myceliumRAG SystemsSearchVector DatabasesTransmitt0rAlicense-Not gradedqualityAmaintenanceProvides MCP tools for semantic search over personal knowledge sources using pluggable embeddings and local vector indexing. Updated 2 months ago (2026-08-07 01:09 UTC)1MIT
knowledge-baseSearchRAG SystemsKnowledge & MemoryobittonFlicense-Not gradedqualityBmaintenanceEnables local full-text and semantic search over saved content, providing search and retrieval capabilities via MCP for AI assistants. Updated 19 days ago (2026-09-08 10:21 UTC)-
Elasticsearch MCP ServerSearchRAG SystemsVector DatabasesDhananjayrbirarisAlicense-Not gradedqualityDmaintenanceExposes Elasticsearch semantic search capabilities as MCP tools, enabling ELSER, kNN, and hybrid search with automatic index setup. Updated 5 months ago (2026-04-28 09:41 UTC)MIT
rag-mcp-serverRAG SystemsSearchHizafa-NadeemFlicense-Not gradedqualityCmaintenanceEnables hybrid vector and keyword search over Azure AI Search indexes via an MCP tool, supporting query with embedding generation. Updated 3 months ago (2026-07-11 13:36 UTC)-
SharePoint Search MCPRAG SystemsSearchFredericWallAlicense-Not gradedqualityCmaintenanceEnables semantic search and retrieval over SharePoint documents such as PPTX, DOCX, and PDF files through MCP tools. Updated 5 days ago (2026-09-22 08:54 UTC)Apache 2.0
opensolr-mcpDeveloper ToolsRAG SystemsSearchphpcipAlicenseAqualityBmaintenanceProvides managed Apache Solr search as MCP tools, enabling hybrid retrieval, server-side GPU embeddings, document indexing, and grounded RAG answers without managing infrastructure. Updated 19 days ago (2026-09-09 01:34 UTC)381061 PyPIMIT