anneal-memory adds structural defenses at the citation layer that the systems surveyed below don't ship. Patterns earn promotion through cited
anneal-memory adds structural defenses at the citation layer that the systems surveyed below don't ship. Patterns earn promotion through cited episode evidence with
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Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.
| Tool | What it does |
|---|---|
| record | When something important happens — a decision, observation, tension, question, outcome, or context change |
| recall | Before making decisions that might have prior context. Query by time, type, keyword, or ID. A multi-word keyword is matched as an exact phrase first, then word |
| prepare_wrap | At session end — returns episodes + current continuity + association context + compression instructions |
| save_continuity | After compressing — server validates structure, citations, records associations, applies decay, and saves |
| delete_episode | Remove content that should not exist (PII, sensitive data). Cascades to associations. Logged in audit trail (best-effort: the deletion is never failed by an aud |
| status | Check memory health: episode counts, wrap history, continuity size, association network metrics |
| wrap_cancel | Abandon a wrap that is open and will not be finished — the escape hatch when prepare_wrap refuses with "a wrap is already in progress". Episodes are not deleted |
| crystal_recall | Recall crystallized (graduated, long-term) patterns relevant to a query — the on-demand semantic tier. Keyword scoring is corpus-aware (rare, distinctive terms |
| crystal_index | The always-on name + one-clause menu of the crystallized store — what graduated wisdom exists, so the agent isn't blind to its own corpus (the bodies fill on cu |
| spore_ | The prospective (spore) layer — open loops that must resolve, distinct from retrospective memory: spore_add / spore_list / spore_surface / spore_get / spore_upd |
{
"mcpServers": {
"anneal_memory": {
"command": "uvx",
"args": [
"anneal-memory",
"--project-name",
"MyProject",
"serve"
]
}
}
}From the project documentation. Replace placeholders and example paths before connecting.
Store entities, relations and observations in a local knowledge graph with the reference Memory MCP server.
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