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zzhang82

Agent Memory Bridge

export

Export bridge content to markdown, JSON, or text for human-readable snapshots or structured interchange across namespaces.

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

Behavior3/5

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

No annotations are provided, so the description carries full burden. It describes the tool as exporting content into a readable/portable format, implying a read operation without side effects, but it does not explicitly state nondestructive behavior, permission requirements, or other behavioral traits beyond the core action.

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 two sentences long, with the first sentence stating the action and resource, and the second listing usage scenarios. No unnecessary words.

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 7 parameters with full schema descriptions, the presence of an output schema, and a succinct purpose statement, the description is largely complete. It does not discuss limitations like the 500 max limit, but those are in the schema.

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 each parameter described. The description adds no additional meaning beyond the schema, so it meets the baseline for fully documented parameters.

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 action 'export' and the resource 'bridge content', and distinguishes its purpose from sibling tools by specifying external use cases: inspecting a namespace outside the MCP client, creating a human-readable snapshot, or moving memory into another system.

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 provides explicit when-to-use scenarios ('when you want to inspect a namespace outside the MCP client...'), but does not mention when not to use or point to alternative tools among siblings, leaving some implicit guidance.

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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