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moorcheh-ai

Moorcheh MCP Server

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by moorcheh-ai

upload-vectors

Upload vectors with IDs, optional text, and metadata to a named namespace in Moorcheh for storage and search.

Instructions

Upload vector data to a namespace in Moorcheh

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
namespace_nameYesName of the namespace to upload to
vectorsYesArray of vectors to upload
Behavior2/5

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

No annotations are provided, and the one-line description does not disclose behavioral traits such as whether the upload appends or overwrites, or what the response contains. This is insufficient for a mutation tool.

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 a single, clear sentence with no unnecessary words. It is appropriately sized and front-loaded with the core action and resource.

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?

Given no output schema and no annotations, the description lacks completeness. It does not explain return values, error handling, or prerequisites like namespace existence. More context is needed for a tool with nested objects.

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?

The input schema has 100% description coverage, so the parameters are well-documented in the schema itself. The description adds no extra meaning beyond what the schema provides, meeting the baseline for schema-rich tools.

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 (upload), the resource (vector data), and the target (namespace in Moorcheh). It effectively distinguishes from sibling tools like upload-file and upload-text.

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?

The description provides no explicit guidance on when to use this tool versus alternatives. No prerequisites or conditions are mentioned, though the context implies its use for vector data uploads.

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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