M

MCP Server Ollama

A Model Control Protocol server designed for Claude Desktop to communicate with the Ollama LLM server
2.5 points
9

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 integrationEnable Claude Desktop to natively support local Ollama models
Simple configurationComplete the setup through a JSON configuration file
Local operationAll data processing is completed locally to ensure privacy and security

Advantages and limitations

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 processingUse the local Ollama model in Claude Desktop to process sensitive documents
Offline programming assistantUse 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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