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Hardware Probe

Hardware probe for performance diagnostics, thermal monitoring, and LLM optimization.

Connector by yamaru-eu · GitHub account verified by the MCP Registry

IndexedApache-2.0Local (stdio)★ 7
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Install

Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/yamaru-eu-hardware-probe

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Hardware probe for performance diagnostics, thermal monitoring, and LLM optimization.

Reviews

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No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools
10 read · 0 write · 0 delete · 1 not yet classified
Secrets
None asked for
Install scripts
Not scanned yet
Runs as
Node.js package

Tools by what they do 11

Read from the source code; the running server may list different tools.

Read 10 · Look things up without changing anything.

  • analyze_inference_config
  • analyze_local_system
  • analyze_performance
  • analyze_ram_pressure
  • check_llm_compatibility
  • check_storage_health
  • diagnose_antivirus_impact
  • get_inference_expert_knowledge
  • get_llm_recommendations
  • monitor_system_health

Not yet classified 1 · We could not tell from the name and description.

  • thermal_profile

Secrets and settings it asks for

Other settings (environment variables or headers).

  • REMOTE_API_URL

Tools (11)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

  • analyze_inference_config

    Performs a deep scan for LLM inference optimization: GPU details, real memory bandwidth benchmark, ML runtimes (Ollama, Docker, WSL), and environment variables.

  • analyze_local_system

    Reads the hardware specifications of the local machine: CPU, RAM, motherboard and OS. Returns a structured JSON object.

  • analyze_performance

    Provides real-time system performance: CPU load, memory usage, and top processes.

  • analyze_ram_pressure

    Reports current memory pressure: total/used/free/available memory, swap usage, and top processes by RSS.

  • check_llm_compatibility

    (BETA) Checks if a specific LLM model can run on this machine. Returns optimal quantization and estimated tokens per second. Requires remote API connection.

  • check_storage_health

    Reports per-disk health: type (NVMe/SSD/HDD), vendor, temperature, SMART status, and firmware.

  • diagnose_antivirus_impact

    Detects running antivirus/EDR products and reads their exclusion rules. Checks dev hot paths coverage.

  • get_inference_expert_knowledge

    Returns the expert instructions and rules for optimizing LLM inference on this specific hardware. Call this to learn HOW to interpret analyze_inference_config results.

  • get_llm_recommendations

    (BETA) Recommends the best LLM models that can run locally on this machine. Requires remote API connection.

  • monitor_system_health

    Monitors system metrics (CPU load, RAM usage, CPU temperature) over a configurable duration (up to 10 minutes) and returns min/max/avg statistics. Use duration_seconds to set the observation window and interval_seconds to control sampling granularity.

  • thermal_profile

    Reports current CPU and GPU thermal and frequency state: temperature, utilization, and fan speed.

Signals

Stars
7
Forks
1
Open issues
0
Last commit
May 15, 2026 (5 months ago)
Last release
Apr 19, 2026 (6 months ago)

From GitHub (fetched Oct 24, 2026).

Details

Registry name
io.github.yamaru-eu/hardware-probe
Version
1.1.2
Auth
No auth
Packages
npm @yamaru-eu/hardware-probe
License
Apache-2.0
Repository
github.com/yamaru-eu/hardware-probe
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
Official MCP Registrygithub-graphql
Cite this page

Hardware Probe MCP server. Agent Mart. https://agentmart.dev/connectors/yamaru-eu-hardware-probe (last updated 2026-10-24)