A webpage summary agent tool based on mcp-agent and Qwen, which can run in the Windows environment. It can be used by creating a virtual environment with uv and configuring the API key.

Content Core is an AI-driven, multi-functional content extraction and processing platform that supports content extraction from various sources such as web pages, documents, audio and video, and provides functions such as intelligent cleaning and summary generation. It supports multiple integration methods such as the command line, Python libraries, and MCP services.

An MCP server project based on the Ollama LLM model, providing Wikipedia article retrieval and summary generation functions, including a command-line client and a Streamlit web interface.

An MCP service project based on DuckDuckGo, providing web search, result extraction, content retrieval, and summary generation functions.

A TypeScript-based MCP server that integrates the Kagi Search API, provides functions such as web search, and plans to expand tools such as summary generation and quick Q&A.