Quick-start Auto MCP is a tool that helps users quickly register the Anthropic Model Context Protocol (MCP) in Claude Desktop and Cursor. It provides functions such as RAG document search, Dify workflow, real-time web search, and supports one-click generation of JSON configuration files.

An efficient task manager that supports multiple file formats (Markdown, JSON, YAML), provides powerful search, filtering, and organization functions, and is designed to minimize tool confusion and maximize LLM budget efficiency.

A minimalist MCP server implemented in bash script, supporting the call of a mathematical addition tool and capable of interacting with LLM through the JSON - RPC protocol.

Multi-AI provider JSON translation tool, supporting intelligent caching, batch processing, and localized translation

A configuration - driven MCP server that provides developers with command execution and long - term process management functions through JSON configuration files, and supports automatic generation of daemon control commands

A server that controls Microsoft Paint through the JSON-RPC 2.0 protocol, supporting functions such as starting the Paint program, drawing graphics, setting colors, and tool properties.

A Minecraft model control protocol server based on Mineflayer, providing a standardized JSON - RPC interface for AI agents to control Minecraft robots.

A Node.js application that simulates or connects to a CO2 sensor on a Raspberry Pi Pico, provides a JSON-RPC service interface, and supports switching between simulation mode and real device mode.

The Qwen MCP Manager is a tool for managing other MCP servers, supporting the quick addition and management of MCP services such as Playwright through JSON configuration

A lightweight MCP server that helps users understand the structure of large JSON files by generating a JSON structure skeleton without having to deal with the full data payload.

An MCP service that provides MD5 hash calculation functionality, supporting the generation of MD5 hash values from strings, JSON data, and Base64-encoded data, and offering format control options.

This project builds an MCP server through the Unstructured API to process research paper data, extract key information, and convert it into a structured JSON format, helping researchers quickly obtain literature information and reduce the time for literature reviews.

A server-side implementation based on the JSON Model Context Protocol (MCP), providing the ability to query and manipulate JSON data through standardized tools, and supporting multiple JSONPath extension operations.

An MCP protocol server written in Scala 3, supporting multiple tool functions.

The Awesome MCP Registry is a high - quality, structured list of MCP servers, containing over 63 MCP servers covering multiple domains such as browser automation, cloud platforms, databases, and developer tools. The project generates README.md, npm packages, and packages - list.json through JSON configuration files, and can be used as a database for MCP servers and packages to build your own MCP projects and hosting sites.

swagger-mcp is a tool for dynamically generating API tools. By parsing the JSON file of Swagger UI, it provides runtime-generated tool definitions for MCP clients. It supports multiple authentication methods and can be integrated with local or cloud-based LLM models.

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 gateway tool that converts standard input/output to Server-Sent Events, supporting multi-client connections and JSON format forwarding

A comprehensive security operations platform integrating multiple security tools, providing a unified interface to run various security scanning and testing tools, supporting Docker deployment and JSON format output.

An MCP protocol server for extracting embedded data (such as i18n translations or key - value configurations) and SVG components from TypeScript/JavaScript source code, generating structured JSON configuration files and independent SVG files.

A Model Context Protocol (MCP) implementation in Haskell, supporting interaction with clients such as Claude through StdIO and JSON-RPC, and providing resource, tool, and prompt management functions.

A TypeScript-based WordPress Model Context Protocol (MCP) server that provides a standardized interface for AI systems to achieve secure and programmatic interaction with WordPress sites via JSON-RPC 2.0.

The LinkedIn Model Context Protocol (MCP) server provides functions for automated interaction with LinkedIn through a standardized JSON - RPC interface, including job search, resume generation, cover letter writing, and job application management.

The JSON Canvas MCP Server is an implementation based on the JSON Canvas 1.0 specification, providing tools for creating, modifying, and validating infinite canvas data structures.

The Roo Activity Logger is an MCP server used to automatically record the activities of Roo Code (Cline), including command execution, code generation, etc., and saves the logs as JSON files for subsequent search and analysis.

The MCP server implementation of the 3xpl API allows LLMs to interact with data from 48 blockchains through the JSON API, providing various blockchain query and aggregation tools.

Plex MCP Server is an intermediate layer service that provides a standardized JSON interface for Plex Media Server, supporting multiple transport methods and rich media management functions.

FastMCP - Scala is a high - level, developer - friendly library based on Scala 3 for building Model Context Protocol (MCP) servers. It provides ZIO effect handling, annotation - driven APIs, automatic JSON schema generation, and seamless integration with the Java MCP SDK.

This project implements an MCP server based on pyATS and Genie, providing structured, model-driven network device interaction capabilities through the JSON-RPC 2.0 protocol. It supports the secure execution of CLI commands, configuration changes, and data collection, and is suitable for containerized or LangGraph integration scenarios.

The Bocha AI Web Search MCP Server provides a search service for Chinese Internet content that complies with Chinese regulations, supporting output in Markdown and JSON formats.

A Model Context Protocol server for Common Lisp, providing JSON-RPC 2.0 communication, REPL evaluation tools, and TCP/stdio transport support

Provide text structured extraction services based on JSON templates

MCP Advisor is a server that provides access to the complete Model Context Protocol specification. It helps LLMs and humans understand the MCP specification through prompts and resources, including JSON schemas and detailed documentation.

TaskBoardAI is a lightweight, file - based kanban tool designed for AI agents, supporting JSON file storage and MCP server integration, and providing rich kanban management functions.

A memory bank server based on the Model Context Protocol (MCP) for cross - session management of project documents and context, helping AI agents (such as Claude) maintain consistent project knowledge through structured JSON - formatted global and branch - specific memory banks.

A cross-platform note management service based on JSON-RPC 2.0, supporting both command-line and background service operation modes, providing thread-safe note operations and summary generation functions.

The JSON Resume MCP Server is an AI-driven tool that automatically updates JSON resumes by analyzing users' code projects. It supports GitHub integration and OpenAI to generate professional descriptions.

An MCP server designed for n8n workflow automation, providing a standardized JSON-RPC interface to execute and manage workflows

An MCP protocol test server implementation based on Elixir, supporting the JSON-RPC 2.0 standard and providing pluggable validation middleware and schema-driven validation.

A JSON-based unified interface dbt Model Control Protocol (MCP) server that supports triggering dbt model runs and tests through the CLI, API, or AI tools and provides Slack notification functionality.