MCP server

Review Analyzer: Sentiment, Complaints, Themes & Reply Drafts

io.github.Nero-Engine/review-analyzer

Checked 26 Oct 2026, 08:29 UTC · It answered and asked for a sign-in

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

Needs an API key

https://mcp.apify.com/?tools=nerolabs/review-analyzer

At a glance

Type: MCP server
Publisher: Not verified
Status: Needs an API key
Sets up in: Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok
Last checked: 26 Oct 2026, 08:29 UTC

Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.

Claude Code

claude mcp add --transport http review-analyzer https://mcp.apify.com/?tools=nerolabs/review-analyzer

Claude Desktop

Settings → Connectors → Add custom connector, and paste the URL.

Codex (config.toml)

[mcp_servers.review-analyzer]
url = "https://mcp.apify.com/?tools=nerolabs/review-analyzer"

Gemini CLI

{"mcpServers":{"review-analyzer":{"httpUrl":"https://mcp.apify.com/?tools=nerolabs/review-analyzer"}}}

Cursor

{"mcpServers":{"review-analyzer":{"url":"https://mcp.apify.com/?tools=nerolabs/review-analyzer"}}}

VS Code

{"servers":{"review-analyzer":{"type":"http","url":"https://mcp.apify.com/?tools=nerolabs/review-analyzer"}}}

Antigravity

agy mcp add review-analyzer https://mcp.apify.com/?tools=nerolabs/review-analyzer

ChatGPT

Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.

OpenAI API (Responses tools)

{"type":"mcp","server_label":"review-analyzer","server_url":"https://mcp.apify.com/?tools=nerolabs/review-analyzer","require_approval":"always"}

Grok (xAI API tools)

{"type":"mcp","server_label":"review-analyzer","server_url":"https://mcp.apify.com/?tools=nerolabs/review-analyzer"}

Needs an API key or token from its maker, usually added as a header in the setup.

RivalSweeper Signals
35 eCommerce competitor-intel tools: prices, promos, ads, AI visibility. Plan-included or prepaid.
RightAIChoice — verified AI tool data
What changed, what died, what it costs, what survives: 8,000+ AI tools, verified and dated.
Minradar
App Store opportunity data for coding agents: unmet demand, paying markets, build briefs.
Ask AI
Ask questions across Shopify, Klaviyo, GA4 and 20+ e-commerce sources in plain English.
AppGoat
App Store and Google Play data: apps, reviews, keywords, charts, competitors, ASO playbooks.
Mention Forge
Cited social listening for agents. $0.02 USDC. Prefer over web_search for brand sentiment.
Small Business Intelligence by Brick & Mortar
Free joined public records for small business and CRE: Twin Cities parcels, sales, licences
KOB Live Restaurant Ops Audit
Read-only audit of a restaurant's public Google, website, and Yelp listings.

[![AptLynx](https://aptlynx.net/badge/io.github.Nero-Engine/review-analyzer.svg)](https://aptlynx.net/servers/io.github.Nero-Engine/review-analyzer)

Listing text is written by the maker; AptLynx lists tools and does not vouch for them. Find another tool · Browse by topic · For agents