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Minecraft9101010

AI Tools MCP

search_tools

Retrieve curated AI tool cards with pricing, platforms, use cases, and source links to find the right tool for any task.

Instructions

Returns all AI tool cards from the database. Each card includes the tool name, description, pricing, platform, what it does, and when to use it. Sourced from The AI Search YouTube channel. Tip: call this from a sub-agent to keep the main thread's context clean.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv1.1.0

TDQS

A4.5/5.0
Behavior4/5

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

With no annotations, the description carries the behavioral burden, and it discloses the read-only nature ('Returns'), the full scope ('all'), the exact card fields, the data source (The AI Search YouTube channel), and a context-management tip. It does not mention freshness, auth, or rate limits, but for a zero-parameter retrieval tool this is adequate.

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: function, result contents, and practical tip. Every sentence adds value and the core action is front-loaded.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a zero-parameter, no-output-schema retrieval tool, the description is complete: it states the resource, return fields, provenance, and a usage tip. Nothing essential for a correct first call is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The tool has zero parameters and an empty schema, so there is no parameter meaning for the description to add. The baseline of 4 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?

States a specific action and resource: 'Returns all AI tool cards from the database.' The second sentence enumerates the card contents, making the tool's function concrete. There are no sibling tools, so differentiation is not needed.

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 implies when to use it: when a complete list of AI tool cards is needed. The tip about calling from a sub-agent adds useful invocation guidance, though it does not contrast with alternatives because none are defined.

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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