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MCP servers tagged performance

81 live MCP servers tagged "performance", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with performance.

81
live servers
42
avg trust
1.9K
most stars
1

Hotpath Rs

pawurb

Rust profiler for CPU, memory, SQL, HTTP, and async performance, with Prometheus and Grafana support.

★ 1.9Kupdated 2 days agoMIT
92
2

Goku

jcaromiq

Goku is an HTTP load testing application written in Rust

★ 148updated 17 days agoMIT
77
3

Bzm MCP

Blazemeter

Official BlazeMeter MCP Server for AI-driven performance testing

★ 26updated 12 days agoApache-2.0
75
4

Mcpbench

modelscope

The evaluation benchmark on MCP servers

★ 252updated a year agoApache-2.0
74
5

Scout Apm Python

scoutapp

ScoutAPM Python Agent. Supports Django, Flask, and many other frameworks.

★ 77updated 5 days agoMIT
72
6

Compute Kit

tapava

Web workers.. but better!

★ 64updated 8 months agoMIT
69
7

Turso Cloud

spences10

🚀 MCP Turso Cloud - Fork melhorado com sync inteligente, gestão de documentação e ferramentas avançadas (do context-engineering-intro)

★ 18updated yesterdayMIT
67
8

Processhacker MCP

illegal-instruction-co

your ai debugger, vibe hacking tool

★ 51updated 7 months agoMIT
66
9

Pgtune

Pgtune - tuning PostgreSQL config by your hardware

64
10

Claude Code Rust

🚀 Rust 全量重构的 Claude Code - 性能提升 2.5x,体积减少 97% | High-performance Rust implementation of Claude Code with 2.5x faster startup and 97% smaller binary

64
11

Memlab

A framework for finding JavaScript memory leaks and analyzing heap snapshots

64
12

Musea MCP Server

blazing fast Vue.js toolchain. compiler, linter, type checker, formatter, lsp, story system, editors. already 30k+ tests.

★ 906updated 22 hours ago
62
13

Feather Wand Agent

QAInsights

Feather Wand Agent is a comprehensive AI-powered toolkit for performance testing and monitoring. It integrates multiple industry-standard performance testing tools (JMeter, k6, Ga…

★ 13updated a year agoMIT
60
14

musea-server

git+ubugeeei

Unofficial High-Performance Vue.js Toolchain in Rust

59
15

Pgbot

In-database observability for PostgreSQL: one read-only static binary reads pg_stat views, prints a findings-first health report with deltas, tuning and pg_stat_io storage-latency…

59
16

Webrtcperf

WebRTC performance and quality evaluation tool.

52
17

Inference Gateway

An open-source, cloud-native, high-performance gateway unifying multiple LLM providers, from local solutions like Ollama to major cloud providers such as OpenAI, Groq, Cohere, Ant…

52
18

Debug Log Analyzer

Salesforce Apex debug log analyzer for VS Code - blazing-fast: flame charts, SOQL/DML, Apex insights & more

52
19

Rustdsh

jimoto-no-llm

Fast Rust launcher for DeepSeek Harness, with clear Claude Code/Codex migration, model setup and lightweight local tools

★ 68updated 9 days ago
44
20

Zclean

AI coding runtime hygiene for Codex, Claude Code, Cursor, Windsurf, MCP servers, and safe workspace caches. Try: npx z-clean audit

44
21

React Debugger Extension

hoainho

React debugging in Chrome DevTools: a 5-view panel (Dashboard/Profiler/State/Effects/Settings) with render+memory profiling, issue detectors, a Redux inspector, AI analysis, and a…

★ 27updated 3 months ago
39
22

PerfGraph

Be1zebub

CDP-powered perf CLI: goes beyond Lighthouse scores, builds causal degradation graphs. Tells you why it's slow, not just that it is.

★ 12updated 2 months ago
39
23

PerfAgent Unity

MothCyan

Unity Editor performance profiling agent: captures frames, produces rule-based findings with evidence chains and one-click fix plans, optional LLM and MCP integration

★ 12
39
24

clockwork

git+fridzema

MCP server for Laravel Clockwork - debug and analyze Laravel applications with AI assistance. Query performance, N+1 detection, cache analysis, and more.

★ 4
39
25

Ronykit

API Framework supporting REST and RPC.

39
26

Nereid

Create and explore Mermaid diagrams in collaboration with AI agents (TUI + MCP Server)

39
27

Raymon

Ray logging TUI and MCP Server

39
28

Ultraship

Ultraship — Claude Code plugin. 32 expert-level skills for building, shipping, and scaling production software. 29 audit tools (security, code quality, bundle size, SEO/GEO/AEO) c…

39
29

Abi

ABI Agent + WDBX Database: A high-speed, fully optimized AI and ML training stack developed in Zig 0.16.0-dev, offering exceptional performance and reliability.

39
30

Hono Telescope

Laravel Telescope-style debugging for Hono — plus an MCP server so your AI agent can read the app's live requests, exceptions and queries

39
31

Server Pagespeed

A Model Context Protocol server for Google PageSpeed Insights

37
32

Slope

Quantified sprint metrics for AI-assisted development. Scorecards, handicap tracking, and real-time agent guidance for Claude Code, Cursor, Windsurf, Cline, and OpenCode.

37
33

Karukia

KARUKIA MCP Server v3.0 — AI-powered development methodology with 26 tools, 19 skills, 1797+ checkpoints across 11 audit dimensions. Works with any AI platform via MCP protocol.

37
34

Redis Diagnostics

MCP server for Redis diagnostics — analyze memory usage, slowlog, client connections, and keyspace health with AI-powered recommendations

37
35

Bc Code Intelligence

BC Code Intelligence MCP Server - Complete Specialist Bundle with AI-driven expert consultation, seamless handoffs, and context-preserving workflows

37
36

Why Did You Render

MCP server that receives why-did-you-render reports from the browser and exposes them as tools for AI coding agents to diagnose React performance issues

37
37

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.

37
38

System Stats

Model Context Protocol (MCP) server for local system statistics, CPU, RAM, Disk, GPU, and process monitoring.

37
39

Relay MCP

Relay - open-source AI agent latency auditor. A local MCP server + CLI that finds, verifies, and fixes latency bottlenecks in AI agent and voice-agent codebases. No API key, no ba…

★ 2
34
40

Skeepto

Stephane-76

Professional spreadsheet: C++20 engine compiled to WebAssembly, React UI, same binary in the browser and Node.js. Self-hosted.

★ 2updated 9 days ago
34
41

Bundleradar

sonuKumar03

Fast bundle analysis, optimization advisor, dependency tracer, and CI budget tool for Angular esbuild

★ 2updated 2 days ago
34
42

Chatgpt Delagger

throwingogo-hub

Make long ChatGPT conversations lighter by reversibly hiding old turns and heavy tool UI. Privacy-first, zero dependencies.

★ 2updated 2 months ago
34
43

Claude Code Build Ios Apps

spokvulcan

Claude Code plugin to build, refine, and debug iOS apps — App Intents, SwiftUI, iOS 26 Liquid Glass, ETTrace/memgraph profiling, and XcodeBuildMCP simulator workflows. Ported from…

★ 1
34
44

Project R Score

brendadeeznuts1111

A comprehensive development ecosystem featuring enterprise-grade tools, automation frameworks, and performance optimization utilities built with Bun and TypeScript.

★ 1
34
45

Gpu Perf Tune

cfregly

Agent Skills and an MCP server for GPU performance profiling, benchmarking, optimization, and reporting, with an inference focus.

★ 1updated 2 months ago
34
46

Cereyan

sercanatalik

Orchestration for Python data pipelines, without the platform. A fast Rust core drives flows, schedules, backfills, retries, and a live UI. Agentic-ready: MCP tools, agent-attribu…

★ 1
34
47

Instruments MCP Server

MCP server for Xcode Instruments — AI agents get structured performance profiling (CPU, SwiftUI, memory, hitches) instead of raw xctrace XML

34
48

20i MCP

🚀 The first and only Model Context Protocol (MCP) server for 20i web hosting services. Transform your hosting management with AI-powered automation through Claude, ChatGPT, and…

34
49

Pyhdb Rs

SAP HANA meets modern Python. Rust-powered driver with zero-copy Arrow, native Polars/pandas support, async pooling. Includes MCP server for AI assistants.

34
50

Wrapper Rs

Lightweight universal MCP wrapper in Rust. Reduces memory from ~100MB to ~2MB per server.

34
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