# Protocol Service

An MCP server prototype designed for Santa, driving the Santa toolchain through LLM

A GitHub interaction server based on the Model Context Protocol, supporting functions such as repository search, issue management, and PR handling.

A server implementing the MCP protocol, supporting multiple AI agents to share and read responses to the same prompt.

This is a template project for building a Model Context Protocol (MCP) server, providing a basic service framework, tool definition examples, and error - handling mechanisms, and supporting integration with AI systems such as Claude.

The PHP MCP protocol server is used to integrate PHP with Anthropic's Claude AI, supporting direct execution of PHP code and providing environment information.

A Model Context Protocol (MCP) server implemented for NebulaGraph, providing seamless access to NebulaGraph, supporting graph exploration, querying, and shortcut algorithms, and being easily integrated with LLM tool systems.

A curated list of Model Context Protocol (MCP) servers optimized for AI assistants like Claude, providing various extended capabilities such as file access, database connection, and API integration.

Tabby-MCP-Server is a powerful Tabby plugin that implements the Model Context Protocol (MCP) server, enabling AI to control the terminal and automate operations.

The Gemini MCP Server is a middleware designed for the Claude desktop application, enabling image generation through Google's Gemini AI model. This project provides a convenient installation and configuration wizard, supports Docker containerized deployment, and allows users to customize generation parameters.

An MCP protocol server implementation based on TypeScript and Express, focusing on payroll management functions and providing a standardized AI model interaction interface.

The ZoomEye MCP Server is a protocol service that provides network asset information based on query conditions. It supports querying the ZoomEye database through natural - language interaction to obtain information about networked devices, services, and vulnerabilities.

The Slack MCP Server is a model context protocol service designed for Slack workspaces. It supports Stdio and SSE transmission methods and can be integrated and used without the need for workspace administrators to create or approve bot permissions.

A NestJS module for easily exposing AI tools, resources, and prompts via the Model Context Protocol (MCP), supporting multiple transport types and dependency injection.

Skim MCP Server is a production - level Model Context Protocol server based on the Skim project. It is specifically used for intelligent code compression to help AI assistants like Claude Code break through the context length limit and analyze large code projects.

A fully functional MCP server that offers 73 tools covering 11 modules including file system, diagnostics, scripts, time management, network, context, Git operations, user input, version control, clipboard, and text conversion.

The LM Studio MCP Server is a service based on the Model Context Protocol that allows AI assistants to remotely manage models through the LM Studio API, including functions such as viewing, loading, and unloading models.

A Locust load test server implementation based on the Model Context Protocol, supporting AI development environment integration

A server implementing the MCP protocol for seamless integration of AI model interactions with the Beamlit CLI

Edit-MCP is a model context protocol server integrated with Microsoft Edit tools, providing advanced file editing functions for AI systems. It uses a hybrid architecture that combines file system operations and Edit integration.

The NSAF MCP Server is a server-side implementation of the Model Context Protocol (MCP) used to connect AI assistants with the Neural-Symbolic Autonomous Framework (NSAF), providing evolutionary algorithms and architecture comparison functions.

The Exa MCP Server is a server that enables AI assistants (like Claude) to conduct web searches through the Exa AI Search API, using the Model Context Protocol (MCP) to achieve secure and controllable connections to external tools.

A Model Context Protocol (MCP) server for Warpcast integration, allowing users to interact with their Warpcast accounts through Claude, supporting functions such as posting, reading posts, searching, and channel management.

An implementation of Routine's MCP protocol server, supporting integration with clients such as Claude Desktop and performing JSON communication through standard input and output.

A Model Context Protocol (MCP) server implemented for the integration of SAP HANA cloud database and Cursor IDE, providing model management, execution environment configuration, and standardized communication interfaces.

A Mastodon interaction tool based on the Model Context Protocol, supporting the publication of toots with media attachments.

A client and server project implementing the MCP protocol, providing note storage, summary generation, and note - adding functions

A Python - based biodiversity model protocol server project that supports rapid deployment, development, and debugging.

The Exa MCP Server is a server that enables AI assistants (such as Claude) to perform web searches through the Exa AI Search API, providing real - time and secure web information acquisition functions.

The Nile MCP Server is a Model Context Protocol (MCP) server implemented for the Nile database platform, allowing LLM applications to interact with the Nile platform through a standardized interface.

A Python-based Model Context Protocol (MCP) server with a file system backend that provides functions such as note-taking, file operations, directory management, search, compression, and metadata retrieval.