An intent-based MCP server for automatically mapping natural language queries to the correct sources of project documents, supporting intelligent search, task management, and project document organization.

SpecBridge is a service that automatically converts OpenAPI specifications to MCP tools. Without configuration, just put the specification files into the specified folder to generate the corresponding API tools.

This is an MCP+RAG proof-of-concept project for the oil and gas industry. It automatically distributes user queries to the correct domain services (such as drilling, production, procurement, etc.) through intelligent routing and combines hybrid retrieval technology to obtain accurate information from documents, providing answers with references to achieve fast and unified access to cross-domain data.

The AI Humanize MCP Server is a powerful model context protocol server that can optimize AI-generated content to be more natural and user-friendly. It has functions such as AI detection, natural language enhancement, grammar correction, and readability optimization, helping users improve text quality.

An intelligent and efficient Grafana Tempo MCP server with functions such as automatic query format recognition, correct URL encoding, and user-friendly responses, which solves multiple problems in the official version.

The AI Humanize MCP Server is a powerful model context protocol server that can optimize AI-generated content to be more natural and user-friendly. It has functions such as AI detection, natural language enhancement, grammar correction, and readability optimization to help users improve text quality.

The CTP trading interface MCP server developed based on vnpy_ctp requires the installation of the corresponding operating system compiler in advance.