mcp-server-qdrant

Dependency freshness

Declared = lowest version the kit's dependency file (package.json, pyproject.toml or requirements.txt) allows. Latest = the npm "latest" tag or the newest PyPI release. TypeScript, the Stripe SDK, FastAPI and other 0.x packages are shown but not counted in the verdict.

What's in the stack

API layer

Pydantic

Detected from declared dependencies. A listed package means it's installed, not necessarily fully wired up.

What the README says you get

• Admin
  Read-only modeEnable read-only mode (disables `qdrant-store` tool)
• Admin
  FastMCP logging levelSet logging level (DEBUG, INFO, WARNING, ERROR, CRITICAL)
• AI
  Semantic memory layerIt acts as a semantic memory layer on top of the Qdrant database.
• AI
  FastEmbed embedding providerEmbedding provider to use (currently only "fastembed" is supported)
• AI
  Configurable embedding modelName of the embedding model to use
• API
  Custom tool descriptionsCustom description for the store tool
• Data
  Store information toolStore some information in the Qdrant database
• Data
  Retrieve information toolRetrieve relevant information from the Qdrant database
• Data
  Local Qdrant databasePath to the local Qdrant database (alternative to `QDRANT_URL`)
• Data
  Search result limitMaximum number of results to return from search
• Deploy
  Multiple transport protocolsThe server supports different transport protocols that can be specified using the `--transport` flag
• Deploy
  Docker supportA Dockerfile is available for building and running the MCP server
• Deploy
  Smithery installationTo install Qdrant MCP Server for Claude Desktop automatically via Smithery
• Testing
  MCP inspectorThe MCP inspector is a developer tool for testing and debugging MCP servers.

Extracted from the kit's README by a local AI model (deepseek-flash) on Sep 29, 2026. Every item is checked against an exact README quote. A README claim is the maker's description, not something we tested.