Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| MEMOVAULT_DATA_DIR | No | The directory path where memory data will be stored. | ./memovault_data |
| MEMOVAULT_LLM_BACKEND | No | The LLM backend to use, typically 'openai' or 'ollama'. | |
| MEMOVAULT_OPENAI_MODEL | No | The OpenAI model to use (e.g., gpt-4o-mini). | gpt-4o-mini |
| MEMOVAULT_MEMORY_BACKEND | No | The storage backend for memories, either 'vector' for semantic retrieval or 'simple' for JSON storage. | |
| MEMOVAULT_OPENAI_API_KEY | No | Your OpenAI API key, required if using the 'openai' backend. | |
| MEMOVAULT_EMBEDDER_BACKEND | No | The backend used for generating embeddings (e.g., 'openai', 'ollama', or 'sentence_transformer'). |
Capabilities
Features and capabilities supported by this server
| Capability | Details |
|---|---|
| tools | {
"listChanged": true
} |
| prompts | {
"listChanged": false
} |
| resources | {
"subscribe": false,
"listChanged": false
} |
| experimental | {} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| add_memory | Store new information in memory. Use this to remember facts, preferences, events, or any important information the user wants to persist across sessions. Args: content: The information to remember memory_type: Optional type (fact, preference, event, opinion, procedure, personal) Returns: Confirmation message with the memory ID |
| search_memories | Search for relevant memories. Use this to find stored information related to a topic or question. Args: query: What to search for top_k: Maximum number of results (default: 5) Returns: Dictionary with matching memories |
| chat_with_memory | Chat with memory-enhanced responses. Use this for questions where stored memories might provide context. The response will incorporate relevant memories automatically. Args: query: User's question or message top_k: Number of memories to use as context (default: 5) Returns: AI response enhanced with relevant memories |
| get_memory | Retrieve a specific memory by ID. Args: memory_id: The unique identifier of the memory Returns: The memory content and metadata |
| delete_memory | Remove a specific memory. Args: memory_id: The unique identifier of the memory to delete Returns: Confirmation message |
| list_memories | Show recent memories. Args: limit: Maximum number of memories to return (default: 10) Returns: Dictionary with list of recent memories |
| clear_memories | Clear all stored memories. Warning: This permanently deletes all memories! Returns: Confirmation message |
| memory_status | Get the current status of the memory system. Returns: Dictionary with status information |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |