MCP Server Ollama
M

MCP Server Ollama

A Model Control Protocol server designed for Claude Desktop to communicate with the Ollama LLM server
2.5 points
14.2K

What is MCP Server for Ollama?

MCP Server is a bridge service that allows the Claude Desktop application to connect to a locally running Ollama large language model server. It uses the Model Control Protocol to establish communication between the two.

How to use MCP Server?

After installation and configuration, MCP Server runs in the background and automatically handles the communication between Claude Desktop and Ollama. Users only need to select the Ollama model in Claude Desktop.

Use cases

Suitable for users who want to use local Ollama models in Claude Desktop, or for scenarios where local LLM models are used in a network - free environment.

Main features

Seamless integration
Enable Claude Desktop to natively support local Ollama models
Simple configuration
Complete the setup through a JSON configuration file
Local operation
All data processing is completed locally to ensure privacy and security
Advantages
Use a powerful local LLM without a network connection
Protect sensitive data from being transmitted externally
Freely choose different Ollama models
Limitations
Require local installation and operation of the Ollama service
Performance depends on the local hardware configuration
Do not support all functions of the Claude cloud model

How to use

Clone the repository
Get the source code of MCP Server
Configure the environment
Copy and edit the.env configuration file
Install dependencies
Install the libraries required for Python to run
Configure Claude Desktop
Edit the claude_desktop_config.json file and specify the MCP Server path

Usage examples

Local document processing
Use the local Ollama model in Claude Desktop to process sensitive documents
Offline programming assistant
Use the local model as a programming assistant when there is no network connection

Frequently Asked Questions

Do I need to install Ollama first?
Which Ollama models are supported?
How to confirm that MCP Server is running normally?

Related resources

Ollama official website
The official website of the Ollama project
Claude Desktop
Claude Desktop application information
GitHub repository
The source code of MCP Server

Installation

Copy the following command to your Client for configuration
{
  "mcpServers": {
    "ollama-server": {
      "command": "python",
      "args": ["-m", "src.mcp_server.server"],
      "env": {
        "PYTHONPATH": "path-to-mcp-server"
      }
    }
  }
}
Note: Your key is sensitive information, do not share it with anyone.

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