Browse the catalog

Official Model Context Protocol (MCP) server to search, filter, and retrieve live remote job listings from the Jobicy database in real-time. Works with Claude Code, Cursor, Cline, and custom AI agents.

An MCP server that integrates HandaaS data APIs for industrial chain analysis, enabling enterprise search, supply chain prospecting, patent analytics, and bidding intelligence.

This MCP server provides real-time system monitoring and information retrieval capabilities through psutil, enabling AI assistants to access CPU usage, memory statistics, disk information, network status, running processes, and system uptime data. Built using Python with FastMCP and comprehensive caching for performance optimization, it offers seven specialized tools including per-CPU breakdowns, process filtering and sorting, temperature sensor readings when available, and configurable limits for resource-intensive operations. The implementation features cross-platform compatibility with graceful degradation for platform-specific features, security controls that filter sensitive command-line arguments, multiple transport options (stdio, SSE, HTTP), and environment-based configuration for cache TTL and process limits, making it valuable for system administration workflows, performance monitoring applications, and building AI assistants that need programmatic access to system metrics without manual monitoring tool navigation.

Quarkus AI with LangChain4j apps examples

MCP server that sends Telegram notifications with project name and completion status via a single tool notify_task_done, supporting StreamableHTTP and stdio transports.

FastMCP server implementation by Larsen Weigle that provides structured information extraction from unstructured text using Google's LangExtract library and Gemini models. The server maintains persistent connections and intelligent caching for optimal performance in long-running environments like Claude Code, offering tools for text extraction, URL processing, result visualization, and file operations with precise source grounding that maps every extraction to its exact location in the original text. Built with server-side credential management and optimized for Google Gemini models (gemini-2.5-flash and gemini-2.5-pro), it serves use cases across healthcare document processing, legal contract analysis, research paper extraction, and business intelligence workflows where maintaining traceability between extracted structured data and source text is critical.

Image/video analysis: NSFW detection, object detection, thumbnails

Cloudflare Worker exposing a Telegram bot as a Model Context Protocol server.

Converts markdown files into professional PDF documents with automatic table of contents and interactive navigation.

Search real-time 12306 ticket availability for direct and transfer journeys. Look up city and station codes and view detailed stop schedules for specific trains. Interpret relative dates in China Standard Time to ensure accurate results.

Executes shell commands with intelligent output filtering that reduces context consumption by extracting only errors and important information using configurable regex templates for common development tools.

Enables tracking retail product prices, checking price history, and managing tracked products via MCP tools, with a focus on UNIQLO Taiwan.

A collection of FastMCP servers for Todo and Postgres, managed with uv and supporting hot reload for development.

An MCP server that enables AI agents to interact with SQLite databases by querying schemas, executing SQL, and inspecting table metadata. It supports safe database access through configurable read-only modes, query timeouts, and dry-run execution plans.

Official Python SDK for Trends API (pip install trendsapi): Google Trends, TikTok, YouTube, Amazon and Reddit trend data in Python, with async support and pandas DataFrames.

The WhatsApp MCP server enables AI assistants to send WhatsApp messages through Twilio's API. Built with FastMCP, this implementation loads Twilio credentials from environment variables, establishes a secure connection to the Twilio service, and exposes a single tool for sending formatted WhatsApp messages to specified recipients. The server handles proper E.164 number formatting, provides detailed error reporting, and can be called either through a standalone script or integrated into larger applications. It's particularly valuable for automated notification systems, customer service workflows, and any scenario where AI assistants need to communicate with users via WhatsApp without switching contexts.

Automatically plays Subway Surfers gameplay in the background during coding sessions to provide continuous dopamine stimulation. Activates when users start coding conversations and stops when finished, requiring zero manual intervention.

Xanther Context Engine MCP Server — Give your coding agent deep codebase understanding

A Model Context Protocol (MCP) server that provides comprehensive access to DefectDojo vulnerability management platform.

MCP server that enables AI agents to automatically pay for and access paywalled content via the x402 payment protocol.