API Development MCP Servers

Forge

Generates customizable MCP servers for Smithery with integrated Cursor IDE support.

Flux Cloudflare

Enables AI assistants to generate images using the Flux model via a Cloudflare Worker API.

Zonos TTS

Enables Claude to generate speech directly on Linux systems with GPU optimizations.

Demo

Demonstrates Model Context Protocol (MCP) with an e-commerce order management system and AI-powered chat.

Oracle Service Cloud

Enables large language models to query live Oracle Service Cloud data through a Model Context Protocol (MCP) interface.

KPC Components

Generates accurate AI code for the KPC component library, addressing common AI hallucination and usage errors.

RAG Application

Combines a Retrieval-Augmented Generation (RAG) system with the Model Context Protocol (MCP) to create a powerful, modular AI application.

Europarcel

Provides a self-hosted server for integrating with the Europarcel API, supporting both stdio and HTTP transport modes.

Oracle NetSuite Sandbox

Provides an API for secure read-only interaction with Oracle NetSuite sandbox environments, executing SuiteQL queries and retrieving customer records.

Snipe-IT

Provides AI assistants with tools to perform comprehensive CRUD operations and state management on assets and consumables within a Snipe-IT inventory system.

Copilot Studio Context Framework

Provides an open protocol to standardize how applications deliver context to Large Language Models (LLMs) from various data sources and tools, enabling seamless integration with Microsoft Copilot Studio.

Python RSS Feed

Provides a FastMCP server for interacting with RSS feeds, deployable locally or as an Azure Python Web App.

Voice Soundboard

Provides an AI-powered text-to-speech library for generating expressive, human-like voices for AI agents, featuring multi-voice synthesis, real-time streaming, SSML support, and sound effects.

Stock Price

Retrieves stock prices from Yahoo Finance.

OBO

Manages One-By-One (OBO) review sessions by providing tools to create, navigate, and resolve priority-scored items.

Geolocation

Enables Large Language Models to perform fast reverse geocoding and batch reverse geocoding using IP addresses and coordinates.

Memory

Provides a high-performance knowledge graph memory server with streamable HTTP and legacy SSE transports for AI agents.

Mock Data

Generates schema-driven mock data with ultra-fast performance, specializing in Taiwan locales and offering a Gemini AI fallback for complex fields.

GNS3

Enables Large Language Models to interact with the GNS3 REST API for network topology creation, administration, and automation.

LLM Key Pool

Manages LLM API keys across multiple platforms with layered polling, automatic failover, and intelligent error handling.