Development Tools

A Model Context Protocol server that enables full CRUD operations for e-commerce product management, featuring MySQL integration and AI-powered product description generation. It provides tools for inventory monitoring and supports both stdio and HTTP/SSE transports.

An MCP server that enables users to search and navigate Madison, Wisconsin municipal ordinances using a TF-IDF search index. It provides specific code sections and citations to answer questions about local regulations like building permits and zoning.

An example Model Context Protocol (MCP) server that provides basic mathematical operations such as adding two numbers together. It serves as a demonstration for deploying and configuring MCP servers using Python and the uv package manager.

Generate production-ready n8n workflows from plain language. Validate, test, and auto-fix workflows to catch errors and improve reliability. Explore templates and a rich node library to design, optimize, and secure your automations. For free n8n hosting and to enjoy the full capabilities of n8n work

Provides access to Australian Government ICT procurement opportunities from BuyICT, enabling users to search contracts across multiple marketplaces, view detailed opportunity information, and explore available procurement channels.

An MCP server that provides real-time stock market data and price comparisons from Yahoo Finance, Alpha Vantage, and Finnhub. It enables AI assistants to fetch individual quotes, compare data across multiple sources, and retrieve market metrics for various tickers.

A tool that automatically exposes FastAPI endpoints as MCP tools, preserving native authentication, schemas, and documentation through a direct ASGI transport layer.

Provides tools to scrape, extract structured data, and crawl webpages, with access to browser automation agents like OpenAI's CUA, Anthropic's Claude Computer Use, and Browser Use for complex web tasks.

Provides access to 1,000+ Phosphor Icons with 6 weight styles, enabling icon search, retrieval, customization (color, size), and framework-specific implementation guidance through natural language.

A comprehensive MCP server providing real-time London transport data, including tube line statuses, detailed disruption reports, and multi-modal journey planning via the TfL Unified API.

MCP server for global digital gift cards & mobile top-ups. Access 6000+ brands across 195 countries via Cryptorefills API. Buy phone credits, gift cards, and digital vouchers through MCP elicitation flow.

Provides access to Colorado Division of Water Resources data including surface water stations, streamflow time series, water rights, well permits, and administrative calls through the DWR REST API.

Provides comprehensive stock intelligence workflows by integrating data from multiple providers for market analysis, technical indicators, and fundamental data. It enables users to perform technical, fundamental, and risk analysis alongside options and news tracking through a unified tool registry.

Provides the current date and time in the user's timezone through a simple tool with no parameters required.

A comprehensive MCP server providing tools to manage the full QMetry for Jira lifecycle, including test cases, cycles, plans, steps, custom fields, and linked Jira requirements.

Analyzes log files to identify root causes of project errors and generates detailed fix plans with risk assessments. It implements a multi-phase workflow that ensures no code modifications are applied without explicit user approval.

A Model Context Protocol server built with mcp-framework that allows users to create and manage custom tools for processing data, integrating with the Claude Desktop via CLI.

Provides a scalable, containerized infrastructure for deploying and managing Model Context Protocol servers with monitoring, high availability, and secure configurations.

Enhances Claude AI with persistent memory storage for Infrastructure-as-Code components, supporting version tracking and relationship mapping for Terraform and Ansible resources.

This server provides access to the Perplexity AI API, enabling interaction through chatting, searching, and documentation retrieval within MCP-based systems.

This server integrates DeepSeek and Claude AI models to provide enhanced AI responses, featuring a RESTful API, configurable parameters, and robust error handling.

A template for creating Model Context Protocol (MCP) servers in TypeScript, offering features like container-based dependency injection, a service-based architecture, and integration with the LLM CLI for architectural design feedback through natural language.

Facilitates real-time tool discovery and documentation retrieval for command-line tools within a VSCode extension, using Express and SSE for secure and dynamic content streaming.

Enables browser automation and real-time computer vision tasks through AI-driven commands, offering zero-cost digital navigation and interaction for enhanced web experiences.

Enables AI agents to control web browsers via a standardized interface for operations like launching, interacting with, and closing browsers.

Provides web accessibility analysis and color blindness simulation using axe-core and Puppeteer, enabling detailed accessibility checks and visual simulations based on WCAG guidelines.

This server provides an API to query Large Language Models using context from local files, supporting various models and file types for context-aware responses.

This server provides a note storage system with a custom URI scheme, allowing users to add and summarize notes, with adjustable summary detail levels.

A server implementation that provides MCP-compatible access to Composio applications like Gmail and Linear, allowing interaction through a structured interface for language models.

This MCP server provides persistent memory integration for chat applications by utilizing a local knowledge graph to remember user information across interactions.