description covers purpose, usage, and output format. It could mention error handling or idempotency, but is largely sufficient for an import tool.

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?

Schema coverage is 100% with clear parameter description. The tool description adds context about backup restoration but does not add substantial new meaning beyond what the schema already provides. Baseline 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 tool deserializes a JSON array and injects concepts/texts as HolographicBlocks into the active manifold, with a specific verb and resource. It distinguishes from sibling mcp_engram_export (backup) and mcp_engram_remember (single memory).

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Explicitly states two use cases: restoring backups from mcp_engram_export and ingesting bulk data. Implicitly excludes single-memory use, suggesting mcp_engram_remember as alternative.

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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