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    Model Manager

    mcpkey · package
    io.github.setheerwagen/mcp-modelmanager · v1.0.3
    deploy just this

    Manage your local model machine over MCP: state, model pull/remove, service switch, LoRA training

    run it

    on your own machines, one way per deploy method
    generated from the record, not tested yet
    # once, as root:
    # as_mcp DIR COMMAND...: runs COMMAND as the mcp user in DIR, its home, sandboxed as the
    # units are: a package's install scripts can write to DIR only, as the server later can
    as_mcp() {
      local dir="$1"; shift
      systemd-run --quiet --wait --pipe --collect --uid=mcp --gid=mcp \
        -p WorkingDirectory="$dir" -p Environment=HOME="$dir" -p ReadWritePaths="$dir" \
        -p NoNewPrivileges=true -p ProtectSystem=strict -p ProtectHome=true -p PrivateTmp=true \
        -- "$@" </dev/null
    }
    install -d -m 0750 -o mcp -g mcp /var/lib/mcp/modelmanager
    # modelmanager: its packages, installed whole before its unit starts (no session installs)
    systemctl stop mcp-my-agent-modelmanager.service 2>/dev/null || true
    as_mcp /var/lib/mcp/modelmanager uv tool install mcp-modelmanager==1.0.3
    as_mcp /var/lib/mcp/modelmanager uv tool install mcp-proxy
    
    #!/usr/bin/env bash
    # modelmanager (io.github.setheerwagen/mcp-modelmanager), recipe baremetal (generated).
    # Generated by Hub for toolset "my-agent"; started by mcp-my-agent-modelmanager.service.
    set -euo pipefail
    export HOST=127.0.0.1 PORT=8101
    exec uvx mcp-proxy --host 127.0.0.1 --port 8101 --pass-environment -- uvx mcp-modelmanager==1.0.3
    
    [Unit]
    Description=MCP server modelmanager (toolset my-agent), generated by Hub
    After=network-online.target
    Wants=network-online.target
    
    [Service]
    Type=simple
    User=mcp
    Group=mcp
    EnvironmentFile=/etc/mcp/my-agent.env
    Environment=HOME=/var/lib/mcp/modelmanager
    WorkingDirectory=/var/lib/mcp/modelmanager
    ExecStart=/opt/mcp/my-agent/bin/modelmanager.sh
    Restart=on-failure
    RestartSec=5
    NoNewPrivileges=true
    ProtectSystem=strict
    ProtectHome=true
    PrivateTmp=true
    ReadWritePaths=/var/lib/mcp/modelmanager
    
    [Install]
    WantedBy=multi-user.target
    
    generated from the record, not tested yet
    docker run --rm -p 127.0.0.1:8101:8000 -e MM_VM_HOST -e MM_VM_USER -e MM_CONTAINER_ROOT -e MM_MAX_TIER -e MM_ENABLED_OPERATIONS -e MM_VM2_HOST ghcr.io/astral-sh/uv:python3.12-bookworm-slim sh -c 'uvx mcp-proxy --host 0.0.0.0 --port 8000 --pass-environment -- uvx mcp-modelmanager==1.0.3'
    
    generated from the record, not tested yet
    # Generated by Hub for toolset "my-agent" (2026-10-18T17:30:13+00:00).
    # Each package server runs behind a stdio->HTTP bridge and listens on localhost only.
    #   cp .env.example .env    # fill the ${VAR}s
    #   docker compose up -d && bash smoke.sh
    # Remote servers are not here: clients reach them directly (see clients/).
    name: mcp-my-agent
    services:
      modelmanager:
        image: ghcr.io/astral-sh/uv:python3.12-bookworm-slim
        command:
        - sh
        - -c
        - uvx mcp-proxy --host 0.0.0.0 --port 8000 --pass-environment -- uvx mcp-modelmanager==1.0.3
        ports:
        - 127.0.0.1:8101:8000
        volumes:
        - uv-cache:/root/.cache/uv
        healthcheck:
          test:
          - CMD
          - python3
          - -c
          - import urllib.request; urllib.request.urlopen('http://127.0.0.1:8000/status')
          interval: 30s
          timeout: 5s
          retries: 5
          start_period: 2m
        restart: unless-stopped
        environment:
          MM_VM_HOST: ${MM_VM_HOST}
          MM_VM_USER: ${MM_VM_USER}
          MM_CONTAINER_ROOT: ${MM_CONTAINER_ROOT}
          MM_MAX_TIER: ${MM_MAX_TIER}
          MM_ENABLED_OPERATIONS: ${MM_ENABLED_OPERATIONS}
          MM_VM2_HOST: ${MM_VM2_HOST}
    volumes:
      npm-cache: {}
      uv-cache: {}
    
    generated from the record, not tested yet
    # Generated by Hub for toolset "my-agent" (2026-10-18T17:30:13+00:00).
    #   kubectl create namespace mcp
    #   kubectl -n mcp create secret generic mcp-credentials --from-env-file=.env
    #   kubectl apply -f kubernetes.yaml
    # Services are cluster-internal: <name>.mcp.svc.cluster.local:8000/mcp. Put an ingress
    # with auth in front before exposing any of them.
    apiVersion: v1
    kind: Namespace
    metadata:
      name: mcp
    ---
    apiVersion: apps/v1
    kind: Deployment
    metadata:
      name: modelmanager
      namespace: mcp
      labels: &id001
        app: modelmanager
    spec:
      replicas: 1
      selector:
        matchLabels: *id001
      template:
        metadata:
          labels: *id001
        spec:
          containers:
          - name: modelmanager
            image: ghcr.io/astral-sh/uv:python3.12-bookworm-slim
            ports:
            - containerPort: 8000
              name: http
            env:
            - name: MM_VM_HOST
              valueFrom:
                secretKeyRef:
                  name: mcp-credentials
                  key: MM_VM_HOST
            - name: MM_VM_USER
              valueFrom:
                secretKeyRef:
                  name: mcp-credentials
                  key: MM_VM_USER
            - name: MM_CONTAINER_ROOT
              valueFrom:
                secretKeyRef:
                  name: mcp-credentials
                  key: MM_CONTAINER_ROOT
            - name: MM_MAX_TIER
              valueFrom:
                secretKeyRef:
                  name: mcp-credentials
                  key: MM_MAX_TIER
            - name: MM_ENABLED_OPERATIONS
              valueFrom:
                secretKeyRef:
                  name: mcp-credentials
                  key: MM_ENABLED_OPERATIONS
            - name: MM_VM2_HOST
              valueFrom:
                secretKeyRef:
                  name: mcp-credentials
                  key: MM_VM2_HOST
            args:
            - sh
            - -c
            - uvx mcp-proxy --host 0.0.0.0 --port 8000 --pass-environment -- uvx mcp-modelmanager==1.0.3
            readinessProbe:
              httpGet:
                path: /status
                port: http
              initialDelaySeconds: 10
    ---
    apiVersion: v1
    kind: Service
    metadata:
      name: modelmanager
      namespace: mcp
    spec:
      selector:
        app: modelmanager
      ports:
      - port: 8000
        targetPort: http
        name: http
    
    generated from the record, not tested yet
    # Generated by Hub for toolset "my-agent" (2026-10-18T17:30:13+00:00).
    # Credentials come from the Secret 'mcp-credentials' (kubectl create secret generic ... --from-env-file=.env).
    # Each server under `servers` is one Deployment + Service; the keys after it configure
    # upstream charts a worker verified.
    servers:
      modelmanager:
        enabled: true
        replicas: 1
        port: 8000
        path: /mcp
        container:
          name: modelmanager
          image: ghcr.io/astral-sh/uv:python3.12-bookworm-slim
          ports:
          - containerPort: 8000
            name: http
          env:
          - name: MM_VM_HOST
            valueFrom:
              secretKeyRef:
                name: mcp-credentials
                key: MM_VM_HOST
          - name: MM_VM_USER
            valueFrom:
              secretKeyRef:
                name: mcp-credentials
                key: MM_VM_USER
          - name: MM_CONTAINER_ROOT
            valueFrom:
              secretKeyRef:
                name: mcp-credentials
                key: MM_CONTAINER_ROOT
          - name: MM_MAX_TIER
            valueFrom:
              secretKeyRef:
                name: mcp-credentials
                key: MM_MAX_TIER
          - name: MM_ENABLED_OPERATIONS
            valueFrom:
              secretKeyRef:
                name: mcp-credentials
                key: MM_ENABLED_OPERATIONS
          - name: MM_VM2_HOST
            valueFrom:
              secretKeyRef:
                name: mcp-credentials
                key: MM_VM2_HOST
          args:
          - sh
          - -c
          - uvx mcp-proxy --host 0.0.0.0 --port 8000 --pass-environment -- uvx mcp-modelmanager==1.0.3
          readinessProbe:
            httpGet:
              path: /status
              port: http
            initialDelaySeconds: 10
    
    # helm install my-agent helm/my-agent -n mcp
    

    in the cloud

    one click: the provider's deploy form opens filled in, in your own account
    koyeb

    The form opens with CHANGE_ME for each value you supply: MM_VM_HOST, MM_VM_USER, MM_CONTAINER_ROOT, MM_MAX_TIER, MM_ENABLED_OPERATIONS, MM_VM2_HOST. Fill them in before you deploy.

    Clients connect to the service's https://…koyeb.app address plus /mcp.

    azure

    A Container Apps environment with one app per server, each with HTTPS ingress and one replica. The portal asks for each value you supply as a secure parameter; the deployment's outputs list the endpoints.

    connect to it

    copy what your client needs
    uvx mcp-modelmanager==1.0.3
    # env: MM_VM_HOST, MM_VM_USER, MM_CONTAINER_ROOT, MM_MAX_TIER, MM_ENABLED_OPERATIONS, MM_VM2_HOST
    {
      "mcpServers": {
        "modelmanager": {
          "command": "uvx",
          "args": [
            "mcp-modelmanager==1.0.3"
          ],
          "env": {
            "MM_VM_HOST": "${MM_VM_HOST}",
            "MM_VM_USER": "${MM_VM_USER}",
            "MM_CONTAINER_ROOT": "${MM_CONTAINER_ROOT}",
            "MM_MAX_TIER": "${MM_MAX_TIER}",
            "MM_ENABLED_OPERATIONS": "${MM_ENABLED_OPERATIONS}",
            "MM_VM2_HOST": "${MM_VM2_HOST}"
          }
        }
      }
    }
    #!/usr/bin/env bash
    # Registers every server with Claude Code (run once; `claude mcp list` to check).
    set -euo pipefail
    set -a; [ -f .env ] && source .env; set +a
    claude mcp add modelmanager -e "MM_VM_HOST=${MM_VM_HOST}" -e "MM_VM_USER=${MM_VM_USER}" -e "MM_CONTAINER_ROOT=${MM_CONTAINER_ROOT}" -e "MM_MAX_TIER=${MM_MAX_TIER}" -e "MM_ENABLED_OPERATIONS=${MM_ENABLED_OPERATIONS}" -e "MM_VM2_HOST=${MM_VM2_HOST}" -- uvx mcp-modelmanager==1.0.3
    
    {
      "mcpServers": {
        "modelmanager": {
          "command": "uvx",
          "args": [
            "mcp-modelmanager==1.0.3"
          ],
          "env": {
            "MM_VM_HOST": "${MM_VM_HOST}",
            "MM_VM_USER": "${MM_VM_USER}",
            "MM_CONTAINER_ROOT": "${MM_CONTAINER_ROOT}",
            "MM_MAX_TIER": "${MM_MAX_TIER}",
            "MM_ENABLED_OPERATIONS": "${MM_ENABLED_OPERATIONS}",
            "MM_VM2_HOST": "${MM_VM2_HOST}"
          }
        }
      }
    }
    {
      "servers": {
        "modelmanager": {
          "type": "stdio",
          "command": "uvx",
          "args": [
            "mcp-modelmanager==1.0.3"
          ],
          "env": {
            "MM_VM_HOST": "${MM_VM_HOST}",
            "MM_VM_USER": "${MM_VM_USER}",
            "MM_CONTAINER_ROOT": "${MM_CONTAINER_ROOT}",
            "MM_MAX_TIER": "${MM_MAX_TIER}",
            "MM_ENABLED_OPERATIONS": "${MM_ENABLED_OPERATIONS}",
            "MM_VM2_HOST": "${MM_VM2_HOST}"
          }
        }
      }
    }
    name: my-agent
    target: local
    servers:
    - hub: io.github.setheerwagen/mcp-modelmanager
    
    • not probed yet: tools unpinned, ingest lists them

    tools

    Not probed yetThe tools appear once the hub or its worker has listed this entry. Running it still works: your client lists them on first start.