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!).
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OpenStack MCP + Agent PoC
A proof-of-concept that runs an OpenStack Model Context Protocol (MCP) server alongside a basic agent companion program to test it. It uses the OpenStack code…
MCP MongoDB Integration
This project demonstrates the integration of MongoDB with the Model Context Protocol (MCP) to provide AI assistants with database interaction capabilities.
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…
Workflow Orchestrator MCP Server
# Workflow Orchestrator MCP Server This project implements an AI-Powered Workflow Orchestrator as an MCP (Model Context Protocol) server. It is designed to…
MCP Server and Tools
# MCP Server and Tools MCP(Model Context Protocol) helps you build agents and complex workflows on top of LLMs. LLMs frequently need to integrate with data and…
🤖 MCP Server — Agent X (Powered by Gemini Flash + Twitter API)
Agent X is an autonomous AI agent built using Google Gemini Flash and integrated with the Twitter API, allowing it to post intelligent and contextual tweets on…
jmcpx
jmcpx is a Command-Line Interface (CLI) client designed for interacting with MCP (Modular Command Processor) servers. It provides session management, tool and…
Context Pipe
# ⛓️ Context-Pipe **The Universal Standard for Context Engineering.** [](htt…
OpsNow MCP Asset Server
# OpsNow MCP Asset Server ## 소개 OpsNow MCP Asset Server는 Model Context Protocol(MCP)을 기반으로 하여 OpsNow의 자산 데이터를 LLM 벤더의 데스크톱 애플리케이션(예: Claude)에 제공하는 서버입니다. ##…
Model Context Protocol servers
# Model Context Protocol servers This repository is a collection of *reference implementations* for the [Model Context…
Secure LLM Proxy
OpenAI-compatible proxy with PII scrubbing, audit logging, and model routing. Drop-in replacement — set OPENAI_BASE_URL to point to this server. Supports…
Model Context Protocol (MCP) Server Project
# Model Context Protocol (MCP) Server Project This project demonstrates integration between a client application and an MCP (Model Context Protocol) server…
AI Agent Starter with PydanticAI and MCP
# AI Agent Starter with PydanticAI and MCP A base project using PydanticAI’s Agent API. Connects to any LLM provider (such as OpenAI, Groq, Azure OpenAI, etc.)…
mcp-pokeapi-server
# mcp-pokeapi-server POKEAPI と連携し、MCP（Model Context Protocol）仕様でポケモン情報を取得できるサーバーです。 ## 概要 - MCP プロトコル（JSON-RPC 2.0 over stdio）で、LLM アプリや MCP…
OpenSearch MCP <> LLM Integration Guide
Step by step guide for integrating LLMs with OpenSearch MCP servers
File Search Assistant with LLM Integration
Learn how to: ✅ Build a file-search AI using natural language queries ✅ Create embeddings from local Linux files using Hugging Face models ✅ Integrate Gemini…
MyAIServ: AI-Powered FastAPI Server with MCP 🚀
High-performance FastAPI server implementing Model Context Protocol (MCP) for seamless integration with Large Language Models (LLMs). Built with modern stack…
MoveFlow Aptos MCP Server
# MoveFlow Aptos MCP Server A Model Context Protocol (MCP) server that enables AI assistants to interact with the MoveFlow protocol on Aptos blockchain. This…
Frontegg MCP Server
<div align="center"> # Frontegg MCP Server ### 96 tools — mobile-SDK audit/fix (47) + Frontegg Management API (49)…
MCP Server SSH Server
# MCP Server SSH Server [](https://pypi.org/project/m2m-mcp-server-ssh-server/)…
MCP Tools
# MCP Tools A custom Model Context Protocol (MCP) server implementation that provides file system and command execution tools for Claude Desktop and other LLM…
Becomer: LLM-agnostic persistent memory API. Store and recall memories across GPT, Claude, Gemini, or any model — zero tokens per recall.
BECOMER gives any LLM persistent memory across sessions — without spending a single token on retrieval.
MCP-Server 项目文档
MCP-Server 项目文档 is a server and client implementation of the Model Context Protocol (MCP) that enables large language models (LLMs) to call external tools via…