LocalFree

Model Manager MCP server

setheerwagen/local-ai-mcp-servers

Bridge to a locally running Ollama or vLLM instance for pure language processing (writing, summarizing, classifying, structured extraction), without giving the calling agent tools or file access. pip install mcp-ollama-vllm

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Source code

Install Model Manager in Claude Code

PyPI (uv)

Claude Code
claude mcp add model-manager -e MM_VM_HOST=... -e MM_VM_USER=... -e MM_CONTAINER_ROOT=... -- uvx mcp-modelmanager
mcp.json (Claude Desktop, Cursor, VS Code, Windsurf)
{
  "mcpServers": {
    "model-manager": {
      "command": "uvx",
      "args": [
        "mcp-modelmanager"
      ],
      "env": {
        "MM_VM_HOST": "...",
        "MM_VM_USER": "...",
        "MM_CONTAINER_ROOT": "..."
      }
    }
  }
}

PyPI (uv)

Claude Code
claude mcp add model-manager -- uvx mcp-ollama-vllm
mcp.json (Claude Desktop, Cursor, VS Code, Windsurf)
{
  "mcpServers": {
    "model-manager": {
      "command": "uvx",
      "args": [
        "mcp-ollama-vllm"
      ]
    }
  }
}

Replace each ... with your own value.

Frequently asked questions

What does the Model Manager MCP server do?

Bridge to a locally running Ollama or vLLM instance for pure language processing (writing, summarizing, classifying, structured extraction), without giving the calling agent tools or file access. pip install mcp-ollama-vllm

Is the Model Manager MCP server free?

Yes, most likely. Open source and no paid account or API key is mentioned in the listing. Check the provider for current pricing.

Does Model Manager run locally or remotely?

Local. Runs on your machine (stdio). You install it with npx, uvx, Docker or from source.

How do I add Model Manager to Claude Code?

Run: claude mcp add model-manager -e MM_VM_HOST=... -e MM_VM_USER=... -e MM_CONTAINER_ROOT=... -- uvx mcp-modelmanager

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