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patchy631--ai-engineering-hub/ultimate-ai-assitant-using-mcp/README.md
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2026-07-13 12:37:47 +08:00

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# MCP-powered Ultimate AI Assistant
A Streamlit application that provides a chat interface for interacting with MCP (Model Context Protocol) servers. This app allows you to configure multiple MCP servers and chat with them using natural language.
Tech stack:
- [mcp-use](https://github.com/mcp-use/mcp-use) to connect LLM to MCP servers
- [Stagehand MCP](https://github.com/browserbase/mcp-server-browserbase) for browser access
- [Firecrawl MCP](https://github.com/mendableai/firecrawl-mcp-server) for scraping
- [Ragie MCP](https://github.com/ragieai/ragie-mcp-server) for multimodal RAG
- [Graphiti MCP](https://github.com/getzep/graphiti/tree/main/mcp_server) as memory
- [Terminal](https://github.com/wonderwhy-er/DesktopCommanderMCP) & [GitIngest](https://github.com/adhikasp/mcp-git-ingest) MCP
## Setup
1. **Install Dependencies**:
```bash
uv sync
```
2. **Environment Variables**:
Create a `.env` file with your API keys:
```env
OPENAI_API_KEY=your-openai-api-key
FIRECRAWL_API_KEY=your-firecrawl-api-key
RAGIE_API_KEY=your-ragie-api-key
```
3. **Setup MCP Servers**
Go to server.py and update the paths to the MCP servers according to your system.
3. **Run the App**:
```bash
streamlit run mcp_streamlit_app.py
```
## Usage
1. **Configure MCP Servers**:
- Use the sidebar to enter your MCP server configuration in JSON format
- Click "Load Example Config" to see a sample configuration
- Click "Activate Configuration" to initialize the MCP client
2. **Chat with MCP Tools**:
- Once configured, use the chat interface to interact with your MCP servers
- Ask questions about available tools or request specific actions
- The agent will use the appropriate MCP tools to respond
## Example Configuration
```json
{
"mcpServers": {
"stagehand": {
"command": "node",
"args": ["/path/to/stagehand/dist/index.js"],
"env": {
"OPENAI_API_KEY": "your-api-key",
"LOCAL_CDP_URL": "http://localhost:9222"
}
},
"firecrawl": {
"command": "npx",
"args": ["-y", "firecrawl-mcp"],
"env": {
"FIRECRAWL_API_KEY": "your-firecrawl-key"
}
}
}
}
```
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---
## Contribution
Contributions are welcome! Please fork the repository and submit a pull request with your improvements.