Skip to main content
Glama
amansingh0311

MCP Qdrant Server with OpenAI Embeddings

by amansingh0311
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python
Hybrid

Related Servers

Alternatives to MCP Qdrant Server with OpenAI Embeddings

No user-submitted related servers found.

    Related Servers

    • Qdrant MCP Server

      mhalder
      A
      license
      Not graded
      quality
      C
      maintenance
      Enables semantic search and document management using a local Qdrant vector database with OpenAI embeddings. Supports natural language queries, metadata filtering, and collection management for AI-powered document retrieval.
      70 npm
      37
      MIT

    • Better Qdrant MCP Server

      wrediam
      A
      license
      B
      quality
      D
      maintenance
      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.
      4
      39 npm
      4
      MIT

    • qdrant-mcp

      msstnk
      A
      license
      Not graded
      quality
      D
      maintenance
      MCP server for document ingestion and semantic search on Qdrant. Enables ingesting local documents, generating embeddings with OpenAI, and performing vector search with metadata filters.
      Apache 2.0

    • qmcp

      BigKAA
      A
      license
      Not graded
      quality
      C
      maintenance
      Semantic search server for code and documentation using Qdrant vector database. Supports multi-language indexing, live updates, and natural language queries.
      1
      Apache 2.0

    • mcp-server-qdrant

      vaporif
      A
      license
      Not graded
      quality
      C
      maintenance
      MCP server for Qdrant vector database with local BERT embeddings. Enables semantic search and vector storage operations through natural language.
      MIT

    • qdrant-llamaindex-mcp-server

      azhang
      A
      license
      B
      quality
      D
      maintenance
      An MCP server for querying and managing LlamaIndex documents stored in Qdrant vector databases, with automatic embedding model detection and extensive tools for search, retrieval, and collection management.
      17
      Apache 2.0

    This server cannot be deployed

    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources