API Development MCP Servers

Demo Project

Demonstrates Model Context Protocol (MCP) server capabilities with Server-Sent Events (SSE) support through a word reversal utility.

Unimus

Integrates Unimus network configuration management data with large language models (LLMs) via a read-only Model Context Protocol server.

CData FHIR

Enables Large Language Models (LLMs) to query live FHIR data by exposing it as relational SQL models through a simple Model Context Protocol (MCP) interface.

Simple Server

Provides basic HTTP endpoints for Model Context Protocol (MCP) interactions using Python Flask.

HTML Modifier

Facilitates precise modification of HTML content by large language models, significantly reducing token consumption.

Learning Project

Provides a comprehensive, step-by-step guide for developing both server-side and client-side Model Context Protocol (MCP) applications.

Wikipedia

Provides Wikipedia search and content retrieval tools via a production-ready Model Context Protocol (MCP) server.

Feishu

Provides a remote Model Context Protocol (MCP) server with built-in Feishu OAuth authentication, enabling AI clients to interact with Feishu functionalities.

Twilio

Facilitates comprehensive interaction with the Twilio communication API for messaging, voice calls, and account management.

FastAPI Weather Example

Provides an example Model Context Protocol server implementation for AI agents using FastAPI.

FastMCP Template

Build Model Context Protocol (MCP) servers with Python, leveraging FastMCP for flexible communication options.

FastAPI

Establishes a server for integrating custom mathematical operations and greeting services with Gemini CLI via FastAPI.

My Little

Provides current time and generates random numbers through a simple Model Context Protocol (MCP) server.

BOJ

Provides programmatic access and analysis capabilities for Bank of Japan's statistical flat files.

CnStock

Provides A-share stock data and in-market ETF quotes as a Model Context Protocol (MCP) service for large language models.

Elko Market

Accesses free financial market data from diverse sources and exposes it via MCP, REST API, and CLI interfaces for AI agents and other clients.

Searchdoc

Provides a backend service for search functionalities, leveraging AI-powered embeddings and a lightweight Java framework.

Mindbox

Integrates with Mindbox CDP to manage customer profiles, create orders, and retrieve customer segments via an MCP server.

Factura.uz

Manages electronic invoicing operations with Factura.uz in Uzbekistan, supporting creation, signing, and status updates.

Salla

Manage Salla e-commerce platform products, orders, customers, and store settings programmatically.