All Use Cases

Claude Code setups for performance

Profile, benchmark, and optimize with Claude Code. Skills, agents, and plugins that surface bottlenecks and guide real improvements — not guesswork. Includes hooks that guard against bundle-size and query-time regressions on every commit.

146 items across skills, agents, plugins, MCP servers, prompts, hooks, and guides.

Example prompts

Concrete things you can type into Claude Code for performance. Each example uses a real skill, agent, slash command, hook, or MCP server listed below.

  1. Benchmark before refactoring a hot path
    Use the perf-benchmark skill to measure src/lib/render.ts and save baseline numbers to bench/baseline.json.
  2. Profile a slow Postgres query
    Use the sql-optimizer skill with the Postgres MCP server to EXPLAIN ANALYZE the orders dashboard query and propose an index.
  3. Guard against bundle-size regressions
    Enable the bundle-size-check hook with a 5% budget on the main entry chunk.
  4. Eliminate unnecessary React re-renders
    Use the performance-optimizer agent to find re-renders in src/components/Dashboard and propose memoization.
SQL Query Optimizer
Analyze slow SQL queries, explain the execution plan, and suggest indexes or rewrites to make them fast
sqldatabaseperformancequery-optimization+3
Context Engineering Kit
Advanced context engineering techniques and patterns with minimal token footprint for efficient Claude Code sessions
contextoptimizationefficiencytokens
Performance Benchmark
Profile and benchmark code performance, identify bottlenecks, and suggest optimizations with before/after measurements
performancebenchmarkingprofilingoptimization
Skill Creator
Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's des…
performance
Revenue Operations
Analyzes sales pipeline health, revenue forecasting accuracy, and go-to-market efficiency metrics for SaaS revenue optimization. Use when analyzing sales pipeline coverage, forecasting revenue, evaluating go-to-market performance, reviewing sales metrics, assessing pipeline anal…
goperformancerag
Chro Advisor
People leadership for scaling companies. Hiring strategy, compensation design, org structure, culture, and retention. Use when building hiring plans, designing comp frameworks, restructuring teams, managing performance, building culture, or when user mentions CHRO, HR, people st…
performancerest
Senior Frontend
Frontend development skill for React, Next.js, TypeScript, and Tailwind CSS applications. Use when building React components, optimizing Next.js performance, analyzing bundle sizes, scaffolding frontend projects, implementing accessibility, or reviewing frontend code quality.
typescriptreactperformanceai
Senior Ml Engineer
ML engineering skill for productionizing models, building MLOps pipelines, and integrating LLMs. Covers model deployment, feature stores, drift monitoring, RAG systems, and cost optimization. Use when the user asks about deploying ML models to production, setting up MLOps infras…
kubernetesdockerperformancedeployment+5
Docker Development
Docker and container development agent skill and plugin for Dockerfile optimization, docker-compose orchestration, multi-stage builds, and container security hardening. Use when: user wants to optimize a Dockerfile, create or improve docker-compose configurations, implement mult…
dockersecurityperformanceai+1
Performance Profiler
Performance Profiler
performance
Sql Database Assistant
Use when the user asks to write SQL queries, optimize database performance, generate migrations, explore database schemas, or work with ORMs like Prisma, Drizzle, TypeORM, or SQLAlchemy.
performance
Campaign Analytics
Analyzes campaign performance with multi-touch attribution, funnel conversion analysis, and ROI calculation for marketing optimization. Use when analyzing marketing campaigns, ad performance, attribution models, conversion rates, or calculating marketing ROI, ROAS, CPA, and camp…
performanceai
Social Media Analyzer
Social media campaign analysis and performance tracking. Calculates engagement rates, ROI, and benchmarks across platforms. Use for analyzing social media performance, calculating engagement rate, measuring campaign ROI, comparing platform metrics, or benchmarking against indust…
performanceai
Social Media Manager
When the user wants to develop social media strategy, plan content calendars, manage community engagement, or grow their social presence across platforms. Also use when the user mentions 'social media strategy,' 'social calendar,' 'community management,' 'social media plan,' 'gr…
performance
Landing Page Generator
Generates high-converting landing pages as complete Next.js/React (TSX) components with Tailwind CSS. Creates hero sections, feature grids, pricing tables, FAQ accordions, testimonial blocks, and CTA sections using proven copy frameworks (PAS, AIDA, BAB). Outputs SEO meta tags, …
reactperformanceai
Quality Manager Qmr
Senior Quality Manager Responsible Person (QMR) for HealthTech and MedTech companies. Provides quality system governance, management review leadership, regulatory compliance oversight, and quality performance monitoring per ISO 13485 Clause 5.5.2.
goperformancemonitoring
Api Response Optimization
Optimizes API performance through payload reduction, caching strategies, and compression techniques. Use when improving API response times, reducing bandwidth usage, or implementing efficient caching.
performanceapi
Chrome Devtools
Browser automation with Puppeteer CLI scripts. Use for screenshots, performance analysis, network monitoring, web scraping, form automation, or encountering JavaScript debugging, browser automation errors.
javascriptperformancemonitoringbrowser+3
Cloudflare Workers Multi Lang
Multi-language Workers development with Rust, Python, and WebAssembly. Use when building Workers in languages other than JavaScript/TypeScript, or when integrating WASM modules for performance-critical code.
pythontypescriptjavascriptrust+2
Cloudflare Workers Performance
Cloudflare Workers performance optimization with CPU, memory, caching, bundle size. Use for slow workers, high latency, cold starts, or encountering CPU limits, memory issues, timeout errors.
cloudflareperformance
Graphql Implementation
Builds GraphQL APIs with schema design, resolvers, error handling, and performance optimization using Apollo or Graphene. Use when creating flexible query APIs, migrating from REST, or implementing real-time subscriptions.
performanceapigraphqlrest
Image Optimization
Optimizes images for web performance using modern formats, responsive techniques, and lazy loading strategies. Use when improving page load times, implementing responsive images, or preparing assets for production deployment.
performancedeployment
Mobile App Debugging
Mobile app debugging for iOS, Android, cross-platform frameworks. Use for crashes, memory leaks, performance issues, network problems, or encountering Xcode instruments, Android Profiler, React Native debugger, native bridge errors.
reactperformance
Mobile App Testing
Mobile app testing with unit tests, UI automation, performance testing. Use for test infrastructure, E2E tests, testing standards, or encountering test framework setup, device farms, flaky tests, platform-specific test errors.
testingperformanceautomation
Nuxt Production
| Nuxt 4 production optimization: hydration, performance, testing with Vitest, deployment to Cloudflare/Vercel/Netlify, and v4 migration. Use when: debugging hydration mismatches, optimizing performance and Core Web Vitals, writing tests with Vitest, deploying to Cloudflare Page…
vercelcloudflaretestingperformance+1
React Best Practices
React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching,…
reactvercelperformance
React Native Skills
React Native and Expo best practices for building performant mobile apps. Use when building React Native components, optimizing list performance, implementing animations, or working with native modules. Triggers on tasks involving React Native, Expo, mobile performance, or nativ…
reactperformanceapi
Supabase Postgres Best Practices
Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs, or database configurations.
postgresperformance
Sveltia Cms
Sveltia CMS Git-backed content management (Decap/Netlify CMS successor). 5x smaller bundle (300 KB), GraphQL performance, solves 260+ issues. Use for static sites (Hugo, Jekyll, 11ty, Gatsby, Astro, Next.js), blogs, docs, i18n, or encountering OAuth errors, TOML/YAML issues, COR…
goperformancegraphql
Performance Lighthouse Runner
Manage performance lighthouse runner operations. Auto-activating skill for Frontend Development. Triggers on: performance lighthouse runner, performance lighthouse runner Part of the Frontend Development skill category. Use when working with performance lighthouse runner functio…
goperformance
Apdex Score Calculator
Calculate apdex score calculator operations. Auto-activating skill for Performance Testing. Triggers on: apdex score calculator, apdex score calculator Part of the Performance Testing skill category. Use when working with apdex score calculator functionality. Trigger with phrase…
gotestingperformance
Artillery Config Generator
Generate artillery config generator operations. Auto-activating skill for Performance Testing. Triggers on: artillery config generator, artillery config generator Part of the Performance Testing skill category. Use when configuring systems or services. Trigger with phrases like …
gotestingperformance
Benchmark Suite Creator
Create benchmark suite creator operations. Auto-activating skill for Performance Testing. Triggers on: benchmark suite creator, benchmark suite creator Part of the Performance Testing skill category. Use when working with benchmark suite creator functionality. Trigger with phras…
gotestingperformance
Bottleneck Identifier
Execute bottleneck identifier operations. Auto-activating skill for Performance Testing. Triggers on: bottleneck identifier, bottleneck identifier Part of the Performance Testing skill category. Use when working with bottleneck identifier functionality. Trigger with phrases like…
gotestingperformance
Connection Pool Analyzer
Analyze connection pool analyzer operations. Auto-activating skill for Performance Testing. Triggers on: connection pool analyzer, connection pool analyzer Part of the Performance Testing skill category. Use when analyzing or auditing connection pool analyzer. Trigger with phras…
gotestingperformance
Cpu Profiler Config
Configure cpu profiler config operations. Auto-activating skill for Performance Testing. Triggers on: cpu profiler config, cpu profiler config Part of the Performance Testing skill category. Use when configuring systems or services. Trigger with phrases like "cpu profiler config…
gotestingperformance
Database Query Profiler
Profile database query profiler operations. Auto-activating skill for Performance Testing. Triggers on: database query profiler, database query profiler Part of the Performance Testing skill category. Use when working with database query profiler functionality. Trigger with phra…
gotestingperformance
Flame Graph Generator
Generate flame graph generator operations. Auto-activating skill for Performance Testing. Triggers on: flame graph generator, flame graph generator Part of the Performance Testing skill category. Use when working with flame graph generator functionality. Trigger with phrases lik…
gotestingperformance
Gatling Scenario Creator
Create gatling scenario creator operations. Auto-activating skill for Performance Testing. Triggers on: gatling scenario creator, gatling scenario creator Part of the Performance Testing skill category. Use when working with gatling scenario creator functionality. Trigger with p…
gotestingperformance
Gc Log Analyzer
Analyze gc log analyzer operations. Auto-activating skill for Performance Testing. Triggers on: gc log analyzer, gc log analyzer Part of the Performance Testing skill category. Use when analyzing or auditing gc log analyzer. Trigger with phrases like "gc log analyzer", "gc analy…
gotestingperformance
Heap Dump Analyzer
Analyze heap dump analyzer operations. Auto-activating skill for Performance Testing. Triggers on: heap dump analyzer, heap dump analyzer Part of the Performance Testing skill category. Use when analyzing or auditing heap dump analyzer. Trigger with phrases like "heap dump analy…
gotestingperformance
Jmeter Test Plan Creator
Create jmeter test plan creator operations. Auto-activating skill for Performance Testing. Triggers on: jmeter test plan creator, jmeter test plan creator Part of the Performance Testing skill category. Use when writing or running tests. Trigger with phrases like "jmeter test pl…
gotestingperformance
K6 Script Generator
Generate k6 script generator operations. Auto-activating skill for Performance Testing. Triggers on: k6 script generator, k6 script generator Part of the Performance Testing skill category. Use when working with k6 script generator functionality. Trigger with phrases like "k6 sc…
gotestingperformance
Load Test Scenario Planner
Plan load test scenario planner operations. Auto-activating skill for Performance Testing. Triggers on: load test scenario planner, load test scenario planner Part of the Performance Testing skill category. Use when writing or running tests. Trigger with phrases like "load test …
gotestingperformance
Locust Test Creator
Create locust test creator operations. Auto-activating skill for Performance Testing. Triggers on: locust test creator, locust test creator Part of the Performance Testing skill category. Use when writing or running tests. Trigger with phrases like "locust test creator", "locust…
gotestingperformance
Memory Profiler Setup
Configure memory profiler setup operations. Auto-activating skill for Performance Testing. Triggers on: memory profiler setup, memory profiler setup Part of the Performance Testing skill category. Use when working with memory profiler setup functionality. Trigger with phrases li…
gotestingperformance
Network Latency Tester
Test network latency tester operations. Auto-activating skill for Performance Testing. Triggers on: network latency tester, network latency tester Part of the Performance Testing skill category. Use when writing or running tests. Trigger with phrases like "network latency tester…
gotestingperformance
Percentile Analyzer
Analyze percentile analyzer operations. Auto-activating skill for Performance Testing. Triggers on: percentile analyzer, percentile analyzer Part of the Performance Testing skill category. Use when analyzing or auditing percentile analyzer. Trigger with phrases like "percentile …
gotestingperformance
Performance Baseline Creator
Create performance baseline creator operations. Auto-activating skill for Performance Testing. Triggers on: performance baseline creator, performance baseline creator Part of the Performance Testing skill category. Use when working with performance baseline creator functionality…
gotestingperformance
Response Time Analyzer
Analyze response time analyzer operations. Auto-activating skill for Performance Testing. Triggers on: response time analyzer, response time analyzer Part of the Performance Testing skill category. Use when analyzing or auditing response time analyzer. Trigger with phrases like …
gotestingperformance
Soak Test Planner
Plan soak test planner operations. Auto-activating skill for Performance Testing. Triggers on: soak test planner, soak test planner Part of the Performance Testing skill category. Use when writing or running tests. Trigger with phrases like "soak test planner", "soak planner", "…
gotestingperformance
Spike Test Setup
Configure spike test setup operations. Auto-activating skill for Performance Testing. Triggers on: spike test setup, spike test setup Part of the Performance Testing skill category. Use when writing or running tests. Trigger with phrases like "spike test setup", "spike setup", "…
gotestingperformance
Stress Test Config
Configure stress test config operations. Auto-activating skill for Performance Testing. Triggers on: stress test config, stress test config Part of the Performance Testing skill category. Use when writing or running tests. Trigger with phrases like "stress test config", "stress …
gotestingperformance
Thread Dump Analyzer
Analyze thread dump analyzer operations. Auto-activating skill for Performance Testing. Triggers on: thread dump analyzer, thread dump analyzer Part of the Performance Testing skill category. Use when analyzing or auditing thread dump analyzer. Trigger with phrases like "thread …
gotestingperformance
Throughput Calculator
Calculate throughput calculator operations. Auto-activating skill for Performance Testing. Triggers on: throughput calculator, throughput calculator Part of the Performance Testing skill category. Use when working with throughput calculator functionality. Trigger with phrases li…
gotestingperformance
Code Review
Code review with principal-engineer-level depth. Reviews for correctness, performance, security, maintainability, and architecture. Use when completing tasks, reviewing PRs, or before merging.
securityperformanceai
Compete
Competitive X-Ray — analyze any competitor URL vs your site. Use when user wants to compare their site against a competitor, benchmark performance, or understand competitive positioning.
performanceai
Perf Audit
Run Lighthouse performance audit with auto-fix for common issues. Use when user wants to check or improve site performance.
performance

Plugins (63)

Browse all plugins
Chrome DevTools
Chrome browser testing and performance analysis using Chrome DevTools Protocol (CDP). 27 professional-grade tools for web testing, performance measurement, accessibility validation, and browser automation.
testingbrowserperformanceaccessibility+1
Performance Profiler
Profile and optimize code performance with bundle analysis, runtime benchmarking, memory leak detection, and actionable improvement suggestions
performanceprofilingoptimizationbundle-size+1
Azure Cosmos Db Assistant
Expert assistant for Azure Cosmos DB — data modeling, query optimization, performance tuning, and best practices.
databaseazureperformance
Chrome Devtools Mcp
Control and inspect a live Chrome browser from your coding agent. Record performance traces, analyze network requests, check console messages with source-mapped stack traces, and automate browser actions with Puppeteer.
developmentperformancebrowseragent
Qdrant Skills
Agent skills for Qdrant vector search covering scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, and Java.
databasepythontypescriptrust+5
Skill Creator
Create new skills, improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, update or optimize an existing skill, run evals to test a skill, or benchmark skill performance with variance analysis.
developmentperformance
Alerting Rule Creator
Create intelligent alerting rules for performance monitoring
performancemonitoring
Apm Dashboard Creator
Create Application Performance Monitoring dashboards
performancemonitoring
Application Profiler
Profile application performance with CPU, memory, and execution time analysis
performance
Bottleneck Detector
Detect and resolve performance bottlenecks
performance
Cache Performance Optimizer
Optimize caching strategies for improved performance
performance
Capacity Planning Analyzer
Analyze and plan for capacity requirements
performance
Cpu Usage Monitor
Monitor and analyze CPU usage patterns in applications
performance
Database Connection Pooler
Implement and optimize database connection pooling for improved performance and resource management
databaseperformance
Database Query Profiler
Profile and optimize database queries for performance
performance
Distributed Tracing Setup
Set up distributed tracing for microservices
performance
Error Rate Monitor
Monitor and analyze application error rates
performance
Infrastructure Metrics Collector
Collect comprehensive infrastructure performance metrics
performance
Load Test Runner
Create and execute load tests for performance validation
performance
Log Analysis Tool
Analyze logs for performance insights and issues
performance
Memory Leak Detector
Detect memory leaks and analyze memory usage patterns
performance
Metrics Aggregator
Aggregate and centralize performance metrics
performance
Network Latency Analyzer
Analyze network latency and optimize request patterns
performance
Performance Budget Validator
Validate application against performance budgets
performanceai
Performance Optimization Advisor
Get comprehensive performance optimization recommendations
performance
Performance Regression Detector
Detect performance regressions in CI/CD pipeline
performance
Performance Test Suite
Load testing and performance benchmarking with metrics analysis and bottleneck identification
testingperformance
Code Cleanup
Comprehensive codebase cleanup across 11 quality dimensions — dead code, duplication, weak types, circular deps, defensive cruft, legacy code, AI slop, type consolidation, security, performance, and async patterns. Confidence scoring and build verification gates.
testingsecurityperformanceai
Query Performance Analyzer
Analyze query performance with EXPLAIN plan interpretation, bottleneck identification, and optimization recommendations
databaseperformanceai
Real User Monitoring
Implement Real User Monitoring for actual performance data
performancemonitoring
Resource Usage Tracker
Track and optimize resource usage across the stack
performance
Response Time Tracker
Track and optimize application response times
performance
Sla Sli Tracker
Track SLAs, SLIs, and SLOs for service reliability
performance
Sql Query Optimizer
Analyze and optimize SQL queries for better performance, suggesting indexes, query rewrites, and execution plan improvements
databaseperformance
Synthetic Monitoring Setup
Set up synthetic monitoring for proactive performance tracking
performancemonitoring
Throughput Analyzer
Analyze and optimize system throughput
performance
Trading Strategy Backtester
Backtest trading strategies with historical data, performance metrics, and risk analysis
cryptoperformance
Axiom
Battle-tested Claude Code skills for modern xOS (iOS, iPadOS, watchOS, tvOS) development - 13 production-ready skills covering debugging, concurrency, persistence, UI, and performance
skill-enhancersperformance
Vercel Pack
Complete Vercel integration skill pack with 30 skills covering deployments, edge functions, preview environments, performance optimization, and production operations. Flagship+ tier vendor pack.
saas-packsvercelperformancedeployment
Sentry Pack
Complete Sentry integration skill pack with 30 skills covering error monitoring, performance tracking, session replay, and observability. Flagship+ tier vendor pack.
saas-packsperformancemonitoring
Full Stack Orchestration
End-to-end feature orchestration with testing, security, performance, and deployment
workflowssecuritytestingperformance+1
Application Performance
Application profiling, performance optimization, and observability for frontend and backend systems
performance
Database Cloud Optimization
Database query optimization, cloud cost optimization, and scalability improvements
performance
Performance Testing Review
Performance analysis, test coverage review, and AI-powered code quality assessment
qualitytestingperformanceai+1
Systems Programming
Systems programming with Rust, Go, C, and C++ for performance-critical and low-level development
languagesrustgoperformance
Julia Development
Modern Julia development with Julia 1.10+, package management, scientific computing, high-performance numerical code, and production best practices
languagesperformance
Perf
Performance analysis and optimization
devopsperformance
Parseltongue
Python development suite: testing, performance optimization, async patterns, and packaging guidance
pythontestingperformance
Api Response Optimization
Optimizes API performance through payload reduction, caching strategies, and compression techniques. Use when improving API response times, reducing bandwidth usage, or implementing efficient caching.
apiperformance
Cloudflare Workers
Comprehensive Cloudflare Workers platform guide covering runtime APIs, testing (Vitest), CI/CD, observability, framework integration, performance, security, and migration. Use for Workers development, deployment, debugging, or optimization.
cloudflaresecuritytestingperformance+2
Graphql Implementation
Builds GraphQL APIs with schema design, resolvers, error handling, and performance optimization using Apollo or Graphene. Use when creating flexible query APIs, migrating from REST, or implementing real-time subscriptions.
apiperformancegraphqlrest
Image Optimization
Optimizes images for web performance using modern formats, responsive techniques, and lazy loading strategies. Use when improving page load times, implementing responsive images, or preparing assets for production deployment.
webperformancedeployment
Mobile App Debugging
Mobile app debugging for iOS, Android, cross-platform frameworks. Use for crashes, memory leaks, performance issues, network problems, or encountering Xcode instruments, Android Profiler, React Native debugger, native bridge errors.
mobilereactperformance
Mobile App Testing
Mobile app testing with unit tests, UI automation, performance testing. Use for test infrastructure, E2E tests, testing standards, or encountering test framework setup, device farms, flaky tests, platform-specific test errors.
mobiletestingperformanceautomation
Nuxt V4
Comprehensive Nuxt 4 development with 4 focused skills (core, data, server, production), 3 diagnostic agents (debugger, migration, performance), and interactive setup wizard. Use when: building Nuxt 4 applications, implementing SSR patterns, creating composables, server routes, …
frontendperformanceagent
Nuxt V5
Comprehensive Nuxt 5 development with 4 focused skills (core, data, server, production), 3 diagnostic agents (debugger, migration, performance), and interactive setup wizard. Use when: building Nuxt 5 applications, implementing SSR patterns, creating composables, server routes, …
frontendperformanceagent
React Best Practices
React and Next.js performance optimization guidelines from Vercel Engineering. Use when writing/reviewing/refactoring React code for optimal performance. Covers async patterns, bundle optimization, server/client components, re-render optimization.
frontendreactvercelperformance
React Native Skills
React Native and Expo best practices for building performant mobile apps. Use when building React Native components, optimizing list performance, implementing animations, or working with native modules.
frontendreactperformance
Supabase Postgres Best Practices
Postgres performance optimization and best practices from Supabase. 30 rules across 8 categories prioritized by impact.
toolinggopostgresperformance
Sveltia Cms
Sveltia CMS Git-backed content management (Decap/Netlify CMS successor). 5x smaller bundle (300 KB), GraphQL performance, solves 260+ issues. Use for static sites (Hugo, Jekyll, 11ty, Gatsby, Astro, Next.js), blogs, docs, i18n, or encountering OAuth errors, TOML/YAML issues, COR…
cmsgoperformancegraphql
Turborepo
Turborepo high-performance monorepo build system. Use for monorepo setup, build optimization, task pipelines, caching strategies, or multi-package orchestration.
toolingperformance
Web Performance Audit
Web performance audits with Core Web Vitals, bottleneck identification, optimization recommendations. Use for page load times, performance reviews, UX optimization, or encountering LCP, FID, CLS issues, resource blocking, render delays.
webperformance
Web Performance Optimization
Optimizes web application performance through code splitting, lazy loading, caching strategies, and Core Web Vitals monitoring. Use when improving page load times, implementing service workers, or reducing bundle sizes.
webperformancemonitoring

MCP Servers (17)

Browse all MCP servers
Any Cli
Universal MCP server that transforms any CLI tool into an MCP server. Works with any CLI that has `--help` output, supports caching for performance.
coding-agentsperformance
Winx Code Agent
A high-performance Rust reimplementation of WCGW for code agents, providing shell execution and advanced file management capabilities for LLMs via MCP.
coding-agentsrustperformancellm+1
Postgres
All-in-one MCP server for Postgres development and operations, with tools for performance analysis, tuning, and health checks
databasespostgresperformance
Db
A high-performance multi-database MCP server built with Golang, supporting MySQL & PostgreSQL (NoSQL coming soon). Includes built-in tools for query execution, transaction management, schema exploration, query building, and performance analysis, with seamless Cursor integration …
databasesgopostgresmysql+1
Pgtuner
provides AI-powered PostgreSQL performance tuning capabilities.
databasespostgresperformanceai
Mac Monitor
Identifies resource-intensive processes on macOS and provides performance improvement suggestions.
developer-toolsperformance
Spreadsheet
High-performance, token-efficient spreadsheet analysis/editing (xlsx/xlsm) with region detection, structured reads, formula/style inspection, forking mechanics, and recalculation. Cross-platform.
developer-toolsperformance
Jmeter
JMeter MCP Server for performance testing
developer-toolstestingperformance
K6
Grafana k6 MCP Server for performance testing
developer-toolstestingperformance
Locust
Locust MCP Server for performance testing
developer-toolstestingperformance
Dexpaprika
Coinpaprika's DexPaprika MCP server exposes high-performance [DexPaprika API](https://docs.dexpaprika.com) covering 20+ chains and 5M+ tokens with real time pricing, liquidity pool data & historical OHLCV data, providing AI agents standardized access to comprehensive market data…
finance-fintechperformanceapiai+1
Persona Sessions
Enable AI assistants to conduct structured, persona-driven sessions including interview preparation, personal reflection, and coaching conversations. Built-in timer management and performance evaluation tools.
knowledge-memoryperformanceai
Tiktok Ads
A Model Context Protocol server for TikTok Ads API integration, enabling AI assistants to manage campaigns, analyze performance metrics, handle audiences and creatives with OAuth authentication flow.
marketingperformanceapiai
Meta Ads
Meta Ads automation that just works. Trusted by 10,000+ businesses to analyze performance, test creatives, optimize spend, and scale results — simply and reliably.
marketingrustperformanceautomation
Sentry
Sentry.io integration for error tracking and performance monitoring
monitoringperformance
Internet Speed Test
Internet speed testing with network performance metrics including download/upload speed, latency, jitter analysis, and CDN server detection with geographic mapping
monitoringtestingperformance
Stocky
An MCP server for searching and downloading royalty-free stock photography from Pexels and Unsplash. Features multi-provider search, rich metadata, pagination support, and async performance for AI assistants to find and access high-quality images.
search-data-extractionperformanceai

How-To Guides (1)

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