Ext Ops Panel
Open dashboard

AI Review Analysis Tool - Customer Action Plan

Customer review analysis that tells you exactly what to fix.

MCP server · by ranovam.com

About

AI Review Analysis Tool - Customer Action Plan is an MCP server published by ranovam.com. Marketplaces we read that list it: 1 (Official MCP Registry). We first saw it on 2026-10-11 and have recorded no change since. As of our marketplace pass on 2026-10-13.

What it asks for

  • Runs remotely

None of the marketplaces we read publishes its tools or the settings it asks for.

Requires: Authorization header

What it declares, asks for and runs, in full

Only install plugins from developers you trust. We list what marketplaces publish and do not test plugins.

Connect

No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.

Check its listing on Official MCP Registry

Where it is published

MarketplaceStatusVersionFiguresVerifiedFirst seen
Official MCP Registry (Open the registry record) Listed 0.1.1 No figure published Not marked

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

What changed

Nothing has moved on this plugin since we started watching it.

Similar plugins

Products whose own names, descriptions, tools and skills are closest in meaning to this one, on every marketplace we read. Closeness is ranked within this list only.

  • WizerAPI Review Intelligence

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

    by wizerapi.com · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Review Analyzer: Sentiment, Complaints, Themes & Reply Drafts

    Sentiment, complaint themes, quotes, business reports and reply drafts for any reviews dataset.

    by Nero-Engine · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • GoAI Moat Review Intelligence

    Analyze product reviews: pain points, feature requests, sentiment and competitive gaps for sellers.

    by goaimoat.com · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • REVIEWS.io MCP by usefulapi

    Read REVIEWS.io product and company reviews, ratings, UGC, surveys; tag reviews; invite one buyer.

    by usefulapi.io · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • More Good Reviews

    Manage customers, reviews, requests, and reputation for one More Good Reviews project.

    by moregoodreviews.com · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • review-intelligence-mcp-server com.thenextgennexus/review-intelligence-mcp-server

    G2, Trustpilot, Yelp reviews with sentiment and theme extraction across sources.

    by thenextgennexus.com · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • feedback.tools

    Customer feedback for your AI assistant: CSAT, NPS and CES scores, response search, AI themes.

    by feedback.tools · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • FeedbackRobot

    Hosted MCP server for the FeedbackRobot customer feedback and reviews platform

    by feedbackrobot.com · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • testimonials.ltd

    Import, approve, tag and feature customer testimonials in your testimonials.ltd workspace.

    by testimonials.ltd · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • revieworacle io.tooloracle/revieworacle

    ReviewOracle - 8 review intel tools: sentiment, themes, competitors, response drafts.

    by tooloracle.io · MCP server

    Listed on: Official MCP Registry · Describes a similar job

Similar plugins by marketplace

The same question asked of one marketplace at a time: is there an analog of this plugin there?

Has a listing on Claude Code: claude-plugins-community (5)
  • kansei-link

    Discover 301 SaaS/API services with trust scores and auto-invocation skill. 91-96% token savings vs web research.

    by michielinksee · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • closedloop-skills

    AI Product Discovery skills for Claude Code, powered by ClosedLoop AI. Deep-dive into any topic against all your product insights — every customer quote, pain point, business…

    by closedloop-ai-org · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • cialdini-influence-audit

    Audit persuasive copy (landing pages, emails, sales sequences) for missing influence principles using Robert Cialdini's seven principles + Pre-Suasion.

    by johnericforte · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • Fullstory

    Connect Claude to Fullstory to query behavioral analytics, session replays, and customer experience insights.

    by fullstorydev · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • hormozi-offer-audit

    Audit and improve a sales offer (landing page, pricing tier, or lead magnet) using Alex Hormozi's frameworks from $100M Offers and $100M Leads.

    by johnericforte · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

Has a listing on Claude Code: claude-plugins-official (5)
  • Pendo Analytics

    Bring Pendo product analytics into Claude Code: account health, feature adoption, session replay lookup and triage, feedback analysis, and data-informed planning grounded in real…

    by pendo-io · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins · Describes nearly the same job

  • Fullstory

    Connect Claude to Fullstory to query behavioral analytics, session replays, and customer experience insights.

    by fullstorydev · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • pigment

    Analyze business data and build custom Pigment models, metrics, and boards through natural language.

    by gopigment · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • noibu

    Built for ecommerce, the Noibu plugin bridges the gap between customer experience and revenue by connecting Claude directly to your store's session, error, and conversion data…

    by Noibu · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Describes nearly the same job

  • amplitude

    Use Amplitude as an expert analyst — instrument Amplitude, discover product opportunities, analyze charts, create dashboards, manage experiments, and understand users and accounts.

    by amplitude · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

Has a listing on Claude: knowledge-work-plugins (5)
  • Pendo Analytics

    Bring Pendo product analytics into Claude Code: account health, feature adoption, session replay lookup and triage, feedback analysis, and data-informed planning grounded in real…

    by pendo-io · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins · Describes nearly the same job

  • Customer Support

    Triage tickets, draft responses, escalate issues, and build your knowledge base. Research customer context and turn resolved issues into self-service content.

    by Anthropic · Plugin bundle

    Listed on: Claude: knowledge-work-plugins · Describes nearly the same job

  • Product Tracking

    AI agent skills that make SaaS products data-ready for product analytics — from codebase scan to tracking plan to working instrumentation code.

    by Accoil · Plugin bundle

    Listed on: Claude: knowledge-work-plugins · Describes nearly the same job

  • Brand Voice

    Discover your brand voice from existing documents and conversations, generate enforceable guidelines, and validate AI-generated content against your established tone and…

    by Tribe AI · Plugin bundle

    Listed on: Claude: knowledge-work-plugins · Describes nearly the same job

  • Product Management

    Write feature specs, plan roadmaps, and synthesize user research faster. Keep stakeholders updated and stay ahead of the competitive landscape.

    by Anthropic · Plugin bundle

    Listed on: Claude: knowledge-work-plugins · Describes nearly the same job

Has a listing on Codex: openai-curated (openai/plugins) (5)
  • Data Analytics

    Answer product and business questions with data

    by Data Analytics Maintainers · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • PostHog

    PostHog gives your AI agent direct access to your product analytics, feature flags, experiments, error tracking, surveys, logs, and LLM analytics. Ask questions about your data…

    by PostHog Inc. · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • Plugin Eval

    Evaluate Codex skills and plugins from chat with a beginner-friendly start command, local-first reports, token budget explanations, and guided benchmarking.

    by OpenAI Codex · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • Mixpanel Headless

    Analyze Mixpanel data with the mixpanel_headless Python SDK and Codex skills.

    by Mixpanel · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • Product Design

    The Product Design plugin is built for turning early ideas into prototypes teams can review. It starts design and build work by confirming the brief, then helps teams explore…

    by OpenAI · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

Has a listing on Community GitHub marketplaces (5)
  • QualiTaTi

    Run AI-moderated interviews, conversational surveys and qualitative analysis on QualiTaTi from your

    by lanceyuu · MCP server

    Listed on: Official MCP Registry, Community GitHub marketplaces · Describes nearly the same job

  • Adlicio

    Customer-voice research: scrape reviews and comments from 30+ sites, find ads, hooks, creators.

    by tryadlicio.com · MCP server

    Listed on: Official MCP Registry, Community GitHub marketplaces · Describes nearly the same job

  • Fullstory

    Connect Claude to Fullstory to query behavioral analytics, session replays, and customer experience insights.

    by fullstorydev · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • afterlaunch-growth

    Run growth marketing, SEO and AI answer-engine visibility for a product through AfterLaunch over MCP. Reads a ranked backlog of prepared, ready-to-ship growth moves.

    by AfterLaunch · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • Assay Truth Graph

    Ranked, governed, cited GTM context for your agents, on one living source of truth.

    by Assay · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

Has a listing on Copilot CLI: github/awesome-copilot (5)
  • feedback-themes

    Explore grouped customer feedback signals by impact and drill into a theme to guide product next steps.

    by Aaron Powell · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • pm-skills

    MCP server and 12 skills for product analysis, specification writing, strategy, narrative, and stakeholder alignment. Run competitive analyses, write zero-question specs, design…

    by Avyayalaya · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • whatidid

    Turn your Copilot sessions into proof of impact — research-grounded HTML reports with effort estimation, skills analysis, and ROI metrics from local session logs.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • doublecheck

    Three-layer verification pipeline for AI output. Extracts claims, finds sources, and flags hallucination risks so humans can verify before acting.

    by Awesome Copilot Community · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • agent-council

    A runtime-portable 5-agent quality gate that adjudicates text artifacts before they ship. Five role-conditioned LLM deliberators run a 2-round async protocol with cross-read…

    by Avyayalaya · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

Has a listing on Copilot CLI: github/copilot-plugins (5)
  • workiq-productivity

    WorkIQ productivity skills powered by the local WorkIQ CLI — read-only insights across email, meetings, calendar, Teams, SharePoint, projects, and people.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • workiq

    Query Microsoft 365 data with natural language — emails, meetings, documents, Teams messages, and more.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • microsoft-365-agents-toolkit

    Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • canvas-apps

    Build Power Apps Canvas Apps using the Canvas Authoring MCP server.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes a similar job

  • azure-devops-copilot-plugin

    Bring Azure DevOps work-item, repository, and pull-request workflows into GitHub Copilot.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes a similar job

Has a listing on Cursor: cursor/plugins (5)
  • Profound

    Track AI visibility, sentiment, and citations.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Guru

    Search company knowledge and draft verified answers.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • PostHog MCP

    Work with PostHog from chat: query product analytics and run SQL, manage feature flags and experiments, triage error tracking issues, and review session replays, surveys, and…

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Meltwater

    Search media and social mentions and pull analytics.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Semrush

    Research keywords, backlinks, traffic, and competitors.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

Has a listing on Docker MCP Catalog (5)
  • Amazon Q Business

    AI assistant for ingested content with anonymous access.

    by awslabs · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • OSP Marketing Tools

    A Model Context Protocol (MCP) server that empowers LLMs to use some of Open Srategy Partners' core writing and product marketing techniques.

    by open-strategy-partners · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • Opine

    A Model Context Protocol (MCP) server for querying deals and evaluations from the Opine CRM API.

    by cody-docker · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • Audiense Insights

    Audiense Insights MCP Server is a server based on the Model Context Protocol (MCP) that allows Claude and other MCP-compatible clients to interact with your Audiense Insights…

    by AudienseCo · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • AWS Bedrock Data Automation

    Analyze documents, images, videos, and audio.

    by awslabs · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

Has a listing on Official MCP Registry (5)

Found by meaning, not by shared code or a shared repository: similar plugins stay separate products, and this is not a review or a recommendation.

Is this your plugin?

Add it to your projects and prove you maintain it with a file in its repository, a file on your domain or a DNS record. You get alerts when a marketplace lists it, drops it, changes its verified mark or what it asks for, and its remote endpoint goes on monitoring as a web service.

Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built