# Protocol Service

The VRChat MCP Server is a standardized protocol service for interacting with the VRChat API, providing access to various functions such as user authentication, friend information, avatar and world data.

A server implementing the Model Context Protocol, providing access to the NebulaGraph database, supporting graph data exploration and query, and easy to integrate with LLM tool systems.

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.

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

The 1Panel MCP Server is an implementation of the model context protocol server designed for 1Panel.

The AIStor MCP server is a service based on the Model Context Protocol (MCP) for interacting with AIStor object storage. It supports various operations, including reading, writing, deleting, and management functions, such as listing buckets and objects, getting metadata, creating presigned URLs, and using AI to describe object content. It has flexible configuration and can enable operations at different permission levels through flags.

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.

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.

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 professional tool for quickly creating MCP server scaffolds

Livebook Tools is a CLI tool that provides enhanced capabilities for interacting with .livemd files, including synchronous editing, MCP server connection, and running Livebook scripts via the command line.

The MCP Ayd Server is an implementation of the Model Context Protocol server designed for Ayd.

An AI model interaction server based on FastAPI and MCP protocol, providing standardized context interaction and high-performance API services.

The EMQX MCP Server is a server that implements the Model Context Protocol (MCP), providing interaction functions with the EMQX MQTT broker and supporting MQTT client management and message publishing.

Flipt's MCP Server provides AI assistants with the ability to interact with feature flags

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.

The Rails MCP Server is a Model Context Protocol server implemented in Ruby, providing a standard interface for Rails projects to interact with large language models.

DiceDB MCP is a server that implements the Model Context Protocol (MCP) for interaction between AI applications and the DiceDB database.

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

The Higress OPS MCP Server is a service implementation based on the Model Context Protocol (MCP) for configuring and managing the Higress gateway. The project also provides an MCP client based on LangGraph and LangChain MCP Adapters, which interacts with the Higress MCP Server through a proxy flow architecture.

Tusky MCP Server is a bridge server connecting Tusky storage/Mastodon integration with AI assistants, enabling AI systems such as Claude to securely access and operate data in Tusky through the Model Context Protocol. It provides functions such as authentication, storage management, file operations, search, and TUS - protocol uploads.

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.

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

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

A Model Context Protocol server implemented for NebulaGraph, providing graph database access and query functions, and supporting LLM tool system integration.

This project encapsulates MongoDB database operations as an AI tool through the MCP protocol, enabling interactive terminal operations between Gemini AI and MongoDB.

WebSearch-MCP is a server implementation based on the Model Context Protocol (MCP), providing real-time web search capabilities for AI assistants.