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SartoRiccardo

dataforseo-mcp

by SartoRiccardo
OverviewSchemaSourceRelated ServersDiscussionsAdmin
TypeScript
Remote

content_analysis_sentiment_analysis

Analyze text or keywords to determine sentiment polarity for SEO content optimization. Identify whether content conveys positive, negative, or neutral tone to align with search intent and improve audience engagement.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
textNoText to analyze (backward-compat alias for keyword; mapped to keyword if keyword is absent).
keywordNoKeyword to run sentiment analysis on (required by docs — preferred field).
language_codeNoLanguage code
language_nameNoLanguage name

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv1.1.0

TDQS

D1/5.0
Behavior1/5

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

Tool has no description.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness1/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Tool has no description.

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

Completeness1/5

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

Tool has no description.

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

Parameters1/5

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

Tool has no description.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose1/5

Does the description clearly state what the tool does and how it differs from similar tools?

Tool has no description.

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

Usage Guidelines1/5

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

Tool has no description.

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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