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MCP servers tagged profiling
25 live MCP servers tagged "profiling", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with profiling.
Scout Apm Python
ScoutAPM Python Agent. Supports Django, Flask, and many other frameworks.
Gospy
Non-Invasive goroutine inspector
Voyager
Erlang and Elixir runtime inspector - observe and debug running BEAM nodes, with MCP support
Voyager
Erlang and Elixir runtime inspector - observe and debug running BEAM nodes, with MCP support
Austin Vscode
Austin extension for Visual Studio Code
Ue Trace
MCP server for LLM-driven Unreal Engine .utrace profiling. Wraps the headless TraceDigest UE Program and manages a long-lived daemon per trace.
Net Android Debugger Profiler
Debugger and profiler for .NET for Android apps (MonoVM, .NET MAUI) — driven by AI agents via MCP, editors via DAP, or a standalone Windows GUI. Breakpoints, CPU sampling, heap sn…
Perflens
Real-time Linux perf profiling in your browser. A tiny static C agent streams perf data from any ARM or x86 Linux device, big-endian included, and a Python server renders live fla…
Hl7fhirgen
Generate, validate, and explain FHIR resources against any StructureDefinition profile — plus an NPHIES pack for pre-submission claim checking, an MCP server & Claude Code plugin,…
Hotpath
Profile llama.cpp-family GPU inference, run controlled experiments, and compare results with evidence labels. CLI, MCP server and Agent Skill.
Instruments MCP Server
MCP server for Xcode Instruments — AI agents get structured performance profiling (CPU, SwiftUI, memory, hitches) instead of raw xctrace XML
tooluse-labs/perfetto-mcp-rs
client tested on Claude Code and Codex. Available via `cargo install`, Homebrew tap, and curl install script.
Metrognome
The autonomous performance engineer for React Native — a Claude Code plugin: propose → measure → keep/revert loop, 3D Perf Map, per-repo perf memory.
Jvmlens
LLM-ready JVM profiler — turns a JFR recording into a compact, source-attributed hot-path & allocation summary that AI coding agents can act on. In-process agent, MCP server, and…
Serenedash
A live terminal dashboard for a SereneDB server: storage, memory, sessions, per-thread CPU and a perf-backed profile, cheap enough to leave open.
Apple Instruments MCP
MCP server for profiling Apple platform apps with xctrace/Instruments
Deinitive
iOS simulator memory profiling in two commands, with an MCP server for AI coding agents.
Stella Incident Profiler
Open-source JavaFX desktop and MCP-enabled incident profiler for AWS-hosted Java web applications using JFR, OpenTelemetry, CloudWatch, ALB logs, and Aurora metrics.
Obs Unified
Self-hosted observability for agentic debugging: traces, logs, replay, AI cost, Agent Action Graphs, MCP, profiles, and usage analytics in one evidence graph.
Cryostat MCP
Model Context Protocol (MCP) for connecting Cryostat to Large Language Models (LLMs)
Dotnet Diagnostics
On-demand .NET runtime diagnostics for live CoreCLR apps — no code changes. Ships an MCP server (let an LLM drive the investigation), a standalone CLI, and a BenchmarkDotNet diagn…
Flameox
Runtime evidence that helps agents trace, profile, and burn down hotspots in application and native code, GPU kernels, and inference stacks.
Flameox
Runtime evidence that helps agents trace, profile, and burn down hotspots in application and native code, GPU kernels, and inference stacks.
Flameox
Runtime evidence that helps agents trace, profile, and burn down hotspots in application and native code, GPU kernels, and inference stacks.
Flameox
Runtime evidence that helps agents trace, profile, and burn down hotspots in application and native code, GPU kernels, and inference stacks.