Development Tools

Aggregates multiple remote Model Context Protocol endpoints and exposes them through a unified SSE interface, allowing an LLM client to interact with specialized servers without configuration changes.

A Flask-based reference implementation of the Model Context Protocol using stateless HTTP transport, featuring example tools for generating random numbers and sentences.

A tool-set for querying Goatcounter web analytics data, including real-time pageviews, visitor demographics, and traffic sources through a standardized MCP interface.

A template for deploying MCP servers to Cloudflare Workers with built-in OAuth authentication and SSE transport support. It enables secure, remote access to MCP tools from Claude Desktop and other clients via HTTP.

A comprehensive MCP server for Chinese traditional calendar services, including BaZi calculations, almanac queries, and solar-lunar conversions based on the lunar-python library.

A lightweight MCP server that provides hostname detection and comprehensive system specifications like CPU, memory, and OS details to help AI assistants identify their host environment.

A Model Context Protocol server for the fal-ai/ideogram/v3 API, specializing in high-quality image generation with advanced text rendering, style controls, and automatic local image management.

Connects an Emby media server to AI clients like Claude Desktop, enabling natural language control of media playback, library browsing, playlist management, and search across your personal media collection.

An MCP server providing structured access to historical and current Formula 1 data including drivers, circuits, and race results using the F1DB dataset.

Converts REST APIs into MCP tools using Gradio, specifically demonstrating integration with a local IBM Granite model running on Ollama.

A translation management tool that automatically discovers, indexes, and searches localization files with support for file watching and multiple project structures.

Enables interaction with Google Maps services through the Model Context Protocol. Provides location-based functionality and mapping capabilities for AI agents.

A hierarchical tool orchestrator that exposes a single entry point to prevent context overflow while internally managing over 100 specialized MCP tools using a more cost-effective LLM.

Bridges Claude Desktop with the Claude Code CLI to delegate complex development tasks like React app creation and API building to a specialized coding agent.

A Python-based MCP server that enables AI assistants to control Loxone smart home systems, managing lights, blinds, climate, and scenes with support for real-time monitoring and secure PIN-protected operations.

A system that transforms documentation repositories into structured educational courses and exposes them through MCP for AI-driven tutoring.

A persistent, bio-inspired semantic memory layer for LLMs using FAISS vector storage and sentence transformers to enable long-term information retention and intelligent consolidation.

A specialized clinical trials exploration agent that combines SQL filtering for trial metadata with semantic vector search for deep protocol analysis via ClinicalTrials.gov data.

A comprehensive MCP server that bridges AI models to Portainer, enabling remote management of Docker environments including containers, stacks, images, and logs.

A comprehensive TypeScript boilerplate for building MCP servers, featuring example tools for calculations and weather, along with dynamic resources for system and configuration data.

A TypeScript MCP server powered by Bun that provides advanced web search capabilities using OpenAI's reasoning models and Web Search API, featuring localized results and automatic citations.

A word lookup utility that interfaces with the API Ninjas Dictionary API to provide definitions and meanings.

An MCP server that allows AI agents to interact with a Minesweeper game server to start games, reveal cells, and place flags. It bridges natural language commands to game actions for automated or assisted gameplay.

A gaming platform MCP server that enables LLMs to facilitate game discovery and access management through a Nostr-integrated payment system and Unicity blockchain identities.

Provides real-time access to the UK Environment Agency's monitoring data, including flood warnings, water levels, and flow measurements across thousands of stations.

A template for deploying secure remote MCP servers on Cloudflare Workers featuring integrated GitHub OAuth authentication and access-controlled tools.

A tool that bridges AI coding agents with the Circuitry visual workflow platform, allowing for bidirectional code-to-node synchronization and diagram analysis. It enables agents to visualize codebases, generate flowcharts, and manage data via spreadsheets within a visual canvas.

A specialized documentation crawler that extracts clean text and code examples using LLM-powered analysis to provide structured summaries and searchable context for AI assistants.

Enables querying of real-time date and time information globally using geographical coordinates, city names, or specific timezones via the API Ninjas World Time API.

A Foreman infrastructure management server that integrates with MCP to allow interaction with host data, security updates, and resources through natural language.