mcpbeat Sign in

Pangolinfo Review Mining MCP Server

local only

Pangolinfo Review Mining MCP runs on your own machine — the client starts it, so there is no endpoint to ping. 760 installs a week from npm. Last commit 27 Oct 2026.

Amazon review mining for AI agents — complaint detection, sentiment trends, complaint topics.

Installs per day peak 441 · avg 14
a month agotoday
760
Installs / week
npm · pangolinfo-review-mining-mcp
0
Stars
0 open issues
27 Oct 2026
Last commit
4 releases in 90 days
MIT
License
TypeScript

Nothing serious here today

Today is the operative word: we check Pangolinfo Review Mining MCP every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.

Three servers free · no card

Connect this server

This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.

run in your terminal
claude mcp add pangolinfo-review-mining-mcp -- npx -y pangolinfo-review-mining-mcp
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "pangolinfo-review-mining-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "pangolinfo-review-mining-mcp"
      ]
    }
  }
}
~/.codex/config.toml
[mcp_servers.pangolinfo-review-mining-mcp]
command = "npx"
args = ["-y", "pangolinfo-review-mining-mcp"]
.cursor/mcp.json
{
  "mcpServers": {
    "pangolinfo-review-mining-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "pangolinfo-review-mining-mcp"
      ]
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "pangolinfo-review-mining-mcp": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "pangolinfo-review-mining-mcp"
      ]
    }
  }
}

Optional settings from the registry entry, left out of the block above: PANGOLINFO_API_KEY (Your Pangolinfo API key for live Amazon review data (required for live tool calls; the server starts without it)).

Alternatives to Pangolinfo Review Mining MCP

same job, measured the same way
Pangolinfo Amazon Data MCP
by pangolin-spg

Real-time Amazon, WIPO & PACER data for AI agents — 19 tools via the MCP protocol.

46 installs/wk answering
Shellward
by jnmetacode

AI agent security: 7 MCP tools for injection detection, PII scanning, command safety, DLP.

381 installs/wk local only
Execute collusion-detection-sentinel-mcp
by evozim

Premium agentic endpoint for collusion-detection-sentinel-mcp.

1 tools answering
Tork Governance
by torkjacobs

AI agent governance for MCP: PII detection, policy enforcement, compliance, and kill switch.

51 installs/wk local only
Agent Rails
by federicocelico

Shopping MCP for AI agents: search, compare, Amazon buy links. Auto-register.

5 tools answering
R
release-gate-mcp
by abduljabbarbxr

Release intelligence for AI agents. Detects breaking changes and recommends semver.

50 installs/wk local only
Diffpilot
by bkalafat

MCP server for PR code review, commit messages, changelogs, and secret detection.

local only
Groupdocs Viewer MCP
by groupdocs-viewer

MCP server for GroupDocs.Viewer — render pages as PNG and inspect view info via AI agents.

local only

Pangolinfo Review Mining MCP — questions

Answers built from our own checks of this server.

Why is there no uptime for Pangolinfo Review Mining MCP?
Pangolinfo Review Mining MCP runs on your own machine over stdio — there is no network address to reach, so uptime cannot be measured for it by anyone. What can be measured is adoption: the npm package pangolinfo-review-mining-mcp was installed 760 times last week.
How do I connect Pangolinfo Review Mining MCP?
Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It runs locally, so the command pulls pangolinfo-review-mining-mcp straight from npm; nothing to host, nothing to sign up for.
How many people use Pangolinfo Review Mining MCP?
The npm package pangolinfo-review-mining-mcp was installed 760 times in the last week. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.
Is Pangolinfo Review Mining MCP open source?
Yes — it is published under the MIT licence, written in TypeScript and 0 stars on GitHub. The source link is on this page, so you can read exactly what it does with your data before you connect it.