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Agent Memory Bridge

export

Retrieve namespace content in Markdown, JSON, or plain text to create human-readable snapshots or transfer memory to other systems without direct database access.

Instructions

Export bridge content into a readable or portable format.

Use this tool when you want to inspect a namespace outside the MCP client, create a human-readable snapshot, or move memory into another system without opening the database directly.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
namespaceYesNamespace to export, such as `project:<workspace>`, `domain:<name>`, or `global`.
formatNoOutput format for the exported memory. Use `markdown` for readable notes, `json` for structured interchange, or `text` for plain text.markdown
queryNoOptional full-text query to narrow the export. Leave empty to export by filters alone.
kindNoOptional type filter for the export.
signal_statusNoOptional status filter when exporting signal entries.
tags_anyNoOptional OR-style tag filter. Any matching tag is enough for an entry to be included.
limitNoMaximum number of entries to export in one call.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

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. It does not disclose whether the operation is read-only, requires permissions, or has side effects. 'Export' typically implies reading, but the lack of explicit statement on mutability or safety is a gap.

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 very concise: a single sentence stating purpose followed by a short paragraph of usage scenarios. Every sentence adds value, and the structure is front-loaded.

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 presence of an output schema and high schema coverage, the description is mostly complete. It explains when to use and key features, but could improve by briefly mentioning filters or output format options.

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 description coverage is 100%, so the schema already documents all 7 parameters. The description adds no extra parameter context beyond purpose. Baseline 3 is appropriate as no additional value is provided.

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 bridge content into readable/portable formats, and lists specific use cases (inspecting outside MCP, creating snapshots, moving memory). This effectively distinguishes it from siblings like 'browse' or 'store'.

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 explicitly tells when to use the tool ('inspect namespace outside MCP client', 'create human-readable snapshot', 'move memory'). It does not specify when not to use or mention alternatives, but the provided guidance is clear and actionable.

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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