mcp-plesk-dev-docs is an open-source Python package that implements an MCP server for indexing and retrieving Plesk documentation using vector embeddings and semantic search with reranking. It is intended for developers and technical writers needing advanced documentation search capabilities.
In the RAG, search & retrieval space, mcp-plesk-dev-docs takes a focused approach. It focuses on enabling semantic search and retrieval of Plesk documentation using vector embeddings and MCP protocol. mcp-plesk-dev-docs is an open-source project aimed at developers and technical writers working with Plesk documentation. The project is open source (MIT). It runs on the command line.
Behind mcp-plesk-dev-docs is barateza, and the product first shipped in 2026. The project is developed in the open on GitHub with 179 commits in the last 90 days. Across PulseGate's embedding index, mcp-plesk-dev-docs has few near neighbours, marking it as relatively distinct. Among its 5 catalogued features are semantic search, vector embeddings, and reranking. It exposes integrations via an MCP server.
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