SolidAI / ML

uniprof

io.github.indragiek/uniprof · v0.3.3

Universal CPU profiler designed for humans and AI agents

Gecko Rating
60
Solid
GitHub Stars
409
as of 2026-11-14
Transport
Stdio
v0.3.3
Last Update
2026-04-09

Ready-to-paste config for every major MCP client

claude mcp add uniprof -- npx io.github.indragiek/uniprof # or uvx io.github.indragiek/uniprof for Python
Stdio transport · runs the server as a local subprocess.Claude Code docs

50-499 stars · mature enough to trust in a real workflow.

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uniprof · Gecko Rating
[![uniprof · Gecko Rating](https://benchgecko.ai/badge/mcp/uniprof.svg)](https://benchgecko.ai/mcp/uniprof)
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What is uniprof?

uniprof is an MCP (Model Context Protocol) server in the AI / ML category. Universal CPU profiler designed for humans and AI agents

How is uniprof rated?

BenchGecko rates uniprof Solid on the Gecko Rating ladder (60/100). 50-499 stars · mature enough to trust in a real workflow. The underlying GitHub repository has 409 stars.

How do I install uniprof?

uniprof supports Claude Code, Cursor, Windsurf, and VS Code. Each client needs a different config format · BenchGecko shows ready-to-paste snippets for all four above. Stdio servers run locally via npx; streamable-http and SSE servers connect over the network.

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