A
license-
qualityC
maintenanceAn MCP server for semantic code search using Qdrant vector database, enabling natural language queries to find relevant code snippets across indexed codebases.
MIT
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"Qdrant vector database and search engine" matching MCP servers:
- -license-qualityCmaintenanceTurn SEC EDGAR filings into a searchable vector database, enabling natural language queries over company filings through Claude Desktop.
mcp-server-qdrantofficial
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- Flicense-qualityDmaintenanceCombines Neo4j graph database with vector search using OpenAI embeddings for intelligent semantic search across knowledge graphs.3
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- Alicense-qualityBmaintenanceIntegrates RAG into AI agents via MCP Server, supporting multiple vector database technologies for collection management and search operations.11MIT
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- Alicense-qualityDmaintenanceProvides semantic memory capabilities using Qdrant vector database with configurable embedding providers, allowing storage and retrieval of information using vector similarity.2Apache 2.0
- Alicense-qualityBmaintenanceEnables integrating RAG into AI agents via MCP server, supporting multiple vector database technologies.11MIT
- Flicense-qualityDmaintenanceEnables interaction with Qdrant vector database for storing, searching, and managing vectors with automatic text embedding.1
- Flicense-qualityDmaintenanceEnables searching documentation from GitHub repositories and web pages via MCP tools, with in-memory indexing and caching for fast retrieval.