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Feedback Analyzer Ai Mcp

csoai-org/feedback-analyzer-ai-mcp
STDIOregistry active
Summary

A sentiment analysis tool for customer feedback that you'd pipe reviews, support tickets, or survey responses into. The source doesn't detail specific tool names or API endpoints, but the pitch is clear: drop in feedback text, get back sentiment scores, extracted themes, and prioritized insights. Built by MEOK AI Labs with a heavy compliance angle for EU AI Act requirements, which matters if you're handling customer data in regulated environments. Installation is straightforward via pip or Smithery. The documentation mentions risk management and bias detection features, suggesting it's aimed at enterprise teams that need audit trails alongside their analytics.

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MCP Scorecard: 86/100

Feedback Analyzer Ai MCP

MEOK AI Labs EU AI Act License PyPI

Analyze customer feedback for sentiment, themes, and actionable insights

Analyze customer feedback for sentiment, themes, and actionable insights.


🚀 Quick Start

# Install via pip
pip install feedback_analyzer_ai_mcp

# Or install via Smithery
npx -y @smithery/cli@latest install feedback-analyzer-ai-mcp --client claude

✨ Features

  • MCP protocol compliant
  • Easy installation
  • Well-documented API
  • Production-ready
  • Active maintenance

📖 Documentation

  • Full Documentation
  • API Reference
  • EU AI Act Compliance Guide

🛡️ Compliance

This MCP server is built with EU AI Act compliance built-in:

  • ✅ Article 9 — Risk Management System
  • ✅ Article 13 — Transparency & Instructions for Use
  • ✅ Article 15 — Bias Detection & Testing
  • ✅ Article 26 — FRIA Support (where applicable)
  • ✅ Article 50 — AI Content Watermarking (where applicable)

Need help getting compliant? Book a free 15-min diagnostic →

🏢 Enterprise

Need custom development, SLA guarantees, or white-label deployment?

  • Pro: $99/mo — Full MCP suite + EU AI Act tracking
  • Enterprise: $499/mo — Custom dev + SLA + Dedicated support

View Pricing → | Contact Sales →

🤝 Part of the MEOK Ecosystem

This server is part of the MEOK AI Labs ecosystem — 300+ MCP servers for sovereign AI governance.

DomainPurpose
councilof.aiEU AI Act compliance marketplace
safetyof.aiAI safety & monitoring
meok.aiSovereign AI platform
cobolbridge.aiLegacy modernization

📜 License

MIT © CSOAI-ORG


Built with 💜 by MEOK AI Labs · UK Companies House 16939677

MIT © [MEOK AI Labs](https://meok.ai)

Pairs with MEOK Governance Suite

Build something that touches users? You need compliance. MEOK ships 38 governance MCPs that drop in alongside this tool — EU AI Act, DORA, NIS2, CRA, GDPR, ISO 42001, FDA SaMD, MDR, Basel, MiFID II, MiCA, COPPA, and more.

# One-shot install of the governance pack
npx meok-setup --pack governance

Free tier: 10 calls/day per MCP. Pro tier (£79/mo): unlimited + cryptographically signed compliance attestations your auditor verifies independently.

→ Full catalogue: councilof.ai/catalogue → MEOK AI Labs: meok.ai

💸 Try MEOK in 30 seconds — instant buy ladder

TierPriceWhat you getStripe
Smoke test£1Signed sample MCP-Hardening report + Article 50 PDFhttps://buy.stripe.com/aFa7sNcgAdQS0ZT1Uc8k91t
Quick Kit£9EU AI Act Article 50 implementation guide (C2PA + EU-Icon)https://buy.stripe.com/aFa7sNcgAdQS0ZT1Uc8k91t
Founder Call£2930-min 1-on-1 with the founderhttps://buy.stripe.com/aFa7sNcgAdQS0ZT1Uc8k91t

Refundable. UK Stripe — VAT-clean. Builds on the 81-MCP MEOK fleet. Verify any signed report at https://meok.ai/verify.

Configuration

Add to your claude_desktop_config.json (Claude Desktop) or your MCP client config:

{
  "mcpServers": {
    "feedback-analyzer-ai-mcp": {
      "command": "uvx",
      "args": ["feedback-analyzer-ai-mcp"]
    }
  }
}

Or: pip install feedback-analyzer-ai-mcp then run the feedback-analyzer-ai-mcp command (stdio transport).

Examples

Once configured, ask your assistant, for example:

  • "Use analyze_feedback to …"
  • "Use extract_themes to …"
  • "Use sentiment_trend to …"
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Registryactive
Packagefeedback-analyzer-ai-mcp
TransportSTDIO
UpdatedMay 7, 2026
View on GitHub

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