API Development MCP Servers

Twosplit

Enhances AI responses by leveraging multiple Claude instances to combine or select the best elements from each.

File Finder

Enables file searching on a computer by name and returns the results in JSON format.

Laravel Artisan

Enables secure execution of Laravel Artisan commands through Claude and other MCP clients.

Hands-on

Provides weather alert information for US states by leveraging the National Weather Service (NWS) API.

Kaonavi

Enables interaction with the Kaonavi API through an MCP server.

Memory

Enables MCP Clients to remember user information across conversations by leveraging vector search technology.

SOAP

Facilitates access to methods and types exposed by SOAP WSDLs.

HubDB

Facilitates natural language querying of live HubDB data by exposing it as relational SQL models to Large Language Models via the Model Context Protocol.

Square

Enables AI assistants to interact with the comprehensive Square API ecosystem via the Model Context Protocol.

Server Boilerplate

Provides a Model Context Protocol server offering tools, resources, and prompts for greeting, math operations, user management, and system monitoring.

Rap2

Provides seamless integration of RAP2 API documentation and interface management into AI programming assistants, enabling Large Language Models (LLMs) to directly access and operate RAP2 interface documents.

Sloot

Provides a complete TypeScript Model Context Protocol server implementation using Express.js and the official MCP SDK.

Weather

Exposes a JSON-RPC endpoint for retrieving simplified weather data from OpenWeatherMap.

Sentra

Provides a minimal FastAPI service exposing discoverable tools with execution capabilities for integration in local, Docker, or VPS environments.

Python Weather

Provides real-time weather data for specified locations via an AI agent-accessible tool built with the Model Context Protocol (MCP).

Weathernode

Serves live weather data and forecasts via REST and MCP APIs, optimized with built-in database caching to reduce external calls.

PubMed

Exposes the PubMed E-Utilities search workflow over HTTP, providing a unified endpoint for querying medical literature and returning curated article metadata.

Semiconductor RAG Search

Enables retrieval-augmented generation for efficient semiconductor component search, leveraging the Model Context Protocol.

Product

Manages product catalog operations, including adding, searching, and retrieving product details.

AI Studio Tools

Provides a FastAPI server integrating Google Gemini AI with an auto-routing mechanism for various utility tools.