Development Tools

A demonstration MCP server project highlighting how to build and run containerized MCP tools via Docker, including modular implementations for tasks, calendars, and weather.

Enables interaction with Cisco network devices through the RADKit SDK, allowing users to discover device inventory, fetch device attributes, and execute CLI commands via natural language.

Provides access to Kalshi prediction market data with 23 tools for querying events, markets, trades, forecasts, candlesticks, and live data from the CFTC-regulated exchange for trading on real-world events.

An MCP server and crawler for Xafari documentation that enables AI agents to search, retrieve pages, and extract code examples from a local index. It provides structured documentation access through stdio or HTTP interfaces for seamless IDE integration.

Provides access to Tushare financial data through the Model Context Protocol, enabling users to query and retrieve Chinese stock market and financial information.

A Model Context Protocol (MCP) server that provides AI assistants with direct access to Mapbox developer APIs. This server enables AI models to interact with Mapbox services, helping developers build Mapbox applications more efficiently.

An MCP server providing programmatic access to a Vertica database instance, supporting both stdio and HTTP transports for integration with LLM clients. It features a dual-stack CI/CD architecture for deploying both the database and the MCP server on AWS using Terraform.

Provides read-only access to Authorize.net transaction reporting APIs, enabling users to query settled batches, transaction details, customer payment history, and settlement statistics directly from AI assistants.

A production-ready template for building MCP servers on Cloudflare Workers that expose server-side tools with rich, interactive React-based UI widgets using the MCP Extensions Apps API.

Test server

Provides user balance information by connecting to a backend service through the users_balance tool. Built with TypeScript and Express for retrieving financial data.

Provides current time information with support for multiple IANA timezones, defaulting to Asia/Shanghai timezone.

A Model Context Protocol server for Turkish taxi services that enables fare estimation, ride booking, and real-time tracking across providers like BiTaksi, iTaksi, and Uber.

A Model Context Protocol server that enables AI models to programmatically search and interact with proteomics datasets from the PRIDE Archive repository through structured function calling.

A high-performance MCP server for Android screen capture that utilizes scrcpy's frame buffer to achieve ultra-low latency (~50ms) screenshots and historical frame access.

A communication-focused MCP server that enables bi-directional voice calls, SMS, and WhatsApp messaging for Claude Code, allowing agents to receive instructions and provide status updates across multiple phone channels.

A demo MCP server that exposes product catalog and order management APIs through Azure API Management, allowing AI assistants to interact with backend services via standardized tools.

A demonstration MCP server implementation with Docker support that provides a simple hello-world tool and includes a web-based inspector for interactive testing and exploration of MCP tools.

A Model Context Protocol server that integrates with the Nature Vision API to provide biological species identification from images, returning scientific names and confidence levels across categories like plants and animals.

An MCP server that provides AI agents with semantic TypeScript refactoring capabilities by wrapping a persistent tsserver instance to move files and directories while automatically updating all imports.

A web automation MCP server that enables AI assistants to control a browser via Playwright on Cloudflare Workers, supporting navigation, interaction, and screenshots.

Provides access to LinkedIn Sales Navigator functionalities without requiring browser cookies, alongside various utility tools like TV Maze, deck of cards, and random facts.

A specialized MCP server that allows LLMs to design and simulate electronic circuits by automating netlist generation, library component validation, and LTspice simulation execution.

Enables comprehensive control of Android devices via ADB for Flutter development, UI testing, and visual QA workflows. Provides 60+ tools for device management, UI inspection, app testing, performance profiling, and debugging through natural language.

A comprehensive MCP server for enterprise-grade time tracking, project billing, and semantic AI memory storage. It features semantic search for notes, GitHub OAuth integration, and detailed financial reporting for clients and projects.

A comprehensive MCP server for interacting with PDF files, allowing users to extract full text, search with context, manage metadata, and retrieve embedded images.

A self-hosted MCP server for EdgeOne Pages that enables AI assistants to deploy and manage static websites using KV storage.

A production-ready MCP server that enables AI agents to securely query and analyze PostgreSQL databases with built-in safeguards like read-only mode, schema restrictions, and query timeouts.

A powerful Google Workspace integration for MCP that provides over 100 tools to manage Google Drive, Gmail, Calendar, Docs, Sheets, Slides, Meet, Tasks, and Contacts directly through Claude.

Enables AI assistants to access real-time on-chain crypto analytics, whale tracking, and market metrics through natural language queries. It provides access to over 245 endpoints for comprehensive data analysis of assets like Bitcoin, Ethereum, and stablecoins.