Universal CPU profiler designed for humans and AI agents
Universal CPU profiler designed for humans and AI agents. Exposed over MCP by the uniprof mcp server, that capability becomes something an assistant can invoke while it works, not something you go and do afterwards.
uniprof simplifies CPU profiling for humans and AI agents. Profile any application without code changes or added dependencies.
Everything the assistant can do here goes through one of these:
Platform — ProfilerNode.js — 0xRuby — rbspyPHP — ExcimerJVM — async-profilerBEAM — perfCompiler — DWARF Debug Infogcc — gcc -g -o myapp main.cclang — clang -g -o myapp main.cppswift — swiftc -g main.swiftcargo — cargo build (debug mode) cargo build --release + [profile.release] debug = truezig — zig build-exe -O Debug main.zigInstallation goes through your MCP client rather than a global install: point it at uniprof on npm and it is fetched when the client starts. The copy-paste blocks for Claude Desktop, Claude Code and Cursor are further down this page.
Among the developer tooling options, the useful question is rarely "what can it do" but "what does it cost you to run" — permissions, credentials, and how much of your context its toolset consumes. Uniprof's toolset — Platform, Node.js, Ruby and 10 more — is a fair guide to whether it matches your workflow. It is maintained by indragiek; worth a glance at recent repository activity before you build anything load-bearing on it.
This entry was verified against Uniprof's own documentation before publication; SyncDev keeps the directory reviewed rather than auto-generated.
| Tool | What it does |
|---|---|
| Platform | Profiler |
| Node.js | [0x](https://github.com/davidmarkclements/0x) |
| Ruby | [rbspy](https://github.com/rbspy/rbspy) |
| PHP | [Excimer](https://github.com/wikimedia/mediawiki-php-excimer) |
| JVM | [async-profiler](https://github.com/async-profiler/async-profiler) |
| BEAM | [perf](https://perf.wiki.kernel.org) |
| Compiler | DWARF Debug Info |
| gcc | gcc -g -o myapp main.c |
| clang | clang -g -o myapp main.cpp |
| swift | swiftc -g main.swift |
| cargo | cargo build (debug mode) cargo build --release + [profile.release] debug = true |
| zig | zig build-exe -O Debug main.zig |
| ghc | ghc -g -rtsopts main.hs |
{
"mcpServers": {
"uniprof": {
"command": "npx",
"args": ["-y", "uniprof"]
}
}
}Add to claude_desktop_config.json, then restart Claude Desktop.
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