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Market Insights Server
# Market Insights Server A real-time commodity tracking system using Apache Spark, OpenAI GPT, and the MCP protocol to generate actionable market insights. ---…
OpenAI Tools
A wrapper for OpenAI's built-in tools, enabling functionalities like web search and code execution. Requires an OpenAI API key.
Fal.ai OpenAI Image
A server for the Fal.ai text-to-image API, powered by OpenAI's image model. Requires Fal.ai and OpenAI API keys.
MCP Graph API Integration
An MCP server that connects to Microsoft Graph API, enabling an AI assistant to query and interact with Azure Active Directory/Entra ID resources. It includes…
MCP Server SSH Server
# MCP Server SSH Server [](https://pypi.org/project/m2m-mcp-server-ssh-server/)…
Prisma
 <div align="center"> <h1>Prisma</h1> <a href="https://www.npmjs.com/package/prisma"><img…
Data MCP Server
# Data MCP Server This is Data's Model Context Protocol (MCP) Server. It provides various tools to scrape, extract structured data, and crawl webpages. It also…
MCP SSE Client Python
MCP SSE Client Python is a Python toolkit for connecting to and interacting with remote Model Context Protocol (MCP) endpoints over Server-Sent Events (SSE)…
mcp-server-mariadb-vector
The mcp-server-mariadb-vector server provides tools that LLM agents can use to interact with a MariaDB database with vector support. It gives users a natural…
Ahammedshaik
<p align="center"> <img width="395" alt="prompts.chat" src="https://github.com/user-attachments/assets/e0d0e32d-d2ce-4459-9f37-e951d9f4f5de" /> </p> <h3…
🔍 Rust MCP Server + Inspector Example: SSE Transport with an Add Tool
This project demonstrates how to set up an MCP (Model Context Protocol) server and client using Server-Sent Events (SSE) for communication. It includes a…
MCP iCal Server
Mcp server with singular tool communication to agent using o4-mini with OpenAI Agent SDK integration to manage google/apple calendar.
Mcp Client Typescript
The MCP Docs Server is a Node.js implementation of a Model Context Protocol (MCP) server that provides a powerful tool to search and retrieve up-to-date…
How does it work
Demo application showcasing how to build and secure MCP servers and clients with Pomerium using contextual access policies.
MCP with RAG Demo
This demonstration project shows how to implement a Model Context Protocol (MCP) server with Retrieval-Augmented Generation (RAG) capabilities. The demo allows…
mcp-server
MCP server that allows you to get the latest documentation
Rag Starter
# rag-starter — chat with your documents (RAG), with citations A production-ready starter that turns a folder of documents into a **cited Q&A service**. Drop…
youtube_mcp
youtubemcp is an MCP server that transcribes YouTube videos. It requires an OpenAI API key and cookie-based authentication. It is designed for use with AI…
Spring AI MCP Weather Server Sample with WebMVC Starter
# Spring AI MCP Weather Server Sample with WebMVC Starter This sample project demonstrates how to create an MCP server using the Spring AI MCP Server Boot…
AI Customer Support Bot - MCP Server
# 🤖 AI Customer Support Bot - MCP Server <div align="center"> …
Model Context Protocol (MCP) Security
An exploration of common MCP server vulnerabilities, along with a deep dive into MCP server prompt injection (+demonstrations for each!).
MCP Knowledge Base
A lightweight knowledge base assistant using MCP with LLM integration. Features a streamlined server-client architecture combining custom tools with a…
Enterprise Model Context Protocol (MCP) Server & Client
A comprehensive enterprise-grade implementation of the Model Context Protocol (MCP) for connecting LLMs with enterprise tools and data sources. It is…