This project implements a server based on the Model Context Protocol (MCP) for deploying web applications to AWS serverless infrastructure, supporting automatic deployment of front - end, back - end, and full - stack applications.

Aiven's MCP server project provides access to services such as PostgreSQL and Kafka in the Aiven ecosystem, enabling LLMs to build full - stack solutions. It includes tools such as project lists and service details, and supports connection configuration through environment variables.

A comprehensive Stacks blockchain MCP server, offering over 30 professional tools for Clarity smart contract development, SIP standard compliance, security, and performance optimization, supporting the complete dApp development process.

A website security scanning tool based on the MCP protocol, integrating dirsearch directory scanning and firecrawl crawler technology, capable of automatically identifying the website technology stack and classifying vulnerability risk levels

A server - side tool based on the Model Context Protocol (MCP) for querying website technology stack information through the BuiltWith API, supporting integration with any AI assistant compatible with the MCP protocol.

zio-ella is a development framework for MCP servers on modern AI platforms based on Scala 3 and the ZIO framework, supporting the definition of tools and capabilities and integrating the ZIO technology stack.

An MCP server for retrieving and analyzing issues from Sentry.io, providing functions such as error report inspection and stack trace analysis.

The official MCP server of Stackzero Labs, providing model context protocol support for UI components

YARR is a self-hosted media technology stack server based on the Model Context Protocol (MCP), which enables intelligent automation and natural language control through LLM and also supports traditional API access.

The MCP Docling Server is a server that provides document processing capabilities, supporting various document conversions and extraction functions, including format conversion, table extraction, and Q&A generation. It can be integrated with the Llama Stack to enhance the capabilities of LLM applications.

Essential MCP is a revolutionary AI - human interaction protocol that enables a more powerful and intelligent collaborative experience through a context management system, tool collection, and testing framework. The project includes core components such as an SSH server, a Python API tool hub, and a unified context system. It is built with a modern technology stack and inspired by Elvis's innovative spirit.

The Mercury Spec Ops MCP server is an innovative AI tool platform that provides dynamic prompt generation and template assembly as programmable tools for AI assistants. It uses a modular architecture, supports 31 technology stacks, 10 analysis dimensions, and 34 template components, and enables technology - specific content generation through six tools, revolutionizing the way AI interacts with professional content.

ContextBase is an AI context management server based on the MCP protocol, providing functions such as user authentication, memory storage, and logging. It uses technology stacks such as TypeScript, Fastify, and Prisma, and supports PostgreSQL and Redis databases.

The Re-Stack MCP Server is a model communication protocol server that connects Stack Overflow and LLMs, aiming to enhance the programming assistance capabilities of LLMs by accessing Stack Overflow content in real-time and repair the knowledge feedback loop.

An MCP Sentry Server implementation based on Node.js, providing integration with Sentry for error reporting and stack tracing, supporting the standard MCP protocol and SSE transmission.

This project provides a series of example modules using the AWS Model Context Protocol (MCP), covering multiple languages and technology stacks, including TypeScript, Python, Spring AI, etc., demonstrating the application of MCP in scenarios such as client-server communication, ECS deployment, and RAG integration.

An MCP server that provides a cross - platform programming resource search tool, integrating developer platforms such as Stack Overflow, GitHub, and MDN to help LLMs find code examples, documentation, and software packages.

Docker Manager MCP is a zero - configuration Docker infrastructure management tool that centrally controls multiple Docker hosts via an AI assistant. It supports container management, stack deployment, and service monitoring, automatically discovers hosts in SSH configurations, and provides secure connections.

This is an MCP server project built on Next.js, a modern web application developed using the TypeScript and Tailwind CSS technology stack.

The Re-Stack MCP Server is a Model Communication Protocol server that aims to integrate Stack Overflow into LLM-based coding workflows via the Stack Exchange API, providing real-time access to the latest solutions and fixing Stack Overflow's feedback loop issues.

The Aptos MCP Server is a Model Context Protocol server for interacting with Aptos documentation and creating full - stack Aptos blockchain applications.

An MCP server for retrieving and analyzing issues from Sentry.io, providing functions such as checking error reports and stack traces.

MCP Tester is a full - stack application designed for testing and verifying the MCP server responses in Smithery AI applications, providing a user - friendly interface for sending requests and analyzing API responses.

The New Relic MCP server is an unofficial community project that provides seamless integration with the New Relic observability platform. Query metrics, manage alerts, monitor applications, and interact with the entire observability stack through a unified interface.

A modern data stack implementation based on Meltano, DuckDB, and dbt Core, including the full process of data extraction, loading, transformation, and validation, and integrated with the Claude Code MCP intelligent assistance service.

Guide to setting up the SUSE AI demonstration environment. Deploy Rancher Fleet and the SUSE AI stack through a K3s cluster, and integrate the MCP service and Open-WebUI to achieve Kubernetes interaction functions.

mcp-sentry-custom is a Sentry MCP server for retrieving and analyzing issues from Sentry.io or self-hosted Sentry instances, providing tools for viewing error reports, stack traces, and other debugging information.

This is an MCP server project aimed at helping developers quickly integrate a self - hosted Payram payment stack. It provides a series of tools to MCP clients such as GitHub Copilot to achieve one - click evaluation of existing codebases, generation of multi - language code snippets, construction of new applications, access to localized documentation, and verification of the connection with the Payram server, thereby accelerating the development process.

An MCP server for retrieving and analyzing issues from Sentry.io, providing access to debugging information such as error reports and stack traces.

The Aptos MCP Server is a Model Context Protocol server for interacting with Aptos blockchain documentation and creating full - stack applications, providing functions such as document browsing, project creation, component generation, contract testing, and ABI generation.

A dynamic prompt generation and template assembly MCP server based on a modular architecture, supporting multiple technology stacks and analysis dimensions, used to generate professional prompt templates for product requirement documents, codebase analysis, and defect analysis.