Look 4 Fundings - MCP Server
A Model Context Protocol (MCP) server that provides tools for text manipulation and analysis. This server is designed to work with Le Chat and other MCP-compatible clients.
Features
- Text Inversion: Reverse the characters in any word
- Character Counting: Count occurrences of specific characters in strings
- Le Chat Integration: Compatible with Le Chat's MCP connector system
Prerequisites
- Python 3.12 or higher
uvpackage manager
Installation
- Clone or download this repository
- Install dependencies using
uv:
Running the Server
Method 1: Direct Python Execution
Run the server directly with Python:
The server will start on http://localhost:8000 and use the streamable-http transport for Le Chat compatibility.
Method 2: Using LocalTunnel for External Access
To expose your local server to the internet (required for Le Chat integration), use lt (LocalTunnel):
- Install LocalTunnel globally:
- In one terminal, start the MCP server:
- In another terminal, expose the server using LocalTunnel:
This will provide you with a public URL like https://legal-bugs-chew.loca.lt that you can use to connect to your MCP server.
Le Chat Integration
To connect this MCP server to Le Chat:
- Start your MCP server using one of the methods above
- If using LocalTunnel, note the provided URL (e.g.,
https://legal-bugs-chew.loca.lt) - In Le Chat, go to the connectors section
- Add a new MCP connector with the URL:
https://your-tunnel-url.loca.lt/mcp - The server will be available for use in Le Chat
Available Tools
invert_word
Reverses the characters in a given word.
Parameters:
word(str): The word to invert
Returns:
str: The inverted word
Example:
count_r_occurences_in_string
Counts the number of 'r' characters in a string.
Parameters:
string(str): The input string to analyze
Returns:
int: The number of 'r' characters found
Example:
Development
This project uses:
- FastMCP: For building the MCP server
- Streamable HTTP: For Le Chat compatibility
- Python 3.12+: For modern Python features
Troubleshooting
- Port already in use: If port 8000 is occupied, you can modify the port in
main.pyand update the LocalTunnel command accordingly - LocalTunnel issues: Make sure LocalTunnel is installed globally and the tunnel URL is accessible
- Le Chat connection: Ensure the MCP endpoint URL includes
/mcpat the end
License
This project is open source and available under the MIT License.
This server cannot be installed
hybrid server
The server is able to function both locally and remotely, depending on the configuration or use case.
Provides basic text manipulation and analysis tools including word reversal and character counting. Designed for integration with Le Chat and other MCP-compatible clients.