mcp-server-qdrant

• MCP Memory Server with Qdrant Persistence

  delorenj

  -

  security

  F

  license

  -

  quality

  Facilitates knowledge graph representation with semantic search using Qdrant, supporting OpenAI embeddings for semantic similarity and robust HTTPS integration with file-based graph persistence.

  Last updated 9 months ago

  1

  18

• MCP Server for Qdrant

  Jimmy974

  -

  security

  F

  license

  -

  quality

  A Machine Control Protocol (MCP) server that enables storing and retrieving information from a Qdrant vector database with semantic search capabilities.

  Last updated 9 months ago

• Better Qdrant MCP Server

  wrediam

  A

  security

  A

  license

  A

  quality

  A Model Context Protocol server that enables semantic search capabilities by providing tools to manage Qdrant vector database collections, process and embed documents using various embedding services, and perform semantic searches across vector embeddings.

  Last updated 8 months ago

  4

  57

  1

  MIT License

• MCP Qdrant Server with OpenAI Embeddings

  amansingh0311

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  security

  F

  license

  -

  quality

  This server enables semantic search capabilities using Qdrant vector database and OpenAI embeddings, allowing users to query collections, list available collections, and view collection information.

  Last updated 5 months ago

  6

• Qdrant Retrieve MCP Server

  gergelyszerovay

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  security

  A

  license

  -

  quality

  Enables semantic search across multiple Qdrant vector database collections, supporting multi-query capability and providing semantically relevant document retrieval with configurable result counts.

  Last updated 8 months ago

  46

  MIT License

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• PDF Reader MCP Server

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  A Model Context Protocol server that extracts and processes content from PDF documents, providing text extraction, metadata retrieval, page-level processing, and PDF validation capabilities.

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• mcp-glama-demo

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• MCP VectorStore Server

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  Provides advanced document search and processing capabilities through vector stores, including PDF processing, semantic search, web search integration, and file operations. Enables users to create searchable document collections and retrieve relevant information using natural language queries.

  Last updated 4 months ago

  MIT License

• zendesk-mcp-server

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  A

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  This server provides a comprehensive integration with Zendesk. Retrieving and managing tickets and comments. Ticket analyzes and response drafting. Access to help center articles as knowledge base.

  Last updated 2 months ago

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• MCP Image Server

  IA-Programming

  A

  security

  A

  license

  A

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  A Model Context Protocol server that enables fetching and processing images from URLs, local file paths, and numpy arrays, returning them as base64-encoded strings with proper MIME types.

  Last updated 5 months ago

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  MIT License