API Development MCP Servers

SWI-Prolog

Provides secure execution of SWI-Prolog queries and operations for tools-enabled LLMs and applications via a Model Context Protocol server.

Useme

Fetches job opportunities and freelancer data from the Useme.com freelance platform for AI assistants.

Geth Proxy

Bridges Ethereum JSON-RPC queries from Geth nodes to the Model Context Protocol (MCP) ecosystem.

Pokémon VGC Damage Calculator

Provides AI agents a standardized interface for performing Pokémon damage calculations.

KnowAir Weather

Provides real-time weather data, air quality monitoring, forecasts, and astronomical information via a Model Context Protocol (MCP) server.

SpamAssassin

Provides comprehensive email security analysis capabilities to Claude Code through a secure, containerized Model Context Protocol server.

Moatless

Enables AI assistants to perform complex code operations, advanced code analysis, and semantic search through a standardized Model Context Protocol interface.

Gorse

Provides a comprehensive set of tools and frameworks for building a mobile virtual network operator (MVNO) infrastructure.

Yahoo Finance

Provides AI agents with real-time and historical financial data from Yahoo Finance through a FastMCP v2 server.

Multi Framework Usecase

Demonstrates the integration of the MCP framework with popular tools and AI frameworks like Google ADK, LlamaIndex, and LangChain through a client-server setup.

ChatDB

Records conversations with Cursor in an SQLite database, acting as a memory layer for GPT models.

Code-to-ApiFox

Automates Swagger documentation generation and seamlessly integrates with ApiFox, allowing AI assistants to directly manage and upload API definitions.

Contentstack

Enables AI assistants to interact with the Contentstack CMS through a standardized Model Context Protocol (MCP) server.

Jinko

Provides an MCP server that facilitates access to a vast hotel network with shopping and booking capabilities for AI applications.

Simple

Provides a production-ready and extensible template for building Model Context Protocol (MCP) servers with FastAPI.

Weather

Provides AI-powered answers to weather queries by integrating real-time data with natural language processing capabilities.

Weather Forecaster

Provides real-time weather alerts and utilities through both a command-line interface and a web-based server.

Amplify Data API

Enables natural language interaction with AWS Amplify Gen2 application data for AI assistants.

Simple

Facilitates the creation of Model Context Protocol (MCP) servers using TypeScript.

Agent Toolkit

Demonstrates integrating AI agents with local and remote tool execution via MCP and Ollama.