mcp-project-searchVector DatabasesSearchsirius-tangzhimingAlicense-Not gradedqualityCmaintenanceA project search MCP server based on Milvus vector database, supporting semantic search, hybrid search, and exact scalar queries. Updated 4 months ago (2026-06-10 14:00 UTC)MIT
mcp-server-milvusVector DatabasesRAG SystemsSearchdanchevAlicense-Not gradedqualityDmaintenanceProvides MCP tools to interact with Milvus vector database, enabling vector search, text search, hybrid search, and collection management. Updated 9 months ago (2026-01-04 04:54 UTC)1Apache 2.0
mcp-server-qdrantVector DatabasesRAG SystemsvaporifAlicense-Not gradedqualityCmaintenanceMCP server for Qdrant vector database with local BERT embeddings. Enables semantic search and vector storage operations through natural language. Updated 4 months ago (2026-06-04 01:30 UTC)MIT
@dotlab-hq/vector-store-mcpVector DatabasesSearchdotlab-hqAlicenseAqualityDmaintenanceMCP server for OpenAI Vector Store API, managing vector stores, files, file batches, and semantic search. Updated 3 months ago (2026-06-12 16:26 UTC)215 npmMIT
mcp-pymilvus-code-generateRAG SystemsDeveloper ToolsbrcarryAlicense-Not gradedqualityDmaintenanceAn MCP server that retrieves relevant code snippets and documents to assist in generating pymilvus code, converting between ORM and client, and translating Milvus code between programming languages. Updated a year ago (2025-05-12 00:11 UTC)MIT
mariadb-mcpDatabasesVector DatabasesRAG Systemsuncleg-devAlicense-Not gradedqualityDmaintenanceMCP server for interacting with MariaDB databases, supporting standard SQL operations and optional vector/embedding search. Updated a year ago (2025-09-24 17:06 UTC)MIT