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Sentiment Analyzer API

br0ski777/sentiment-analyzer-x402
2 toolsSSEregistry active
Summary

This is a paid sentiment analysis service that runs at $402 USDC and connects via SSE transport to a remote API endpoint. The repository itself is sparse, just configuration files and workflow setup, so you're essentially buying access to a hosted NLP service rather than running something locally. It promises sentiment scoring, emotion detection, confidence metrics, and key phrase extraction, which suggests it's wrapping a commercial text analysis API. You'd reach for this if you need Claude to evaluate customer feedback, social media posts, or survey responses and you're willing to pay for the convenience of not managing your own NLP infrastructure. The x402 pricing model is unusual for MCP servers, most of which are free and open source.

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Tools

Public tool metadata for what this MCP can expose to an agent.

2 tools
text_analyze_sentimentUse this when you need to determine the emotional tone and sentiment of text. Returns structured sentiment analysis with emotion breakdown and key drivers. 1. sentiment: overall sentiment label (posi1 params

Use this when you need to determine the emotional tone and sentiment of text. Returns structured sentiment analysis with emotion breakdown and key drivers. 1. sentiment: overall sentiment label (posi

Parameters* required
textstring
The text to analyze for sentiment
text_analyze_sentiment_batchUse this when you need to analyze sentiment of multiple texts at once (up to 20). Returns an array of individual sentiment results in one call. 1. results: array of sentiment objects, one per input t1 params

Use this when you need to analyze sentiment of multiple texts at once (up to 20). Returns an array of individual sentiment results in one call. 1. results: array of sentiment objects, one per input t

Parameters* required
textsarray
Array of texts to analyze (max 20)

Sentiment Analyzer API

MCP Server x402 License: MIT

Sentiment analysis with emotion detection, confidence scores, and key phrase extraction. Single or batch mode. Pay-per-call via x402 (USDC on Base L2) -- no API key, no signup, no rate-limit wall.

Part of the klymax402 marketplace -- 100 x402 micropayment APIs for AI agents, one wallet, USDC on Base.

Quickstart -- MCP

Add to your MCP client config (Claude Desktop, Cursor, ElizaOS, etc.):

{
  "mcpServers": {
    "sentiment-analyzer": {
      "url": "https://sentiment-analyzer.api.klymax402.com/mcp"
    }
  }
}

Quickstart -- HTTP (x402)

curl -X POST "https://sentiment-analyzer.api.klymax402.com/api/analyze" \
  -H "Content-Type: application/json" \
  -d '{"text":"..."}'
# -> 402 Payment Required, with an x402 payment challenge in the response body

Any x402-aware client (@x402/fetch, x402-agent-tools, ATXP) handles the 402 -> sign -> retry cycle automatically.

Tools

ToolMethodPathPriceDescription
text_analyze_sentimentPOST/api/analyze$0.005Analyze sentiment of a single text
text_analyze_sentiment_batchPOST/api/analyze/batch$0.04Analyze sentiment of up to 20 texts in batch

text_analyze_sentiment

Use this when you need to determine the emotional tone and sentiment of text. Returns structured sentiment analysis with emotion breakdown and key drivers.

Parameters

NameTypeRequiredDescription
textstringyesThe text to analyze for sentiment

Returns

  • sentiment -- overall sentiment label (positive, negative, neutral)
  • confidence -- confidence score 0-100
  • emotions -- detected emotions with scores (joy, anger, fear, surprise, sadness)
  • keyPhrases -- array of phrases driving the sentiment
  • score -- numeric sentiment score from -1.0 (negative) to 1.0 (positive)

Example response:

{"sentiment":"positive","confidence":87,"score":0.73,"emotions":{"joy":0.82,"surprise":0.15,"anger":0.01,"fear":0.01,"sadness":0.01},"keyPhrases":["excellent results","exceeded expectations"]}

When to use: responding to customer feedback, reviews, or social media mentions. Essential for brand monitoring, support ticket triage, and content tone analysis.

text_analyze_sentiment_batch

Use this when you need to analyze sentiment of multiple texts at once (up to 20). Returns an array of individual sentiment results in one call.

Parameters

NameTypeRequiredDescription
textsarrayyesArray of texts to analyze (max 20)

Returns

  • results -- array of sentiment objects, one per input text
  • averageSentiment -- overall average sentiment score across all texts
  • distribution -- count of positive/negative/neutral texts

Example response:

{"results":[{"sentiment":"positive","confidence":91,"score":0.8},{"sentiment":"negative","confidence":74,"score":-0.6}],"averageSentiment":0.1,"distribution":{"positive":1,"negative":1,"neutral":0}}

When to use: bulk analysis of reviews, survey responses, or social media feeds. Essential when comparing sentiment across multiple data points.

Example agent prompts

  • "Determine the emotional tone and sentiment of text"
  • "Analyze sentiment of multiple texts at once (up to 20)"

Payment

  • Protocol: x402 -- HTTP-native pay-per-call, no signup, no API key
  • Network: Base L2 (eip155:8453)
  • Asset: USDC
  • Facilitator: Coinbase CDP (primary), PayAI (fallback)
  • Also reachable via ATXP (OAuth-wrapped x402, RFC 9728 protected-resource metadata)

Part of klymax402

100 x402 micropayment APIs for AI agents -- one wallet, USDC on Base, zero signup.

  • Catalog: https://klymax402.com/llms.txt
  • Full API reference: https://klymax402.com/llms-full.txt
  • Live stats: https://klymax402.com/stats

License

MIT

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Registryactive
TransportSSE
UpdatedMay 16, 2026
View on GitHub