Is io.github.mushfique-dgist/vox-pop safe to use?

io.github.mushfique-dgist/vox-pop has no known CVEs as of the latest MCPpedia security scan. It requires authentication to connect, which limits unauthorized access. Licensed under MIT.

How do I install io.github.mushfique-dgist/vox-pop?

io.github.mushfique-dgist/vox-pop supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.

What can io.github.mushfique-dgist/vox-pop do?

io.github.mushfique-dgist/vox-pop provides 3 tools: Install, Platforms, Roadmap. See the full tools list on the server page for descriptions and parameters.

What AI clients work with io.github.mushfique-dgist/vox-pop?

io.github.mushfique-dgist/vox-pop is compatible with claude-desktop, cursor, claude-code. It uses stdio and sse and http transport.

Is io.github.mushfique-dgist/vox-pop actively maintained?

io.github.mushfique-dgist/vox-pop is recently maintained - last commit was 58 days ago. It has 1 GitHub stars.

io.github.mushfique-dgist/vox-pop

vox-pop

Search 9 public discussion platforms for real opinions. Semantic routing, no API keys required.

1 3 tools GitHub PyPI

No known CVEs

MIT license

Maintained

Last commit 58d ago

Works with most clients

Transport: stdio, sse, http

3 tools · ~81 tok

Grade A · 0.0% of 200K ctx

MCPpedia last refreshed this data 20h ago

Edit this pageView history

io.github.mushfique-dgist/vox-pop is an MCP server that search 9 public discussion platforms for real opinions. Semantic routing, no API keys required. Its tool list has not been published yet over stdio, sse and http, requires no API key, and scores 82/100 on MCPpedia's security, maintenance and efficiency rubric.

Maps & Geo

Step 1

Install in your client

Config is the same across clients - only the file and path differ.

Supported in Claude Desktopstdio, sse, http · Node 18+

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "vox-pop": {
      "args": [
        "-m",
        "vox_pop.server"
      ],
      "command": "python"
    }
  }
}

Are you the author?

Add this badge to your README to show your security score and help users find safe servers.

Embed in your READMEAbout badges →

[![MCPpedia Score](https://mcppedia.org/api/badge/io-github-mushfique-dgist-vox-pop)](https://mcppedia.org/s/io-github-mushfique-dgist-vox-pop)

Read me

What io.github.mushfique-dgist/vox-pop does

Search 9 public discussion platforms for real opinions. Semantic routing, no API keys required.

Test This Server

Run this in your terminal to verify the server starts. Then let us know if it worked - your result helps other developers.

uvx 'vox-pop' 2>&1 | head -1 && echo "✓ Server started successfully"

After testing, let us know if it worked:

Loading README…

Scored, not listed

Why this score

Five weighted categories - click any category to see the underlying evidence.

Score breakdown

82/100across 5 weighted dimensions

How we score →

0255075100

−18

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

Checked vox-pop against OSV.dev.

Inventory

Tools (3)

Click any tool to inspect its schema.

~81 tokens total

Community

Reviews

Be the first to review

Have you used this server?

Share your experience - it helps other developers decide.

How easy was setup?Did it work reliably?How was the documentation?

Frequently Asked Questions

Is io.github.mushfique-dgist/vox-pop safe to use?: io.github.mushfique-dgist/vox-pop has no known CVEs as of the latest MCPpedia security scan. It requires authentication to connect, which limits unauthorized access. Licensed under MIT.
How do I install io.github.mushfique-dgist/vox-pop?: io.github.mushfique-dgist/vox-pop supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.
What can io.github.mushfique-dgist/vox-pop do?: io.github.mushfique-dgist/vox-pop provides 3 tools: Install, Platforms, Roadmap. See the full tools list on the server page for descriptions and parameters.
What AI clients work with io.github.mushfique-dgist/vox-pop?: io.github.mushfique-dgist/vox-pop is compatible with claude-desktop, cursor, claude-code. It uses stdio and sse and http transport.
Is io.github.mushfique-dgist/vox-pop actively maintained?: io.github.mushfique-dgist/vox-pop is recently maintained - last commit was 58 days ago. It has 1 GitHub stars.

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Community

Discussion

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Has anyone used this with Cursor?How do you handle auth?Any alternatives?

Edit this pageView history

Maps & Geo

Step 1

Install in your client

Config is the same across clients - only the file and path differ.

Supported in Claude Desktopstdio, sse, http · Node 18+

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "vox-pop": {
      "args": [
        "-m",
        "vox_pop.server"
      ],
      "command": "python"
    }
  }
}

Are you the author?

Add this badge to your README to show your security score and help users find safe servers.

Embed in your READMEAbout badges →

[![MCPpedia Score](https://mcppedia.org/api/badge/io-github-mushfique-dgist-vox-pop)](https://mcppedia.org/s/io-github-mushfique-dgist-vox-pop)

Read me

What io.github.mushfique-dgist/vox-pop does

Search 9 public discussion platforms for real opinions. Semantic routing, no API keys required.

Test This Server

Run this in your terminal to verify the server starts. Then let us know if it worked - your result helps other developers.

uvx 'vox-pop' 2>&1 | head -1 && echo "✓ Server started successfully"

After testing, let us know if it worked:

README

Your LLM knows what textbooks say.
This tells it what people actually think.

9 platforms • Semantic routing • LLM intelligence layer • Works without API keys

Install • Quick Start • Platforms • How Routing Works • MCP Server • Claude Code Plugin • Roadmap

Why?

Without vox-pop

> How do I debloat my face?

Lymphatic drainage, reduce sodium,
cold compress, drink water,
sleep elevated...

(correct but soulless — same answer
 as every health blog since 2015)

With vox-pop

★ Searched: Reddit, 4chan /fit/, SE Fitness

Consensus (70%+ of threads):
 → Reduce sodium + 3L water/day
 → Sleep elevated on back

Controversial:
 → Gua sha: loved on Reddit,
   mocked on /fit/ as placebo

What actually worked:
 → "Cut dairy for 2 weeks — face
    visibly deflated" (847↑ r/SCA)
 → "Minox bloat is real, went away
    month 3" (/fit/, recurring)

⚠ Some suggestions are unvetted.

Install

pip install vox-pop

That's it. All 9 platforms work with zero API keys. Optional LLM key unlocks smarter routing (see How Routing Works).

Quick Start

CLI — search all 9 platforms in one command:

vox-pop search "should I learn Rust or Go"

Perspective mode — see how opinions evolved over time:

vox-pop search "rust vs go" --perspective --platforms hackernews,reddit

## hackernews — Then vs Now

Historical (1+ year ago):
> "Rust vs. Go"
  — hackernews | +481 points | 580 replies | 2017-01-18

Recent (last 6 months):
> "Rust vs. Go: Memory Management"
  — hackernews | +2 points | 2025-11-15

## reddit — Then vs Now

Historical:
> "Experienced developer but total beginner in Rust..."
  — reddit | +124 points | 34 replies | 2025-03-14

Recent:
> "I rebuilt the same API in Java, Go, Kotlin, and Rust — here are the numbers"
  — reddit | +174 points | 59 replies | 2026-03-19

The shift tells a story: 2017 was a flame war. 2026 is domain-specific pragmatism.

Standard search — flat results from all platforms:

vox-pop search "should I learn Rust or Go" --limit 3

### hackernews (45 found)
> "I am a full stack TypeScript dev looking to broaden my skill set..."
  — hackernews | +78 points | 42 replies | by throwaway_dev
  Source: https://news.ycombinator.com/item?id=41907717

### 4chan /g/ (12 found)
> "Rust is a mass psychosis. Go is boring but you'll actually ship..."
  — 4chan /g/ | 129 replies | by Anonymous

### reddit (8 found)
> "After 2 years with both: Rust for systems, Go for services..."
  — reddit | +234 points | 87 replies | by senior_dev_42

Python — embed in your own tools:

import asyncio
from vox_pop.core import search_multiple, format_context, get_default_providers

async def main():
    results = await search_multiple(
  

... [View full README on GitHub](https://github.com/mushfique-dgist/vox-pop#readme)

Loading README…

Scored, not listed

Why this score

Five weighted categories - click any category to see the underlying evidence.

Score breakdown

82/100across 5 weighted dimensions

How we score →

0255075100

−18

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

Checked vox-pop against OSV.dev.

Inventory

Tools (3)

Click any tool to inspect its schema.

~81 tokens total

Community

Reviews

Be the first to review

Have you used this server?

Share your experience - it helps other developers decide.

How easy was setup?Did it work reliably?How was the documentation?

Frequently Asked Questions

Is io.github.mushfique-dgist/vox-pop safe to use?: io.github.mushfique-dgist/vox-pop has no known CVEs as of the latest MCPpedia security scan. It requires authentication to connect, which limits unauthorized access. Licensed under MIT.
How do I install io.github.mushfique-dgist/vox-pop?: io.github.mushfique-dgist/vox-pop supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.
What can io.github.mushfique-dgist/vox-pop do?: io.github.mushfique-dgist/vox-pop provides 3 tools: Install, Platforms, Roadmap. See the full tools list on the server page for descriptions and parameters.
What AI clients work with io.github.mushfique-dgist/vox-pop?: io.github.mushfique-dgist/vox-pop is compatible with claude-desktop, cursor, claude-code. It uses stdio and sse and http transport.
Is io.github.mushfique-dgist/vox-pop actively maintained?: io.github.mushfique-dgist/vox-pop is recently maintained - last commit was 58 days ago. It has 1 GitHub stars.

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MCP Security Weekly

Get CVE alerts and security updates for io.github.mushfique-dgist/vox-pop and similar servers.

Community

Discussion

Start a conversation

Ask a question, share a tip, or report an issue.

Has anyone used this with Cursor?How do you handle auth?Any alternatives?

io.github.mushfique-dgist/vox-pop

Install in your client

What io.github.mushfique-dgist/vox-pop does

Test This Server

Why this score

82/100across 5 weighted dimensions

Security

Tools (3)

Reviews

Frequently Asked Questions

Similar servers

Discussion

io.github.mushfique-dgist/vox-pop

Install in your client

What io.github.mushfique-dgist/vox-pop does

Test This Server

Your LLM knows what textbooks say.This tells it what people actually think.

Why?

Install

Quick Start

Why this score

82/100across 5 weighted dimensions

Security

Tools (3)

Reviews

Frequently Asked Questions

Similar servers

Discussion

Your LLM knows what textbooks say.This tells it what people actually think.

Why?

Install

Quick Start

Your LLM knows what textbooks say.
This tells it what people actually think.

Your LLM knows what textbooks say.
This tells it what people actually think.