opensolr-mcp is an open-source Model Context Protocol server for Opensolr. It exposes hybrid BM25 and kNN search, server-side embeddings, and retrieval-augmented generation answers as tools that AI agents can call.
In the RAG, search & retrieval space, opensolr-mcp takes a focused approach. It focuses on giving AI agents searchable knowledge through hybrid Solr retrieval, embeddings, and RAG answers. opensolr-mcp is an open-source project aimed at developers building AI agents and retrieval-augmented applications. opensolr-mcp is open source under the Open Source license. It ships for the web, the command line, and API, and it can be self-hosted.
phpcip builds and maintains opensolr-mcp. Among its 6 catalogued features are Hybrid BM25 search, kNN vector search, and server-side embeddings. It exposes integrations via an MCP server and a public API.
Summary written by a language model from the project’s public pages.
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