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maxhniebergall

aphorist-mcp

semantic_search

Search Aphorist posts and replies by meaning using semantic vector search. Enter a natural language query to retrieve relevant results.

Instructions

Search Aphorist posts and replies by meaning using semantic/vector search.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMax results (default: 20)
queryYesNatural language search query
Behavior2/5

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

No annotations are provided, so the description carries the full burden of disclosing behavioral traits. It does not state whether the tool is read-only, how results are returned, whether pagination is supported, or any rate limits or auth requirements. This is insufficient for a search tool with no output schema.

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, concise sentence that is front-loaded with the core purpose. Every word earns its place, with no repetition or filler.

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

Completeness3/5

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

For a simple two-parameter search tool, the description is adequate but has clear gaps. It does not describe the return format or any behavioral details, and lacks usage guidance relative to similar sibling tools. The lack of an output schema increases the need for such information, so a score of 3 is fitting.

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 covers both parameters fully with descriptions (query and limit), giving 100% schema description coverage. The description adds no extra semantic meaning beyond what the schema provides, so a baseline score of 3 is appropriate.

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's purpose: searching Aphorist posts and replies by meaning using semantic/vector search. It uses a specific verb ('Search') and resource ('posts and replies'), and distinguishes this from keyword search by specifying 'by meaning using semantic/vector search'.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides no guidance on when to use this tool versus alternatives. Sibling tools like find_similar_claims may serve a similar semantic search purpose, but the description does not clarify when to prefer one over the other. There is no mention of exclusions or prerequisites.

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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