Claude Code Token Saver

by csabakecskemeti

512 downloads

Not rated

GitHub

About

The MCP server allows users to utilize user-defined and/or local LLMs in Clause Code to handle smaller, straightforward tasks and save tokens.

Details

Author: csabakecskemeti
Downloads: 512
Categories: Developer Tools, AI

Setting up with Highlight

This MCP is not yet compatible with Highlight’s one-click setup. However, you can still use it with Highlight by following these steps:

Download and install Highlight from highlightai.com/download
Navigate to the plugins tab and select "Add Custom Plugin"
Configure the plugin with the settings below

Plugin Name Claude Code Token Saver

Command (node, npx, python, etc.)

Please refer to the README for specific instructions on how to obtain API keys or other required environment variables.
Enable "Start Automatically" if you want the plugin to start when Highlight launches

Setting up with Cursor

Open Cursor's settings
Navigate to the MCP section
Click "Add new Global MCP server"
Copy and paste the configuration below based on your operating system

JSON

{
    "mcpServers": {
        "claude code token saver": {
            "cc-token-saver": {
                "type": "stdio",
                "command": "python",
                "args": [
                    "<path>/cc_token_saver_mcp/server.py"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "claude code token saver": {
            "cc-token-saver": {
                "type": "stdio",
                "command": "python",
                "args": [
                    "<path>/cc_token_saver_mcp/server.py"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "claude code token saver": {
            "cc-token-saver": {
                "type": "stdio",
                "command": "python",
                "args": [
                    "<path>/cc_token_saver_mcp/server.py"
                ]
            }
        }
    }
}

Setting up with Claude Desktop

Open Claude Desktop's settings
Go to the Integrations tab
Click "Add MCP Server"
Use the configuration below based on your operating system

Note: Make sure Claude Desktop is running before attempting to connect.

JSON

{
    "mcpServers": {
        "claude code token saver": {
            "cc-token-saver": {
                "type": "stdio",
                "command": "python",
                "args": [
                    "<path>/cc_token_saver_mcp/server.py"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "claude code token saver": {
            "cc-token-saver": {
                "type": "stdio",
                "command": "python",
                "args": [
                    "<path>/cc_token_saver_mcp/server.py"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "claude code token saver": {
            "cc-token-saver": {
                "type": "stdio",
                "command": "python",
                "args": [
                    "<path>/cc_token_saver_mcp/server.py"
                ]
            }
        }
    }
}

Setting up with Windsurf

Open Windsurf's preferences
Go to the Integrations section
Click "Add MCP Integration"
Use the configuration below based on your operating system

JSON

{
    "mcpServers": {
        "claude code token saver": {
            "cc-token-saver": {
                "type": "stdio",
                "command": "python",
                "args": [
                    "<path>/cc_token_saver_mcp/server.py"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "claude code token saver": {
            "cc-token-saver": {
                "type": "stdio",
                "command": "python",
                "args": [
                    "<path>/cc_token_saver_mcp/server.py"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "claude code token saver": {
            "cc-token-saver": {
                "type": "stdio",
                "command": "python",
                "args": [
                    "<path>/cc_token_saver_mcp/server.py"
                ]
            }
        }
    }
}

Setting up with Cline

Open Cline's settings
Navigate to the Integrations section
Click "Add MCP Server"
Copy and paste the configuration below based on your operating system

Note: Make sure to restart Cline after adding the configuration.

JSON

{
    "mcpServers": {
        "claude code token saver": {
            "cc-token-saver": {
                "type": "stdio",
                "command": "python",
                "args": [
                    "<path>/cc_token_saver_mcp/server.py"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "claude code token saver": {
            "cc-token-saver": {
                "type": "stdio",
                "command": "python",
                "args": [
                    "<path>/cc_token_saver_mcp/server.py"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "claude code token saver": {
            "cc-token-saver": {
                "type": "stdio",
                "command": "python",
                "args": [
                    "<path>/cc_token_saver_mcp/server.py"
                ]
            }
        }
    }
}

Setting up with Goose

Open Goose's preferences
Go to the Integrations tab
Select "MCP Servers"
Click "Add New Server"
Use the configuration below based on your operating system

JSON

{
    "mcpServers": {
        "claude code token saver": {
            "cc-token-saver": {
                "type": "stdio",
                "command": "python",
                "args": [
                    "<path>/cc_token_saver_mcp/server.py"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "claude code token saver": {
            "cc-token-saver": {
                "type": "stdio",
                "command": "python",
                "args": [
                    "<path>/cc_token_saver_mcp/server.py"
                ]
            }
        }
    }
}

JSON

{
    "mcpServers": {
        "claude code token saver": {
            "cc-token-saver": {
                "type": "stdio",
                "command": "python",
                "args": [
                    "<path>/cc_token_saver_mcp/server.py"
                ]
            }
        }
    }
}

From the repository

Set up the MCP server and configure Claude Code to use it. Claude Code automatically tries the local LLM first for simple tasks; you invoke the server’s tools (e.g., query_local_llm) through standard MCP tool calls. No special commands beyond normal MCP configuration are required.

Claude Desktop / Cursor

Paste into your MCP client config file to install this server.

{
    "mcpServers": {
        "claude code token saver": {
            "cc-token-saver": {
                "type": "stdio",
                "command": "python",
                "args": [
                    "<path>/cc_token_saver_mcp/server.py"
                ]
            }
        }
    }
}

McpServers

{
    "cc-token-saver": {
        "type": "stdio",
        "command": "python",
        "args": [
            "<path>/cc_token_saver_mcp/server.py"
        ]
    }
}

Allow Claude code to use local llm for smaller tasks to save token or for specialized task.

Reduce your Claude Code tokens with ‘CC token saver’ MCP server that intelligently delegates simple tasks to your local LLM while keeping Claude Code for complex coordination and architecture decisions.

The MCP server exposes your local LLM as tools that Claude Code can use for:

- Code snippet generation
- Simple refactoring tasks
- Documentation writing
- Code reviews
- Basic Q&A Claude Code automatically tries the local LLM first for simple tasks, only using premium tokens when necessary for complex reasoning and multi-step workflows.

# Local LLM Configuration OPENAI_API_KEY=none OPENAI_BASE_URL=http://localhost:1234/v1 LOCAL_MODEL_NAME=qwen2.5-7b-instruct LOCAL_LLM_TEMPERATURE=0.7 LOCAL_LLM_MAX_TOKENS=-1

"mcpServers": { "cc-token-saver": { "type": "stdio", "command": "python", "args": [ "<path>/cc_token_saver_mcp/server.py" ] } },

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Claude Code Token Saver

About

Details

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Setting up with Highlight

Setting up with Cursor

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Setting up with Claude Desktop

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Setting up with Windsurf

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Setting up with Cline

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Setting up with Goose

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From the repository

Claude Desktop / Cursor

McpServers

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About

Details

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Setting up with Highlight

From the repository

Claude Desktop / Cursor

McpServers

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