#performance

Give your coding agent live production context from HeronSignal: read frontend errors, logs (with structured attributes), sessions, funnels, performance, and health — plus list and resolve error issues, over MCP.

MCP server for DCE (Better Execute) — connects AI agents to EOS execution data: Rocks, Scorecards, V/TO, Level 10 meetings, to-dos, and topics. 13 read/write tools. Works with Claude, Cursor, and other MCP clients.

DBRE-grade SQL analysis inside any MCP client. No connection, no install: paste a query, an EXPLAIN plan, a migration, or an error and get named findings with severity, rationale, and ready-to-run fixes for PostgreSQL and MySQL.

The Finance Toolkit gives AI assistants access to 200+ financial metrics, all calculated transparently from raw financial statements, not pulled from third-party endpoints.

NeuroRank exposes its esports cognitive-combine data over MCP. One free tool returns aggregate cohort stats with no key; two paid tools (get_player_report, get_team_report) return per-player and team scouting reports, gated by an x-api-key tied to a scout or team subscription. Streamable HTTP, stateless. Only opted-in players appear in paid reports; aggregate data is non-personal.

AI-powered website audit for Claude. Analyze any URL across SEO, performance, accessibility, UX, content quality, and 10+ other categories — get a scored report in under 2 minutes. Free tier included (3 audits/day).

让最强 AI 成为你的专属跑步教练。RunYay MCP 支持 AI 分析跑步数据、制定个性化训练计划，并一键同步到 Garmin、COROS 和 Apple Watch等，让科学训练真正落地。 Turn the world's most powerful AI into your personal running coach. RunYay MCP enables AI assistants to analyze running data, generate personalized training plans, and sync workouts directly to Garmin, COROS, and Apple Watch. The first MCP built specifically for runners and AI-powered training.

Query LCP, INP, and CLS field data from real visitors. Three tools: get_metrics, get_timeseries, get_histogram. Filter and group by device, country, page path, browser, OS, and 20+ dimensions. All data is real user monitoring (RUM) at the p75 percentile, the standard Google uses for Core Web Vitals ranking signals.

MCP server for Google Ads, Meta Ads, GA4, TikTok Ads, LinkedIn Ads, Shopify, HubSpot, and 15+ more advertising and marketing platforms. 300+ tools for campaign creation, performance analysis, keyword research, audience management, creative rotation, budget optimization, and CRM workflows. OAuth 2.1 authentication. Every write operation requires explicit user approval before it runs.

Yamaru Hardware Probe gives Claude Desktop and other MCP clients real visibility into your machine. 10 expert tools: full hardware inventory, real-time performance & thermal monitoring, RAM pressure analysis, SMART storage health, antivirus impact diagnostics, and LLM compatibility checks (VRAM fit, quantization prediction). Perfect for AI engineers, developers,vibe coder, gamers, and creators who want grounded answers instead of "it depends on your config". Apache 2.0, privacy-first (auto-anonymization), npm-installable.

Audit any website for its digital carbon footprint. Returns CO2/page, sustainability grade, green hosting status, and recommendations.

EdgeDNS provides a server that exposes 90 domain intelligence tools covering DNS, email security, website security, SEO analysis, tech stack detection, performance, threat intelligence, network diagnostics, compliance, and reporting.

Scan any website for SEO issues from Claude. Returns structured issues with fix prompts you can apply immediately. Checks SEO, performance, accessibility, and AI search visibility (AEO). One command to set up, works in Claude Code and any MCP client.

FeedbackPulse is employee feedback software for growing teams. It helps HR leaders, founders, and managers run engagement surveys, pulse surveys, performance reviews, and peer reviews in one place, then turn results into trends, reports, and clear next actions. It is built for organizations that want fast setup and actionable feedback without buying a full HRIS. FeedbackPulse focuses on employee feedback workflows: measuring sentiment, running review cycles, collecting peer input, protecting trust, and helping managers act on results. It is not payroll, benefits, applicant tracking, time-off, or recruiting software.

MCP server for web intelligence extraction. 52 tools for design system analysis, accessibility auditing, performance profiling, tech stack detection, security scanning, and competitive teardowns — all returned as structured JSON your AI agent can reason about. Works with Claude, Cursor, Windsurf, and any MCP-compatible agent. Login once to MFA-protected sites and extract forever — sessions persist across tool calls. **Tool categories:** - Design Tokens — colors, fonts, spacing, shadows, CSS variables, contrast - Content Extraction — tables, links, metadata, forms, readable body text - Visual Assets — images, SVGs, favicons - Layout Intelligence — flex/grid layout tree, components, breakpoints - Network Intelligence — API schema inference, tech stack detection, third-party script classification - Advanced Intelligence — security headers/CSP, PWA analysis, Web Components, storage audit, AI/ML detection, Canvas/WebGL, i18n, GraphQL, WebAssembly - Accessibility — WCAG contrast, ARIA audit - Performance — Core Web Vitals, resource sizing - Multi-page — site crawl, cross-site diff, temporal change tracking - Workflows — full teardown, pre-launch audit, asset harvest, design system export Credential safety built in — no auto-login, no credentials in chat. Manual login via headed browser, session persists via Playwright profile.

Younanix Memory MCP gives autonomous AI agents access to real-world engineering memory from actual incidents (Slack threads + GitHub issues in Supabase, TRPC, Drizzle, Rails, Node.js etc).Natural language tool: query_lessons (search for problems, root causes, solutions) Structured output: {problem, root_cause, lesson_learned, confidence (80-100%), category, tags} Free preview: 1 query/hour (degraded results) Full access: $0.10 per query via x402/USDC micropayments (permissionless, no API keys needed) 1000+ lessons live, auto-growing from public repos Connect once in Cursor/Claude Desktop/Windsurf → your agent auto-queries high-confidence fixes without hallucinations. Perfect for debugging, performance, security, reliability in real stacks. Site: https://www.younanix.com Let's make agents smarter with battle-tested knowledge! #AIAgents, #MCP ,#Debugging

Captures and monitors AI agent output quality over time. Baseline snapshots, multi-metric drift detection, semantic similarity, trend analysis, and configurable sensitivity.

Performance marketing diagnostics MCP server for Meta Ads. 15 tools for spend leak detection, creative fatigue analysis, audience decay monitoring, benchmarking, and custom SQL queries. Read-only SQLite security by default.

I built this to give my AI assistants the latest information on model performance benchmarks provided by https://artificialanalysis.ai to make informed decisions on model choice.

Connect AI tools with MailerLite to create your very own email assistant. Use it to build email, analyze campaign performance, manage subscribers, and more, all with natural language prompts.

Connect AI tools with MailerLite to create your very own email assistant. Use it to build email, analyze campaign performance, manage subscribers, and more, all with natural language prompts.

A Model Context Protocol (MCP) server that transforms natural-language prompts into focused Perfetto analyses. Quickly explain jank, diagnose ANRs, spot CPU hot threads, uncover lock contention, and find memory leaks – all without writing SQL.

Transform your AI agents into Apple development experts! Apple RAG MCP gives you instant access to official Swift docs, design guidelines, and comprehensive Apple platform knowledge through cutting-edge RAG technology. With professional AI reranking and hybrid search across iOS, macOS, watchOS, tvOS, and visionOS documentation plus Apple Developer YouTube content, you'll get precise, contextual answers every time. Compatible with Cursor, Claude Desktop, and all MCP tools - start building smarter Apple apps today!

Jmeter Demo Using Jmeter MCP Server

The Digma MCP Server uses a dynamic code analysis engine to leverage the data in your APM dashboards (Datadog, Grafana, NewRelic etc.) in order to assist the AI agent during code reviews, code and test generation, fix suggestions, etc. It enables the agent to drive performance improvements and cost reduction. Features: - Highlight risky code in the PR and provide impact visibility - Assess the proposed code based on real performance requirements - Highlight the code areas that would have the most impact when optimized - Automatically identify and fix performance bottlenecks, ineffcient queries, scaling problems and other issues

Goku is an HTTP load testing application written in Rust

The MCP Internet Speed Test is a specialized Model Context Protocol (MCP) server that enables AI models and agents to perform internet speed measurements.

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A Model Context Protocol (MCP) server implementation for running Locust load tests. This server enables seamless integration of Locust load testing capabilities with AI-powered development environments.

✨ JMeter Meets AI Workflows: Introducing the JMeter MCP Server! 🤯

High-performance string search MCP server with automatic CPU core scaling

A MCP server that analyzes web site performance using Playwright and Lighthouse.

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Interact with your crash reporting and real using monitoring data on your Raygun account