Is Simple_mcp_app safe to use?

Simple_mcp_app has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments.

How do I install Simple_mcp_app?

Simple_mcp_app 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 Simple_mcp_app do?

Simple_mcp_app provides 3 tools: web_scraper, x_post_scraper, linkedin_profile_scraper. See the full tools list on the server page for descriptions and parameters.

What AI clients work with Simple_mcp_app?

Simple_mcp_app is compatible with claude-desktop, cursor, claude-code. It uses stdio and sse and http transport.

Is Simple_mcp_app actively maintained?

Simple_mcp_app is not actively maintained — last commit was 368 days ago. It has 33 GitHub stars.

Simple_mcp_app

Name: Simple_mcp_app
Author: MariyaSha

@brightdata/mcp · by MariyaSha

pure python gui application with streamlit ollama and fastmcp

33 6.0k/wk 3 tools GitHub npm

No known CVEs

No license

Stale

Last commit 368d ago

Works with most clients

Transport: stdio, sse, http

3 tools · ~142 tok

Grade A · 0.1% of 200K ctx

Edit this pageView history

AI / ML

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": {
    "simple-mcp-app": {
      "args": [
        "-y",
        "@brightdata/mcp"
      ],
      "command": "npx"
    }
  }
}

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/simple-mcp-app)](https://mcppedia.org/s/simple-mcp-app)

Read me

What Simple_mcp_app does

What if your own language model could search the web and answer real-time questions? Just like ChatGPT, but running locally on your system, inside your app, where you have full control?

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.

npx -y '@brightdata/mcp' 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

80/100across 5 weighted dimensions

How we score →

0255075100

−20

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

Checked @brightdata/mcp against OSV.dev.

Inventory

Tools (3)

Click any tool to inspect its schema.

~142 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 Simple_mcp_app safe to use?: Simple_mcp_app has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments.
How do I install Simple_mcp_app?: Simple_mcp_app 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 Simple_mcp_app do?: Simple_mcp_app provides 3 tools: web_scraper, x_post_scraper, linkedin_profile_scraper. See the full tools list on the server page for descriptions and parameters.
What AI clients work with Simple_mcp_app?: Simple_mcp_app is compatible with claude-desktop, cursor, claude-code. It uses stdio and sse and http transport.
Is Simple_mcp_app actively maintained?: Simple_mcp_app is not actively maintained — last commit was 368 days ago. It has 33 GitHub stars.

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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?

Edit this pageView history

AI / ML

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": {
    "simple-mcp-app": {
      "args": [
        "-y",
        "@brightdata/mcp"
      ],
      "command": "npx"
    }
  }
}

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/simple-mcp-app)](https://mcppedia.org/s/simple-mcp-app)

Read me

What Simple_mcp_app does

What if your own language model could search the web and answer real-time questions? Just like ChatGPT, but running locally on your system, inside your app, where you have full control?

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.

npx -y '@brightdata/mcp' 2>&1 | head -1 && echo "✓ Server started successfully"

After testing, let us know if it worked:

README

🌐 AI GUI App with Full Web Access

What if your own language model could search the web and answer real-time questions? Just like ChatGPT, but running locally on your system, inside your app, where you have full control?

In this project, we’ll build exactly that using:

🧠 Ollama – to run powerful language models like gemma3 on your local machine.
🔗 LangChain – to interface with LLMs from Python.
🌐 Bright Data MCP – to fetch live web content using real-world scraping tools. Bright Data MCP GitHub Repo
🎨 Streamlit – to wrap everything in a clean, interactive user interface.

🛠️ Prerequisites

Before running the app, make sure you have the following:

✅ WSL 2 + Miniforge, here's how to install it: https://youtu.be/luM5kwH6tjQ OR Linux + any other Conda type of software.
✅ Ollama installed and a model (e.g., gemma3) pulled and serving. (check the video tutorial below for insturctions)
✅ An API key from Bright Data, make sure that at least one Web Unlocker zone is configured.
✅ Add the following line of code to the end of your .bashrc file in WSL. Replace with the Brigth Data API Key you copied.
```
export BRD_API_KEY=<your-key>
```

📺 Video Tutorial

If you're not sure how to install the requirements, or what .bashrc is, or if you'd like to build this entire application step by step alongside me, please checkout my video tutorial on YouTube:

Watch the full tutorial to learn how to:

Connect a local LLM to real-time web data
Use MCP tools for scraping websites, X posts, and LinkedIn profiles
Build a Streamlit GUI with optional context fields and memory
Understand how MCP gives models access to live external resources

💸 Coupon

Get 10$ of Bright Data credits using the promo link (goes a long way!):
https://brdta.com/pythonsimplified_mcp

Just for perspective. I've featured Bright Data tools in a few tutorials already, and so far it cost me $6 bucks.

📦 Installation

# Clone the repo
git clone https://github.com/MariyaSha/simple_mcp_app.git
cd simple_mcp_app

# Create working environment 
conda create -n mcp_env python=3.12
conda activate mcp_env

conda install nodejs
# Make sure you've updated your .bashrc file (check Prerequisites)
npx @brightdata/mcp API_TOKEN=$BRD_API_KEY

# Install Python dependencies
pip install -r requirements.txt

cd simple_mcp_app
# OR cd advanced_mcp_app

# Run application
streamlit run mcp_app.py

Loading README…

Scored, not listed

Why this score

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

Score breakdown

80/100across 5 weighted dimensions

How we score →

0255075100

−20

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

Checked @brightdata/mcp against OSV.dev.

Inventory

Tools (3)

Click any tool to inspect its schema.

~142 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 Simple_mcp_app safe to use?: Simple_mcp_app has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments.
How do I install Simple_mcp_app?: Simple_mcp_app 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 Simple_mcp_app do?: Simple_mcp_app provides 3 tools: web_scraper, x_post_scraper, linkedin_profile_scraper. See the full tools list on the server page for descriptions and parameters.
What AI clients work with Simple_mcp_app?: Simple_mcp_app is compatible with claude-desktop, cursor, claude-code. It uses stdio and sse and http transport.
Is Simple_mcp_app actively maintained?: Simple_mcp_app is not actively maintained — last commit was 368 days ago. It has 33 GitHub stars.

Similar servers

Others in ai-ml

View all →

Sequential Thinking MCP Server96

Dynamic problem-solving through sequential thought chains

87.8k 1

Antigravity Workspace Template96

Workspace template + MCP server for Claude Code, Codex CLI, Cursor & Windsurf. Multi-agent knowledge engine (ag-refresh / ag-ask) that turns any codebase into a queryable AI assistant.

1.3k 2

Memory MCP Server96

Persistent memory using a knowledge graph

87.8k 5

Context Mode95

Privacy-first. MCP is the protocol for tool access. We're the virtualization layer for context.

18.3k 6

MCP Security Weekly

Get CVE alerts and security updates for Simple_mcp_app and similar servers.

Community