memory-mcp
by isaacriehm
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| EMBED_DIM | No | Embedding vector dimension | 1536 |
| LOG_LEVEL | No | DEBUG / INFO / WARNING | INFO |
| CHAT_MODEL | No | LLM for categorization + primer synthesis | gpt-4o-mini |
| GITHUB_PAT | No | GitHub Personal Access Token with repo scope | |
| DB_PASSWORD | No | PostgreSQL password (same as in DATABASE_URL) | |
| PG_POOL_MAX | No | asyncpg max pool connections | 10 |
| PG_POOL_MIN | No | asyncpg min pool connections | 1 |
| DATABASE_URL | Yes | PostgreSQL connection string | |
| MCP_TRANSPORT | No | FastMCP transport mode | streamable-http |
| OPENAI_API_KEY | Yes | OpenAI API key (for embeddings + LLM) | |
| EMBEDDING_MODEL | No | OpenAI embedding model | text-embedding-3-small |
| OPENAI_TIMEOUT_S | No | Per-request OpenAI timeout (seconds) | 60 |
| DEFAULT_LIST_LIMIT | No | Default result count for list_categories | 50 |
| GITHUB_BACKUP_REPO | No | Target repo in owner/repo format (e.g. isaacriehm/memory-backup) | |
| OPENAI_MAX_RETRIES | No | Exponential-backoff retry limit | 5 |
| DEFAULT_SEARCH_LIMIT | No | Default result count for search_memory | 10 |
| FASTMCP_JSON_RESPONSE | No | Set to 1 to force JSON responses | |
| BACKUP_INTERVAL_SECONDS | No | Seconds between backups (default: 21600 = 6 hours) | 21600 |
| PRIMER_UPDATE_MAX_AGE_S | No | Max seconds before auto primer regeneration | 3600 |
| MAX_CONCURRENT_API_CALLS | No | Semaphore for parallel OpenAI calls | 5 |
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