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Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
DASHSCOPE_API_KEYYesYour Qwen Cloud (DashScope) API key. Required at runtime.
MNEMOSURE_DATA_DIRNoOverride the directory where memories are stored (default: ~/.mnemosure).
MNEMOSURE_MODEL_BRAINNoOverride the main answer model ID (default: qwen3.7-plus-2026-05-26).
MNEMOSURE_MODEL_EMBEDNoOverride the embedding model ID (default: text-embedding-v4).
MNEMOSURE_MODEL_RERANKNoOverride the rerank model ID (default: qwen3-rerank).
MNEMOSURE_MODEL_CLASSIFYNoOverride the extraction/judge/classify model ID (default: qwen3.5-flash).

Capabilities

Features and capabilities supported by this server

CapabilityDetails
tools
{
  "listChanged": false
}
prompts
{
  "listChanged": false
}
resources
{
  "subscribe": false,
  "listChanged": false
}
experimental
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
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 Says "not in the record" when it doesn't know; cites sources when it does; corrects superseded facts.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include_superseded: when True, also include old memories that have been superseded each item: {"id", "content", "kind", "scope", "status", "source"}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

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

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