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Review Analyzer: Sentiment, Complaints, Themes & Reply Drafts MCP server

online · 100% uptime
by Nero-Engine·io.github.Nero-Engine/review-analyzer·v0.1.0
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Sentiment, complaint themes, quotes, business reports and reply drafts for any reviews dataset.

C67/100grade C
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Safety scan
C67/100

full report

Adoption
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Review Analyzer: Sentiment, Complaints, Themes & Reply Drafts tools

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Public scan report

scanner v0.1.10 · 2026-10-14 · same rubric, same numbers if you re-run it

1 low
  • –Code scanremote-only server, no package to scann/a
  • Live reliabilityremote reachable in 115ms (auth required)20/20
  • –Tool poisoningtools not inspected (endpoint requires auth); not countedn/a
  • Auth qualityOAuth resource metadata advertised on 40115/15
  • Maintenanceno repository listed3/15
  • Maintainer identityno repository or website to verify2/10

Findings (1)

  • lowNo source repository listedmaint.no-repo
Overall 67/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Review Analyzer: Sentiment, Complaints, Themes & Reply Drafts compares

Against every graded MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
67/100
higher than 25% of 48,255 servers
Uptime
100%
of our recent checks; the typical remote server answers 100%
Response time
51 ms
faster than 92% of 30,031 servers

Install Review Analyzer: Sentiment, Complaints, Themes & Reply Drafts in Claude Code, Cursor or VS Code

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

Review Analyzer: Sentiment, Complaints, Themes & Reply Drafts: common questions

Is Review Analyzer: Sentiment, Complaints, Themes & Reply Drafts MCP server safe?
With care: it is graded C, so read the findings first (67/100). Read the Review Analyzer: Sentiment, Complaints, Themes & Reply Drafts safety report
How do I install Review Analyzer: Sentiment, Complaints, Themes & Reply Drafts?
It runs remotely at mcp.apify.com. Add it to Claude Code, Cursor, VS Code or Claude Desktop with the snippets above, or call it through the mcp.market gateway without installing anything.
Does Review Analyzer: Sentiment, Complaints, Themes & Reply Drafts need an API key?
No key to paste: it signs you in with OAuth when your client connects.
Is Review Analyzer: Sentiment, Complaints, Themes & Reply Drafts maintained?
The latest release is v0.1.0.
Is Review Analyzer: Sentiment, Complaints, Themes & Reply Drafts up?
100% of our last 28 checks got an answer. We check remote servers about four times a day.
How does Review Analyzer: Sentiment, Complaints, Themes & Reply Drafts compare with other MCP servers?
safety score 67/100 (higher than 25% of 48,255 servers); uptime 100% (of our recent checks; the typical remote server answers 100%); response time 51 ms (faster than 92% of 30,031 servers). Full comparison.