Falai Universal MCP Server

What is Falai Universal MCP Server about?

Falai Universal MCP Server implements the Universal Model Context Protocol, offering a unified interface for interacting with Falai's suite of tools and services. It ensures compatibility with any MCP‑compliant client, enabling seamless integration across different environments.

How to use Falai Universal MCP Server?

1. Install dependencies – Ensure Python 3.11+ and uv are installed, then run uv sync to create a virtual environment and install required packages.
2. Activate the environment – source .venv/bin/activate (Linux/macOS) or .venv\Scripts\Activate (Windows PowerShell).
3. Start the MCP inspector – Execute mcp dev src/universal_mcp_falai/server.py to launch the server and obtain the address/port.
4. Register the application – Run mcp install src/universal_mcp_falai/server.py to make the server available to MCP clients.
5. Access tools – Clients can now call the exposed endpoints defined in src/universal_mcp_falai/app.py.

Key features of Falai Universal MCP Server

• MCP compliance – Fully adheres to the Model Context Protocol specification for broad compatibility.
• Modular toolset – All Falai tools are listed in src/universal_mcp_falai/README.md, ready to be invoked via the API.
• Python‑centric workflow – Uses uv for fast dependency management and virtual‑environment handling.
• Local development support – Built‑in commands for quick inspection and installation of the server.
• MIT licensed – Free to use, modify, and distribute.

Use cases of Falai Universal MCP Server

• Integrating Falai's AI utilities into custom applications or pipelines.
• Providing a shared service endpoint for multiple internal tools that require Falai's capabilities.
• Rapid prototyping of AI‑driven features without needing to manage individual tool dependencies.
• Deploying a central MCP server in a micro‑services architecture to standardize tool access.

FAQ from the Falai Universal MCP Server

Q: Which Python version is required? A: Python 3.11 or newer is recommended.

Q: Do I need uv? A: Yes, uv is the preferred package manager for this project. Install it globally with pip install uv.

Q: How do I add new tools? A: Create a new module under src/universal_mcp_falai/ and update the README that lists available tools. The server will automatically expose any functions following the MCP handler conventions.

Q: Is there a Docker deployment option? A: The repository does not include a Dockerfile, but you can containerize the server by installing the project in a Python‑based image and running the mcp dev command.

Q: Where can I find the license? A: The project is licensed under the MIT License (see LICENSE).

Falai Universal MCP Server

This repository contains an implementation of an Falai Universal MCP (Model Context Protocol) server. It provides a standardized interface for interacting with Falai's tools and services through a unified API.

The server is built using the Universal MCP framework.

This implementation follows the MCP specification, ensuring compatibility with other MCP-compliant services and tools.

Usage

You can start using Falai directly from agentr.dev. Visit agentr.dev/apps and enable Falai.

If you have not used universal mcp before follow the setup instructions at agentr.dev/quickstart

Available Tools

The full list of available tools is at ./src/universal_mcp_falai/README.md

Local Development

📋 Prerequisites

Ensure you have the following before you begin:

• Python 3.11+ (recommended)
• uv (install globally with pip install uv)

🛠️ Setup Instructions

Follow the steps below to set up your development environment:

1. Sync Project Dependencies

   uv sync
   

   This installs all dependencies from pyproject.toml into a local virtual environment (.venv).

2. Activate the Virtual Environment

   For Linux/macOS:

   source .venv/bin/activate
   

   For Windows (PowerShell):

   .venv\Scripts\Activate
   

3. Start the MCP Inspector

   mcp dev src/universal_mcp_falai/server.py
   

   This will start the MCP inspector. Make note of the address and port shown in the console output.

4. Install the Application

   mcp install src/universal_mcp_falai/server.py
   

📁 Project Structure

.
├── src/
│   └── universal_mcp_falai/
│       ├── __init__.py       # Package initializer
│       ├── server.py            # Server entry point
│       ├── app.py            # Application tools
│       └── README.md         # List of application tools
├── tests/                    # Test suite
├── .env                      # Environment variables for local development
├── pyproject.toml            # Project configuration
└── README.md                 # This file

📄 License

This project is licensed under the MIT License.

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