A
licenseNot graded
qualityB
maintenanceAnalyzes user-authorized CSV, JSON, or XLSX comment exports locally to generate risk signals, prioritized comments, evidence-backed actions, and reports while keeping data private.
MIT
Ocolta Review Summaries
by com.soxoa
Server Details
Read categorical signals, confidence and indicator counts from your recoverable Ocolta reviews.
Ownership verified
- Status
- Healthy
- Uptime
- 100.0% over the last 24 hours
- Last Tested
- Transport
- Streamable HTTP · MCP 2025-11-25
- URL
- ChatGPT
- –
- Claude
- –
TDQS
A4.1/5.0
Scored across 3 tools
Disambiguation4/5
Each tool targets a distinct step: connecting to a purchase, listing recent reviews, and fetching one review's summary. However, 'unused reviews' in get_connected_purchase and 'recent completed reviews' in list_recent_reviews could create minor confusion about which tool to call for review availability.
Naming Consistency5/5
All tool names follow a consistent snake_case verb_noun pattern (get_connected_purchase, get_review_summary, list_recent_reviews). The prefixes clearly indicate the action and the resource.
Tool Count4/5
Three tools is within a reasonable range for a focused read-only summary server, and each tool has a clear role. The set is minimal but not excessive, though it could feel slightly thin without a batch or search tool.
Completeness4/5
The core read-only workflow—connect to a purchase, list recoverable reviews, and fetch a summary—is covered. Missing batch retrieval or filtering options, but no critical gap given the stated constraints and explicit exclusions.
Available Tools
3 toolsget_connected_purchaseConnected Ocolta purchaseARead-onlyInspect
Identifies the existing Ocolta purchase connected to this conversation. Returns its label, whether it is a synthetic reviewer fixture, the number of unused reviews, and the supported report-summary access. Does not expose payment details or account identifiers.
Inputs: no named parameters. Returns: label, access, synthetic, availableReviews
get_review_summaryRead an Ocolta review summaryARead-onlyInspect
Returns the categorical status, review priority, confidence, fraud and AI-generation assessments, indicator counts and limitation count for one recoverable review from the connected purchase, with a fixed disclaimer. Returns no source document, personal fields or free-text excerpts, and does not spend a credit. The result is a signal for human follow-up; it does not prove fraud, authenticity, intent, identity or AI generation.
Inputs: review_id (required). Returns: status, confidence, disclaimer, reviewPriority, +5 more
list_recent_reviewsRecoverable Ocolta reviewsARead-onlyInspect
Lists the review IDs of up to ten completed Deep Reviews from the connected purchase that are still within the 24-hour recovery period after completion, most recent first. Does not start a review or spend a credit.
Inputs: no named parameters. Returns: reviews, recoveryWindow
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
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- FlicenseNot gradedqualityNot gradedmaintenanceEnables auditing product review streams for review-velocity clustering, sentiment dissonance, repetitive incentivized phrases, and review hijacking, then surfaces authenticity grades and adjusted ratings that estimate true customer sentiment.-
- FlicenseNot gradedqualityBmaintenanceEnables auditing product review streams for review-velocity clustering, sentiment dissonance, repetitive incentivized phrases, and review hijacking. Produces adjusted authentic ratings and authenticity indexes for e-commerce products.7-
- AlicenseAqualityCmaintenanceEnables privacy-aware, deterministic, read-only chat analysis through tools for briefs, aggregate interaction signals, evidence-aware claim audits, and canonical resource discovery.441MIT
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