mcp_engram_tensor_recall
Retrieve working memory tensors by exact pin (tensor:/design:name) or semantic query using NVSA math over NVMe. Supports seed concepts and caps entries/edges.
Instructions
Solid-State Tensor — addressable working memory for agents. Pin mode: query contains tensor:/design: name → direct fetch (bypasses relational path). Semantic mode: BVH over tensor:/design: only when nvme_recall_ready (poll get_backend_readiness). Optional seed_concept forces a named entry. Caps: 12 entries / 32 edges (truncated flag when exceeded). 1-hop bond expansion is tensor:/design: only.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| k | No | Max semantic seed hits (default 5, max 20) | |
| query | Yes | Pin: tensor:my_entry or design:foo. Semantic: natural language (requires nvme_recall_ready). | |
| scope | No | Deprecated — tensor recall uses dedicated pin/semantic paths | |
| seed_concept | No | Optional tensor:/design: concept to force-include (post-upsert pin) | |
| include_presentation | No | Deprecated — presentation stratum not used on tensor path (ignored) |