F
licenseNot graded
qualityF
maintenanceEnables querying TrustRadius B2B software reviews to extract alternatives considered, feature-level ratings, pros/cons, and business outcomes for competitive intelligence.
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review-intelligence-mcp-server
Server Details
G2, Trustpilot, Yelp reviews with sentiment and theme extraction across sources.
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- Status
- Unhealthy
- Uptime
- 61.9% over 67 days
- Last Tested
- Transport
- Streamable HTTP
- URL
- ChatGPT
- –
- Claude
- –
TDQS
A4.4/5.0
Scored across 3 tools
Disambiguation5/5
Each tool targets a distinct review platform (G2, Trustpilot, Yelp) with platform-specific arguments (product, company, business+location). There is no ambiguity about which tool to use for a given source.
Naming Consistency5/5
All tool names follow the same {source}_reviews pattern with lowercase source names. This creates a predictable and uniform naming convention across the set.
Tool Count5/5
Three tools is a reasonable scope for a review-intelligence server covering three major review platforms. Each tool has a clear purpose and the count is within the ideal 3-15 range.
Completeness4/5
The set provides read-only review retrieval for three key platforms, which covers the core domain. Minor gaps like additional platforms (e.g., Google, Amazon) or cross-platform search exist but do not undermine basic functionality.
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
3 tool updates
- First observed
g2_reviews - First observed
trustpilot_reviews - First observed
yelp_reviews
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- FlicenseNot gradedqualityBmaintenanceEnables aspect-level sentiment mining from customer reviews and produces satisfaction radar breakdowns with structured output for AI agents.8-
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