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MCP server for SAP BTP ABAP Cloud and On-Premise ECC/S/4HANA ABAP ADT with full CRUD, JWT/XSUAA, and service-key auth.

A sophisticated Model Context Protocol (MCP) server for analyzing Architectural Decision Records (ADRs) and providing deep architectural insights to AI agents.

A modular Python framework implementing the Model Context Protocol (MCP). It features a standardized client-server architecture over StdIO, integrating LLMs with external tools, real-time weather data

TypeScript port of the original MCP Agent framework by lastmile-ai

mcp implementation of an agentic framework

A TypeScript library that enables AI agents to leverage MCP (Model Context Protocol) servers for enhanced capabilities. This library integrates with the AI SDK to provide a seamless way to connect to

Hi! I’m Amanda :) 💖

A Model Context Protocol (MCP) server offering professional tools and templates for hierarchical prompting, code hygiene, visualization, memory optimization, and agile planning.

A Model Context Protocol (MCP) TypeScript template with multi agents that can send Emails, schedule meetings and answer knowledge-base related questions.

NV Digital Open Operator System (NVoOS) is an Object-Oriented AI framework for WordPress connecting your data with OpenAI, Gemini, Anthropic, Hugging Face & Ollama (Local) models. It allows you to cre

⚡ Control Apache Airflow with natural language via MCP. Chat with your workflows using Claude, GPT, or any LLM — no REST API calls needed. Supports Airflow 2.x (43 tools) & 3.0+ (45+ tools).

📈 提供股票、加密货币的数据查询和分析功能MCP服务器

[BETA — v2 rebuild] MCP server for data analytics — Shopify, Stripe, CSV, forecasting, ML. Works in Claude, Cursor, and any MCP client. Expect rough edges while the rewrite lands.

MCP Android agent - This project provides an *MCP (Model Context Protocol)* server for automating Android devices using uiautomator2. It's designed to be easily plugged into AI agents like GitHub Copi

Annotation-driven MCP dev 🚀 No Spring, Zero Boilerplate, Pure Java

One command to turn any codebase into an MCP server

MCP Server and CLI for Apache Spark History Server. Debug Spark applications from AI agents, scripts, or the terminal.

Demo application showcasing how to build and secure MCP servers and clients with Pomerium using contextual access policies.

MCP Armor continuously secures and monitors Model Context Protocol operations through static and dynamic scans, revealing hidden risks in agent-to-tool communications.

MCP server for *arr media management suite

The deterministic testing standard for MCP servers. Connect over real stdio/SSE/HTTP transport, call tools with real arguments, assert results with 18 assertion types defined in YAML. Any language, an

This repository demonstrates how to use AutoGen to integrate local and remote MCP (Model Context Protocol) servers. It showcases a local math tool (math_server.py) using Stdio and a remote Apify tool

A MCP server for interacting with Bear note-taking software.

Common MCP code for node.js

MCP Server para 70 APIs públicas brasileiras

A middleware to provide an openAI compatible endpoint that can call MCP tools

Embeddable MCP stdio → HTTP bridge with background jobs & live dashboard. Survives Vercel/Cloudflare 30s timeouts. Now scales to 100+ users.

A Model Context Protocol (MCP) integration that provides Claude Desktop with autonomous browser automation capabilities. This agent enables Claude to interact with web content, manipulate DOM elements

FastAPI server implementing MCP protocol Browser automation via browser-use library.

MCP сервер для AI-ассистентов (справка по синтаксису и объектной модели 1С:Предприятие)

Bugzilla Model context protocol (MCP) Server

Version 2.2 - 54 tools available - an MCP server for interacting with the Canvas LMS API. This server allows you to manage courses, assignments, enrollments, and grades within Canvas.

A local MCP server that breaks on demand. Test your client against auth failures, disappearing tools, flaky responses, and token expiry, all from a web UI.

A chatbot implementation compatible with MCP (terminal / streamlit supported)

Model Context Protocol(MCP) 编程极速入门

MCP implementation of Claude Code capabilities and more

A text-based user interface (TUI) client for interacting with MCP servers using Ollama. Features include agent mode, multi-server, model switching, streaming responses, tool management, human-in-the-l

Simple MCP Client CLI Implementation Using LangChain ReAct Agent / Python

Simple MCP Client CLI Implementation Using LangChain ReAct Agent / TypeScript

Laravel-native client for Model Context Protocol (MCP) servers. Built by Redberry (Diamond-tier Laravel partner). Used by LarAgent and other frameworks to enable AI agent functionality.

This is a Model Context Protocol (MCP) server that integrates with AWS CodePipeline, allowing you to manage your pipelines through Windsurf and Cascade. The server provides a standardized interface fo

🔧 Compose Model Context Protocol (MCP) servers with management capabilities, REST API, and Web UI - Similar to Docker Compose

A CLI tool for easy installation of MCP servers and managing their configuration

An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool call

MCP Context Server — a FastMCP-based server providing persistent multimodal context storage for LLM agents.

MCP server for scheduling and running AI prompts, HTTP/webhook requests, and shell commands

MCP Security Solution for Agentic AI — real-time proxying, behavior analysis, and malicious tool detection

MCP server to communicate with DAP servers allowing AI Agents the ability to debug live programs.

A semantic data platform MCP server that composes multiple data tools with bidirectional cross-injection - tool responses automatically include critical context from other services.

MCP Database Server is a new MCP Server which helps connect with Sqlite, SqlServer and Posgresql Databases

Model Context Protocol (MCP) server for Databricks that empowers AI agents to autonomously interact with Unity Catalog metadata. Enables data discovery, lineage analysis, and intelligent SQL execution

mcp deepfake forensics

Desktop app that automatically scans and blocks malicious MCP traffic in AI apps like Cursor, Claude, VS Code and Windsurf.

MCP (Model Context Protocol) server that enables AI assistants to interact with Storybook design systems. Extract component HTML, analyze styles, and help with design system adoption and refactoring.

mcp-difyworkflow-server is an mcp server Tools application that implements the query and invocation of Dify workflows, supporting the on-demand operation of multiple custom Dify workflows.

Implement Discord MCP server enabling AI assistants to interact with the Discord platform.

A command-line tool written in Rust for discovering and documenting MCP Server capabilities.

MCP Server for Dockhand Docker Management - exposes 130+ API endpoints as MCP tools

MCP Documentation Server - Bridge the AI Knowledge Gap. ✨ Features: Document management • Gemini integration • AI-powered semantic search • File uploads • Smart chunking • Multilingual support • Zero

A comprehensive set of samples of creating and using MCP servers and clients with .NET