**Give your AI the ability to understand meaning, not just match keywords.**
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
Discover and analyze technologies across key dimensions, then compare options side-by-side to spot the best fit. Get tailored stack recommendations for your project’s type, scale, and priorities. Cr
Browse, inspect, convert, and resize images from a local library. Generate thumbnails, extract metadata, and retrieve files in common formats. Streamline image prep for previews, responsive layouts, a
A Model Context Protocol server that taps access to real-time bus and train information across 12 Malaysian cities. Get live arrivals, vehicle tracking, and route details from Rapid KL, Rapid Penang,
Provide academic paper search capabilities by querying Google Scholar through a standardized MCP interface. Enable real-time streaming of search results and support multi-session interactions for seam
Find hands-on secure coding labs for vulnerabilities like XSS, SQL Injection, and OWASP Top 10 topics. Get a personalized learning pathway based on your GitHub or SecDim profile to accelerate your rem
Provide accurate and up-to-date weather information for any city or region worldwide through a simple and standardized interface. Enable AI models and clients to easily fetch weather data without requ
**networkcalc-mcp** is a server component (MCP Server) that powers utility services from [networkcalc.com](https://networkcalc.com). It provides a set of network tools accessible via API or integratio
An MCP server (and command-line tool) to provide a dynamic map of chat-related files from the repository with their function prototypes and related files in order of relevance. Based on the "Repo Map"
MCP-native URL security scanner that protects AI agent workflows. Analyzes URLs for phishing, malware, and suspicious patterns before agent navigation. Returns risk scores, confidence levels, and agen
Provide AI-powered security analysis and safety instruction tools to protect AI agents during MCP interactions. Analyze text content for harmful or inappropriate material and enhance user prompts with
Enable network scanning by initiating Nmap scans and retrieving structured JSON results through a simple HTTP API. Manage scan tasks with real-time status updates and detailed parsed outputs. Simplify
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
Provide structured access to Major League Baseball statistics through an MCP server. Query and retrieve detailed baseball data including statcast, fangraphs, and baseball reference stats. Generate vis
Provide your AI agents with instant access to the best curated resources from over 8,500 awesome lists and more than 1 million items. Discover relevant sections and retrieve high-quality references fo
Macro-factor quantitative signal source for AI agents. 8 tools covering US and China markets: query live-tracked strategy performance, register for a free 30-day trial, and receive real-time buy/sell
Access real-time blockchain data with a set of 29 tools integrated with the Ordiscan API. Perform authenticated queries on Bitcoin addresses, inscriptions, transactions, collections, runes, BRC-20 tok
A Model Context Protocol (MCP) server that provides AI assistants with access to the [Adzuna Job Search API](https://developer.adzuna.com/). Search for jobs, analyze salary data, and research employer
Accelerate Flutter mobile development with guided setup, smart device management, and streamlined run/build/test workflows. Handle Android and iOS simulators and emulators, capture logs and screenshot
Connect to your TestRail instance to view and manage projects, test cases, and test runs. Generate project dashboards with metrics and analytics to track quality and progress. Streamline QA workflows
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
Provide access to Turkish higher education data through a standardized protocol. Enable seamless integration of university and education-related information into applications. Facilitate data retrieva
Search and retrieve documentation from GitHub repositories and the web to find technical answers quickly. Transform complex web pages into clean markdown for efficient reading and analysis. Simplify l