gpu-mcp
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
Instructions
Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.
This server publishes no instructions, or was last inspected before Glama recorded them.
Capabilities
Features and capabilities supported by this server
Protocol revision2025-11-25
| Capability | Details |
|---|---|
| tools | {} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| probe_gpuA | Read live NVIDIA GPU telemetry (nvidia-smi) on the local machine. |
| compile_kernelB | Compile a CUDA matmul kernel with nvcc (via MSVC vcvars). |
| run_kernelB | Run a previously compiled CUDA kernel on the local GPU. |
| rust_build_wasmB | Compile a Rust crate to wasm32-unknown-unknown (local). |
| rust_run_wasmA | Run a .wasm via wasmtime if present; else report capability. |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
TDQS
Scored across 5 tools
The GPU tools (compile_kernel, run_kernel, probe_gpu) are distinct from the Rust/WASM tools (rust_build_wasm, rust_run_wasm), but the mixing of two unrelated domains under the 'gpu-mcp' name creates confusion about which tool to use for a given task.
All tools follow a verb_noun pattern (e.g., compile_kernel, probe_gpu), but the Rust tools include a 'rust_' prefix while the GPU tools do not, introducing a minor inconsistency.
With only 5 tools, the number is well-suited for a focused MCP server. Each tool serves a specific purpose without unnecessary redundancy.
The GPU toolset covers compilation, execution, and monitoring, but lacks features like device management or memory operations. The Rust/WASM subset is minimal and feels like an afterthought, leaving both domains incomplete.