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ai-integr8tor

mcp-server-qdrant

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
QDRANT_URLNoURL of the Qdrant server (e.g., http://localhost:6333)
QDRANT_API_KEYNoAPI key for the Qdrant server
COLLECTION_NAMENoName of the default collection to use
EMBEDDING_MODELNoName of the embedding model to usesentence-transformers/all-MiniLM-L6-v2
QDRANT_READ_ONLYNoEnable read-only mode (disables qdrant-store tool)false
QDRANT_LOCAL_PATHNoPath to the local Qdrant database (alternative to QDRANT_URL)
EMBEDDING_PROVIDERNoEmbedding provider to use (currently only 'fastembed' is supported)fastembed
QDRANT_SEARCH_LIMITNoMaximum number of results to return from search10

Capabilities

Features and capabilities supported by this server

CapabilityDetails
tools
{
  "listChanged": true
}
prompts
{
  "listChanged": false
}
resources
{
  "subscribe": false,
  "listChanged": false
}
experimental
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
qdrant-findA

Look up memories in Qdrant. Use this tool when you need to:

  • Find memories by their content

  • Access memories for further analysis

  • Get some personal information about the user

qdrant-storeC

Keep the memory for later use, when you are asked to remember something.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

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