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' |
Schema
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
No tools | |