Qdrant MCP Server
by andrewlwn77
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| DEVICE | No | Device for sentence transformers (default: auto-detect) | |
| QDRANT_URL | No | Qdrant server URL | http://localhost:6333 |
| DEFAULT_LIMIT | No | Default search results limit | 10 |
| OPENAI_API_KEY | No | Required when using OpenAI embeddings | |
| QDRANT_API_KEY | No | Qdrant API key (optional) | |
| COLLECTION_NAME | No | Qdrant collection name | mcp_memory |
| EMBEDDING_MODEL | Yes | Model name for the chosen provider | |
| SCORE_THRESHOLD | No | Minimum similarity score | 0.0 |
| EMBEDDING_PROVIDER | Yes | Choose between 'openai' or 'sentence-transformers' |
Instructions
Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.
This server publishes no instructions, or was last inspected before Glama recorded them.
Capabilities
Server capabilities have not been inspected yet.
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
No tools | |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
This server cannot be deployed
Maintenance
ActivityInactive
ResponsivenessNo issues