A system monitoring tool that exposes system metrics via the Model Context Protocol (MCP). This tool allows LLMs to retrieve real-time system information through an MCP-compatible interface.（support C
Read-only MCP server to help gather metrics from [Swarmia](swarmia.com) for quick reporting.
AI-powered code refactor engine with 80+ MCP tools for code analysis, hotspot detection, complexity metrics, persistent memory, and automated refactoring plans.
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.
Enables tools to interact with Amazon Advertising, analyzing campaign metrics and configurations.
Unofficial FortiMonitor v2 API integration with 241 tools for server monitoring, outages, maintenance, metrics, notifications, and more.
Internet speed testing with network performance metrics including download/upload speed, latency, jitter analysis, and CDN server detection with geographic mapping
Roslyn-based MCP server with 22 semantic code intelligence tools for .NET. Type hierarchies, call graphs, DI registrations, diagnostics, code fixes, complexity metrics, and more. Sub-millisecond looku
MCP server that gives AI agents structured, ground-truth GitHub repository intelligence. Analyze tech stack, dependencies, architecture, health metrics, and security indicators with deterministic JSON
Provide secure and detailed analysis of your BingX trading data through a specialized AI agent. Fetch historical trades, analyze trading performance with key metrics like win rate and P&L, and test AP
Calculate and analyze financial metrics efficiently with this tool. Simplify complex finance calculations and gain insights quickly. Enhance your financial decision-making with accurate and easy-to-us
Provide AI assistants with powerful SEO research capabilities by accessing keyword data, domain analysis, backlink information, and traffic metrics. Enable comprehensive keyword research and competiti
Manage Apache Ambari clusters effortlessly. Start, stop, and restart services; monitor health and alerts; and query Ambari Metrics with exact identifiers. Inspect and update configurations, track requ
Discover top contributors by file, branch, or PR area to route reviews and clarify ownership. Assess pull requests with impact metrics to surface risky changes and long-tail hotspots. Visualize reposi
Access comprehensive market data to research stocks, companies, indexes, ETFs, crypto, forex, and macroeconomics. Retrieve real-time quotes, financial statements, ratios, technical indicators, news, S
AI Constraint Engine with AI Patch Firewall. 42 MCP tools. Patch Gateway (ALLOW/WARN/BLOCK verdicts), diff-native review (10 scored signals, hard escalation rules), Spec Compiler, Code Graph, Typed co
This tool is a cutting-edge memory engine that blends real-time learning, persistent three-tier context awareness, and seamless LLM integration to continuously evolve and enrich your AI’s intelligen
Retrieve real-time weather information effortlessly for any city. Get accurate weather updates using a simple command or API call without needing an API key. Enhance your applications with reliable we
Access real-time and historical stock market data effortlessly. Integrate stock market insights into your applications using the Alphavantage API with this MCP server. Get started quickly by configuri
Provide a server implementation that integrates with the Model Context Protocol to expose tools, resources, and prompts for LLM applications. Enable dynamic interaction with external data and actions
Manage and evaluate tasks efficiently with session-based task lists and real-time progress tracking. Update task properties, retrieve statuses, and score completed tasks to streamline your workflow. E
Search and retrieve NGSS standards by code, domain, or topic. Explore three-dimensional components (SEPs, DCIs, and CCCs) and discover related standards by shared practices, concepts, or core ideas. P
Personalize your study with on‑demand tutoring that generates tailored lessons and adaptive quizzes. Track progress and stay motivated with achievements, streaks, and leaderboards. Collaborate with
🎮 Automate PerfDog mobile game performance data download and conversion to Tableau-ready CSV format.