wcgw is an MCP server project that integrates Shell and code editing tools, allowing AI to execute commands, read and write files, edit code, etc. on the local machine. It provides multiple modes (such as Architect Mode, Code Writing Mode, etc.), supports task checkpoint saving, terminal interaction, syntax checking, etc., and is suitable for scenarios such as code development and problem troubleshooting.

An image generation service based on Jimeng AI, designed for Cursor IDE, enabling the generation and saving of images from text descriptions.

This project is a collection of MCP servers designed for Kali Linux, aiming to enhance reverse engineering, security testing, and automation workflows. It integrates tools such as Nmap and Wireshark and provides Docker sandbox support.

The HubSpot MCP Server is an open - source project that provides functions to interact with the HubSpot CRM API, supporting the management of contacts, deals, and companies, as well as sales analysis and forecasting.

Model Context Protocol (MCP) .NET sample library, demonstrating how to use the MCP protocol to standardize the context interaction of large language models (LLMs) in .NET applications. It includes examples such as a YouTube subtitle extractor, supports flexible switching of LLM providers, and enables the construction of AI workflows.

An MCP server for generating drum kit configurations for Decent Sampler, providing functions such as WAV file analysis and XML generation.

This project is an MCP server based on the Tradier Sandbox API, providing options chain data and historical price query functions for Claude Desktop.

This is a development template for the Model Context Protocol (MCP) based on TypeScript, providing a complete foundation for building MCP clients and servers, including production-grade tools, sample code, and clear documentation, supporting rapid development and expansion.

A data comparison tool that determines whether two sets of data come from the same entity through text normalization and semantic analysis.

The project involves documentation, sample code repositories, and community resources for the LangChain framework, including technical content such as Python programming, AI agent development, FastAPI integration, and LLM fine-tuning.

The Saleor MCP Server is a Model Context Protocol service designed for the Saleor e-commerce platform, allowing AI assistants to read product, customer, and order data through an HTTP connection and providing read-only API integration functions.

The SQL Stream Builder MCP Server is a comprehensive SSB management platform that provides full access to SSB functions through more than 80 MCP tools. It supports independent deployment and CDP deployment, covering functions such as job management, real-time data sampling, system monitoring, and user management.

mcp - scaffold is a development sandbox for verifying the Model Context Protocol (MCP) server, providing support for local LLMs (such as LLaMA 7B) and cloud inference, including a chat interface and reference architecture.

A sample project demonstrating how to use Microsoft Semantic Kernel with OpenAI and the Model Context Protocol C# SDK, including email sending functionality.

The Anybox MCP Server is a Model Context Protocol server developed for the macOS bookmark manager Anybox, allowing clients such as Claude Desktop to search for, save, and manage bookmarks, tags, and folders through the API.

Nowledge Mem Claude Desktop Extension provides memory storage and search functions for Claude AI, supporting users to save and retrieve conversation memories

This is a project for quickly starting and running the MCP server development environment, providing TypeScript sample code and generation tools.

A TypeScript template for creating MCP servers, offering best practices such as type safety, dependency injection, and a service architecture, supporting tool development and testing.

Shield MCP is a security middleware designed for Model Context Protocol (MCP) servers, providing functions such as tool access control, result sanitization, structured logging, and rate limiting. It can enhance security and monitoring capabilities without modifying the official SDK.

This project provides a server based on the MCP protocol for connecting the SAP ABAP system with development tools and supports a variety of ABAP development operations.

This project demonstrates how to create an MCP server that enables LLMs to communicate with Backstage instances, including a sample agent based on the Bee Agent Framework.

The ZeroPath MCP Server is an open-source project that allows developers to query security findings such as SAST issues, secrets, and patches using natural language, and directly integrate them into AI-assisted tools. It simplifies the process of handling security issues, providing security context directly in the development environment without the need for manual dashboard or ticket management.

The TCL MCP Server is a server that supports AI agents to execute TCL scripts and manage the MCP tool ecosystem. It provides a secure sandbox and a developer-friendly experience, and supports multiple runtime environments.

This is an open - source project that includes over 35 pre - built MCP connectors for integrating SaaS tools into AI applications, supporting local development and type - safe configuration.

Agentek is an extensible TypeScript toolkit designed to simplify complex interactions with EVM blockchains, providing a unified type - safe interface, supporting multi - chain operations and AI integration.

The Salesforce MCP server is a REST API implementation based on jsforce, used to interact with the Salesforce platform, providing functions such as data query, metadata retrieval, record creation, deletion, and modification, and includes a secure authentication mechanism.

The Sauce Labs MCP Server is a model context protocol server fully integrated with the Sauce Labs testing platform, supporting AI assistants to manage the device cloud, test tasks, build analysis, and monitor the test infrastructure through natural language interaction.

This is a Salesforce integration sample project that demonstrates how to interact with Salesforce using the Model Context Protocol (MCP), including functions such as sending emails and deploying Apex code.

A sample chat application demonstrating integration with the Model Context Protocol (MCP) server

The EDUCHAIN Agent Kit provides functions for interacting with EDUCHAIN, including querying token/pool information, wallet operations, token exchanges, and arbitrage opportunity detection, and supports automated trading through the SailFish DEX.

The Safari MCP server is a Model Context Protocol service that provides automation and developer tool access for Safari browsers, supporting control of Safari sessions, retrieval of console logs, network activity monitoring, and page automation operations.

ZeroPath MCP Server is an open - source project that allows developers to query security findings such as SAST issues, keys, and patches using natural language and directly integrate them into AI - assisted development tools.

An MCP server based on the Deno sandbox, allowing for the secure execution of TypeScript, JavaScript, and Python code locally, providing a secure execution environment with permission control.

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

This is a sample project of an MCP service based on Spring AI, which implements CRUD operations for personnel data using in-memory storage for demonstration and experimentation purposes.

An MCP service that connects Claude Desktop with the Pocket API for getting and managing saved articles

MCP Toolz is an MCP server tool for Claude Code that supports cross-session context and to-do list saving and can obtain feedback from multiple AI models such as ChatGPT, Claude, Gemini, and DeepSeek.

PRIMS is a lightweight open - source MCP server designed for LLM agents, providing a secure one - time Python code sandbox execution environment that supports dependency installation and file mounting.

The Node.js Sandbox MCP Server isolates and runs arbitrary JavaScript code through Docker containers, supports dynamic installation of npm dependencies, and provides two modes: one-time execution and persistent containers.

The MCP server for Salesforce CLI provides Salesforce CLI functionality for LLM tools such as Claude Desktop