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MAXential Thinking MCP

tag

Add or remove semantic tags on a thought to categorize and enable search. Tags like hypothesis, evidence, or decision persist in SQLite.

Instructions

Add or remove semantic tags on a thought. Tags are searchable via the search tool. Common tags: hypothesis, evidence, decision, finding, question, risk. Persists to SQLite. At least one of 'add' or 'remove' should be provided.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
thoughtNumberYesThe thought to tag
addNoTags to add
removeNoTags to remove
Behavior4/5

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

With no annotations provided, the description carries the burden. It discloses that changes persist to SQLite, which is a key behavioral trait. It does not detail any side effects beyond persistence, but the mutation is straightforward.

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 three sentences with no wasteful words. The main purpose is front-loaded, making it easy to scan.

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?

Despite no output schema, the description covers purpose, inputs, constraints, persistence, and examples. It is complete enough for an AI agent to understand and use the tool correctly.

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?

Schema coverage is 100%, so the schema already documents all parameters. The description adds value by listing common tag examples and stating the constraint that at least one of 'add' or 'remove' is needed.

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 adds or removes semantic tags on a thought, using a specific verb ('add or remove') and resource ('tags on a thought'). It distinguishes from sibling tools like 'search' by noting tags are searchable via that tool.

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 a clear usage constraint: at least one of 'add' or 'remove' should be provided. It also implies when to use search for finding tags. However, it does not explicitly contrast with other sibling tools like 'think' or 'revise'.

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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