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Glama

Server Details

Analyze customer reviews: sentiment, emotion, topics, themes, digests, and drafted replies.

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Status
Unhealthy
Last Tested
Transport
Streamable HTTP
URL

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. 5 tool updates
    • First observedanalyze_review
    • First observedcheck_usage
    • First observeddraft_reply
    • First observedextract_themes
    • First observedsummarize_reviews

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TDQS

A4.7/5.0
Disambiguation5/5

Each tool has a clearly distinct purpose: single review analysis (analyze_review), reply drafting (draft_reply), batch theme extraction (extract_themes), batch summary (summarize_reviews), and usage checking (check_usage). Even where functionality might overlap (e.g., analyze_review can suggest a reply), tool descriptions explicitly guide agents to avoid duplication.

Naming Consistency5/5

All tool names follow a consistent verb_noun pattern using snake_case (analyze_review, check_usage, draft_reply, extract_themes, summarize_reviews). There are no deviations or mixed casing.

Tool Count5/5

With 5 tools, the server is well-scoped for its purpose of review intelligence. Each tool serves a distinct and necessary function without redundancy or missing core operations, fitting the typical range of 3-15 tools.

Completeness4/5

The tool set covers single review analysis and reply generation, batch theme extraction and summarization, and usage monitoring. Missing capabilities like cross-review comparison or data export are minor gaps that do not hinder the primary analysis workflow.

Resources