About NeuroVault
NeuroVault is an MCP server in the RAG category: neuroVault - A self-evolving 3D knowledge brain that runs entirely on your machine. SQLite + FTS5, 31 autonomous circuits, HNSW vector search, Obsidian vault, MCP integration.
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Install
From source
git clone https://github.com/sirdath/NeuroVaultThis server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.
Tools (7)
check_duplicate(content, threshold)Pure cosine pre-check before `remember()`.
Parameters not published.
rebuild_wikilinksRe-resolve every `[[wikilink]]` across the brain — fixes forward references and links to titles with a `(parenthetical)` suffix.
Parameters not published.
recall(q, mode, limit, rerank?)Hybrid search — semantic + BM25 + graph via RRF; every hit carries `why` + `kind` + `created_at` + `source` + `agent_id`. `rerank` opts the cross-encoder in per call. PageRank prior in Analytics mode.
Parameters not published.
recall_chunks(q, limit)Same retrieval, returns matching paragraphs instead of whole notes. Cheaper.
Parameters not published.
related(engram_id, hops, link_types?)Direct graph neighbours of an engram. ~50× cheaper than a fresh recall.
Parameters not published.
remember(content, title?, dedupe?)Save a memory (chunk + embed + entities + graph link).
Parameters not published.
session_start(agent?, since?)Wake-up: brain stats + L0 identity + top memories + open todos in one call. Pass `agent=X` to scope it to X's own recent engrams + X's inbox instead of the brain-wide view.
Parameters not published.
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