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NimbleBrainInc

registry-tools

Official

registry_search

Search the mpak registry for MCP servers using a query, returning package details like description, tools, version, and verification status.

Instructions

Search the mpak registry for available MCP servers.

Returns name, description, tools, version, and verification status.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYesSearch term (e.g., 'weather', 'pdf', 'finance').

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior4/5

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

With no annotations provided, the description carries the full burden. It discloses the read-only search behavior and the specific fields returned (name, description, tools, version, verification status). It lacks detail on edge cases like pagination or result limits, but is adequate for a simple search 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 two sentences, front-loaded with the action, and contains no redundant information. It is concise and well-structured.

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?

The tool is simple (one required parameter) and has an output schema, so the description is mostly complete. It covers the purpose and return fields, but does not guide users on when to prefer this over the sibling registry_resolve, leaving a minor gap.

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 already provides 100% coverage for the single 'query' parameter with an example. The description adds no parameter-level detail beyond what the schema states, so the baseline of 3 applies.

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 searches the mpak registry for MCP servers, using a specific verb and resource. It also enumerates the returned fields, making the purpose unambiguous and distinct from the sibling tool registry_resolve.

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 clearly indicates when to use this tool (when searching the registry). However, it does not explicitly mention alternatives or exclusion criteria, such as when to use registry_resolve instead.

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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