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    dbgprobe-mcp-server

    mcpkey · package
    io.github.es617/dbgprobe-mcp-server · v0.1.4
    deploy just this

    Let AI agents interact with debug probes — connect, flash, read/write memory, and reset.

    run it

    on your own machines, one way per deploy method
    generated from the record, not tested yet
    #!/usr/bin/env bash
# dbgprobe (io.github.es617/dbgprobe-mcp-server), recipe baremetal (generated).
# Generated by Hub for toolset "my-agent"; started by mcp-my-agent-dbgprobe.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 dbgprobe-mcp-server==0.1.4

[Unit]
Description=MCP server dbgprobe (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/dbgprobe
WorkingDirectory=/var/lib/mcp/dbgprobe
ExecStart=/opt/mcp/my-agent/bin/dbgprobe.sh
Restart=on-failure
RestartSec=5
NoNewPrivileges=true
ProtectSystem=strict
ProtectHome=true
PrivateTmp=true
ReadWritePaths=/var/lib/mcp/dbgprobe

[Install]
WantedBy=multi-user.target
    generated from the record, not tested yet
    docker run --rm -p 127.0.0.1:8101:8000 -e DBGPROBE_BACKEND -e DBGPROBE_MCP_LOG_LEVEL -e DBGPROBE_JLINK_PATH -e DBGPROBE_JLINK_GDBSERVER_PATH -e DBGPROBE_JLINK_DEVICE -e DBGPROBE_INTERFACE -e DBGPROBE_SPEED_KHZ -e DBGPROBE_MCP_PLUGINS -e DBGPROBE_MCP_TOOL_SEPARATOR ghcr.io/astral-sh/uv:python3.12-bookworm-slim sh -c 'uvx mcp-proxy --host 0.0.0.0 --port 8000 --pass-environment -- uvx dbgprobe-mcp-server==0.1.4'
    generated from the record, not tested yet
    # Generated by Hub for toolset "my-agent" (2026-10-17T23:55:47+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:
  dbgprobe:
    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 dbgprobe-mcp-server==0.1.4
    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:
      DBGPROBE_BACKEND: ${DBGPROBE_BACKEND}
      DBGPROBE_MCP_LOG_LEVEL: ${DBGPROBE_MCP_LOG_LEVEL}
      DBGPROBE_JLINK_PATH: ${DBGPROBE_JLINK_PATH}
      DBGPROBE_JLINK_GDBSERVER_PATH: ${DBGPROBE_JLINK_GDBSERVER_PATH}
      DBGPROBE_JLINK_DEVICE: ${DBGPROBE_JLINK_DEVICE}
      DBGPROBE_INTERFACE: ${DBGPROBE_INTERFACE}
      DBGPROBE_SPEED_KHZ: ${DBGPROBE_SPEED_KHZ}
      DBGPROBE_MCP_PLUGINS: ${DBGPROBE_MCP_PLUGINS}
      DBGPROBE_MCP_TOOL_SEPARATOR: ${DBGPROBE_MCP_TOOL_SEPARATOR}
volumes:
  npm-cache: {}
  uv-cache: {}
    generated from the record, not tested yet
    # Generated by Hub for toolset "my-agent" (2026-10-17T23:55:47+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: dbgprobe
  namespace: mcp
  labels: &id001
    app: dbgprobe
spec:
  replicas: 1
  selector:
    matchLabels: *id001
  template:
    metadata:
      labels: *id001
    spec:
      containers:
      - name: dbgprobe
        image: ghcr.io/astral-sh/uv:python3.12-bookworm-slim
        ports:
        - containerPort: 8000
          name: http
        env:
        - name: DBGPROBE_BACKEND
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: DBGPROBE_BACKEND
        - name: DBGPROBE_MCP_LOG_LEVEL
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: DBGPROBE_MCP_LOG_LEVEL
        - name: DBGPROBE_JLINK_PATH
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: DBGPROBE_JLINK_PATH
        - name: DBGPROBE_JLINK_GDBSERVER_PATH
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: DBGPROBE_JLINK_GDBSERVER_PATH
        - name: DBGPROBE_JLINK_DEVICE
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: DBGPROBE_JLINK_DEVICE
        - name: DBGPROBE_INTERFACE
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: DBGPROBE_INTERFACE
        - name: DBGPROBE_SPEED_KHZ
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: DBGPROBE_SPEED_KHZ
        - name: DBGPROBE_MCP_PLUGINS
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: DBGPROBE_MCP_PLUGINS
        - name: DBGPROBE_MCP_TOOL_SEPARATOR
          valueFrom:
            secretKeyRef:
              name: mcp-credentials
              key: DBGPROBE_MCP_TOOL_SEPARATOR
        command:
        - sh
        - -c
        - uvx mcp-proxy --host 0.0.0.0 --port 8000 --pass-environment -- uvx dbgprobe-mcp-server==0.1.4
        readinessProbe:
          httpGet:
            path: /status
            port: http
          initialDelaySeconds: 10
---
apiVersion: v1
kind: Service
metadata:
  name: dbgprobe
  namespace: mcp
spec:
  selector:
    app: dbgprobe
  ports:
  - port: 8000
    targetPort: http
    name: http
    generated from the record, not tested yet
    # Generated by Hub for toolset "my-agent" (2026-10-17T23:55:47+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:
  dbgprobe:
    enabled: true
    replicas: 1
    port: 8000
    path: /mcp
    container:
      name: dbgprobe
      image: ghcr.io/astral-sh/uv:python3.12-bookworm-slim
      ports:
      - containerPort: 8000
        name: http
      env:
      - name: DBGPROBE_BACKEND
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: DBGPROBE_BACKEND
      - name: DBGPROBE_MCP_LOG_LEVEL
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: DBGPROBE_MCP_LOG_LEVEL
      - name: DBGPROBE_JLINK_PATH
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: DBGPROBE_JLINK_PATH
      - name: DBGPROBE_JLINK_GDBSERVER_PATH
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: DBGPROBE_JLINK_GDBSERVER_PATH
      - name: DBGPROBE_JLINK_DEVICE
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: DBGPROBE_JLINK_DEVICE
      - name: DBGPROBE_INTERFACE
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: DBGPROBE_INTERFACE
      - name: DBGPROBE_SPEED_KHZ
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: DBGPROBE_SPEED_KHZ
      - name: DBGPROBE_MCP_PLUGINS
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: DBGPROBE_MCP_PLUGINS
      - name: DBGPROBE_MCP_TOOL_SEPARATOR
        valueFrom:
          secretKeyRef:
            name: mcp-credentials
            key: DBGPROBE_MCP_TOOL_SEPARATOR
      command:
      - sh
      - -c
      - uvx mcp-proxy --host 0.0.0.0 --port 8000 --pass-environment -- uvx dbgprobe-mcp-server==0.1.4
      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
    deploy to koyeb

    The form opens with CHANGE_ME for each value you supply: DBGPROBE_BACKEND, DBGPROBE_MCP_LOG_LEVEL, DBGPROBE_JLINK_PATH, DBGPROBE_JLINK_GDBSERVER_PATH, DBGPROBE_JLINK_DEVICE, DBGPROBE_INTERFACE, DBGPROBE_SPEED_KHZ, DBGPROBE_MCP_PLUGINS, DBGPROBE_MCP_TOOL_SEPARATOR. Fill them in before you deploy.

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

    azure
    deploy to azuretemplate

    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 dbgprobe-mcp-server==0.1.4
# env: DBGPROBE_BACKEND, DBGPROBE_MCP_LOG_LEVEL, DBGPROBE_JLINK_PATH, DBGPROBE_JLINK_GDBSERVER_PATH, DBGPROBE_JLINK_DEVICE, DBGPROBE_INTERFACE, DBGPROBE_SPEED_KHZ, DBGPROBE_MCP_PLUGINS, DBGPROBE_MCP_TOOL_SEPARATOR
    {
  "mcpServers": {
    "dbgprobe": {
      "command": "uvx",
      "args": [
        "dbgprobe-mcp-server==0.1.4"
      ],
      "env": {
        "DBGPROBE_BACKEND": "${DBGPROBE_BACKEND}",
        "DBGPROBE_MCP_LOG_LEVEL": "${DBGPROBE_MCP_LOG_LEVEL}",
        "DBGPROBE_JLINK_PATH": "${DBGPROBE_JLINK_PATH}",
        "DBGPROBE_JLINK_GDBSERVER_PATH": "${DBGPROBE_JLINK_GDBSERVER_PATH}",
        "DBGPROBE_JLINK_DEVICE": "${DBGPROBE_JLINK_DEVICE}",
        "DBGPROBE_INTERFACE": "${DBGPROBE_INTERFACE}",
        "DBGPROBE_SPEED_KHZ": "${DBGPROBE_SPEED_KHZ}",
        "DBGPROBE_MCP_PLUGINS": "${DBGPROBE_MCP_PLUGINS}",
        "DBGPROBE_MCP_TOOL_SEPARATOR": "${DBGPROBE_MCP_TOOL_SEPARATOR}"
      }
    }
  }
}
    #!/usr/bin/env bash
# Registers every server with Claude Code (run once; `claude mcp list` to check).
set -euo pipefail
set -a; [ -f .env ] && source .env; set +a
claude mcp add dbgprobe -e "DBGPROBE_BACKEND=${DBGPROBE_BACKEND}" -e "DBGPROBE_MCP_LOG_LEVEL=${DBGPROBE_MCP_LOG_LEVEL}" -e "DBGPROBE_JLINK_PATH=${DBGPROBE_JLINK_PATH}" -e "DBGPROBE_JLINK_GDBSERVER_PATH=${DBGPROBE_JLINK_GDBSERVER_PATH}" -e "DBGPROBE_JLINK_DEVICE=${DBGPROBE_JLINK_DEVICE}" -e "DBGPROBE_INTERFACE=${DBGPROBE_INTERFACE}" -e "DBGPROBE_SPEED_KHZ=${DBGPROBE_SPEED_KHZ}" -e "DBGPROBE_MCP_PLUGINS=${DBGPROBE_MCP_PLUGINS}" -e "DBGPROBE_MCP_TOOL_SEPARATOR=${DBGPROBE_MCP_TOOL_SEPARATOR}" -- uvx dbgprobe-mcp-server==0.1.4

    {
  "mcpServers": {
    "dbgprobe": {
      "command": "uvx",
      "args": [
        "dbgprobe-mcp-server==0.1.4"
      ],
      "env": {
        "DBGPROBE_BACKEND": "${DBGPROBE_BACKEND}",
        "DBGPROBE_MCP_LOG_LEVEL": "${DBGPROBE_MCP_LOG_LEVEL}",
        "DBGPROBE_JLINK_PATH": "${DBGPROBE_JLINK_PATH}",
        "DBGPROBE_JLINK_GDBSERVER_PATH": "${DBGPROBE_JLINK_GDBSERVER_PATH}",
        "DBGPROBE_JLINK_DEVICE": "${DBGPROBE_JLINK_DEVICE}",
        "DBGPROBE_INTERFACE": "${DBGPROBE_INTERFACE}",
        "DBGPROBE_SPEED_KHZ": "${DBGPROBE_SPEED_KHZ}",
        "DBGPROBE_MCP_PLUGINS": "${DBGPROBE_MCP_PLUGINS}",
        "DBGPROBE_MCP_TOOL_SEPARATOR": "${DBGPROBE_MCP_TOOL_SEPARATOR}"
      }
    }
  }
}
    {
  "servers": {
    "dbgprobe": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "dbgprobe-mcp-server==0.1.4"
      ],
      "env": {
        "DBGPROBE_BACKEND": "${DBGPROBE_BACKEND}",
        "DBGPROBE_MCP_LOG_LEVEL": "${DBGPROBE_MCP_LOG_LEVEL}",
        "DBGPROBE_JLINK_PATH": "${DBGPROBE_JLINK_PATH}",
        "DBGPROBE_JLINK_GDBSERVER_PATH": "${DBGPROBE_JLINK_GDBSERVER_PATH}",
        "DBGPROBE_JLINK_DEVICE": "${DBGPROBE_JLINK_DEVICE}",
        "DBGPROBE_INTERFACE": "${DBGPROBE_INTERFACE}",
        "DBGPROBE_SPEED_KHZ": "${DBGPROBE_SPEED_KHZ}",
        "DBGPROBE_MCP_PLUGINS": "${DBGPROBE_MCP_PLUGINS}",
        "DBGPROBE_MCP_TOOL_SEPARATOR": "${DBGPROBE_MCP_TOOL_SEPARATOR}"
      }
    }
  }
}
    name: my-agent
target: local
servers:
- hub: io.github.es617/dbgprobe-mcp-server
    • 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.