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A demonstration MCP server built with FastMCP v2.0 that provides basic mathematical calculations and greeting functionality. Features Docker containerization, comprehensive testing, and CI/CD automation for learning MCP development patterns.

example-mcp-server-sse

example-mcp-server-stdio

example-mcp-server-streamable-http-stateless

An educational example demonstrating how to build MCP servers in Python using FastMCP, showing how to expose tools, resources, and prompts to AI clients.

A drop-in MCP server implementation for Next.js projects using Vercel MCP Adapter, allowing developers to integrate model context protocol functionality with custom tools, prompts, and resources.

A template for integrating Model Context Protocol (MCP) servers into Next.js projects using the Vercel MCP Adapter. It enables developers to deploy MCP tools, prompts, and resources as API routes with optional support for Server-Sent Events.

Example V2

A simple example of a Model Context Protocol Server implementation

Enables users to create and interact with hand-drawn sketches and architecture diagrams directly within chat interfaces using Excalidraw. It leverages the Model Context Protocol to provide interactive HTML visualizations with smooth viewport control and fullscreen editing capabilities.

Generates beautiful Excalidraw diagrams from natural language descriptions using a local llama.cpp LLM, entirely offline.

Turn Excalidraw diagrams into keyframe animations. AI-powered creation via MCP, E2E encrypted sharing, export to MP4/WebM/GIF/SVG.

Enables reading and writing of values, formulas, and formatting in Microsoft Excel files including .xlsx and .xlsm formats. It supports sheet management, table creation, and provides Windows-exclusive features like live editing and screen capture.

A Model Context Protocol server that provides tools for reading, updating, filtering, and visualizing Excel data through a simple API.

Control Excel with Natural Language through AI assistants like GitHub Copilot, Claude, and ChatGPT. This MCP server enables AI-powered Excel automation for Power Query, DAX measures, VBA macros, PivotTables, and more.

Enables extraction of EXIF metadata from JPG and PNG images using publicly accessible URLs or Base64 encoded data. Provides camera information, technical parameters, and image details for photo analysis.

Ex MCP Test

Test implementation of mcp server in Elixir

Expense Tracker AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

Expensivefav MCP

MCP servers for interacting with Algolia

Enables AI models to consult a configured advanced model (e.g., GPT-5.5, Claude Opus 4.7) via a streamable HTTP MCP server for deep analysis and expert advice on complex problems.

Explainability Report - MCP server providing AI-powered tools and automation by MEOK AI Labs