Mnemosure
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| DASHSCOPE_API_KEY | Yes | Your Qwen Cloud (DashScope) API key. Required at runtime. | |
| MNEMOSURE_DATA_DIR | No | Override the directory where memories are stored (default: ~/.mnemosure). | |
| MNEMOSURE_MODEL_BRAIN | No | Override the main answer model ID (default: qwen3.7-plus-2026-05-26). | |
| MNEMOSURE_MODEL_EMBED | No | Override the embedding model ID (default: text-embedding-v4). | |
| MNEMOSURE_MODEL_RERANK | No | Override the rerank model ID (default: qwen3-rerank). | |
| MNEMOSURE_MODEL_CLASSIFY | No | Override the extraction/judge/classify model ID (default: qwen3.5-flash). |
Capabilities
Features and capabilities supported by this server
| Capability | Details |
|---|---|
| tools | {
"listChanged": false
} |
| prompts | {
"listChanged": false
} |
| resources | {
"subscribe": false,
"listChanged": false
} |
| experimental | {} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| recallA | Answer a question grounded in stored memories. Says "not in the record" when it doesn't know; cites sources when it does; corrects superseded facts. query: the question (any language — the answer follows the question's language) returns: {"confidence": "certain|vague|unknown", "answer": grounded answer with sources, "cited": [memory ids]} |
| rememberA | Extract durable memories (decisions, changes, failures, facts) from a conversation or session text. When a new decision overrides an old one, links supersedes/because automatically. session_text: the raw conversation/session text to remember date : 'YYYY-MM-DD' (defaults to today) title : human-readable session title used for source citations (optional) returns : {"stored": [{"id", "content", "kind"}, ...], "count": n} |
| list_memoriesA | List the memory warehouse (by default only currently-valid memories). include_superseded: when True, also include old memories that have been superseded each item: {"id", "content", "kind", "scope", "status", "source"} |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
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