memory-mcp
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| LLM_MODEL | No | Model name used for extraction and synthesis; also the worker's default. | gpt-5.6-luna |
| QDRANT_URL | Yes | URL of the Qdrant vector database. | |
| LLM_API_KEY | Yes | API key for the OpenAI-compatible endpoint; required for extraction and synthesis. | |
| DATABASE_URL | Yes | PostgreSQL connection string used as the relational source of truth. | |
| LLM_BASE_URL | Yes | Base URL for the OpenAI-compatible endpoint. | |
| DEFAULT_SCOPE | No | Default scope for writes when no explicit scope is supplied. | |
| MEMORY_MCP_URL | No | URL of the MCP server endpoint, used by the example agent. | http://localhost:8000/mcp |
| MEMORY_USER_ID | No | Default user scope identifier; falls back to the local OS account if absent. | |
| RERANKER_MODEL | No | Reranker model name; if unset, an offline keyword reranker is used. | |
| FASTEMBED_CACHE_DIR | No | Cache directory for FastEmbed model assets; defaults to ~/.cache/fastembed. | |
| WORKER_POLL_SECONDS | No | How often the worker polls Postgres for pending work. | 30 |
| EXTRACTION_VOLUME_CAP | No | Pending turn volume threshold before L1 extraction runs. | |
| SYNTHESIS_ATOM_VOLUME | No | Pending atom volume threshold before L2 synthesis runs. | |
| DENSE_EMBEDDING_BACKEND | No | Dense embedding backend: 'fastembed' for local models or 'openai-compatible' for the remote endpoint. | fastembed |
| MEMORY_MCP_TIMEOUT_SECONDS | No | Timeout in seconds for MCP tool calls. | 60 |
| SYNTHESIS_INACTIVITY_MINUTES | No | Inactivity threshold before L2 synthesis runs. | |
| EXTRACTION_INACTIVITY_MINUTES | No | Inactivity threshold before L1 extraction runs. |
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
ActivityMaintained
ResponsivenessNo issues