vault_explain

MCP tool from Pulse8 Ai Cortex Knowledge Vault by synpulse8-opensource

Explain a note: summary, provenance, sources, links in/out, contradictions

How to use it

vault_explain is exposed by the Pulse8 Ai Cortex Knowledge Vault MCP server. Add the server to your MCP client (Claude Desktop, Cursor, Windsurf and others), and the vault_explain tool becomes available to the model automatically. See the full listing for setup details and every tool this server provides.

FULL PULSE8 AI CORTEX KNOWLEDGE VAULT LISTING

Other tools in Pulse8 Ai Cortex Knowledge Vault (13)

vault_compile

Compile unprocessed raw sources into wiki Markdown via MarkItDown

vault_context

Build a context window: search → graph traversal → ranked subgraph. Supports asresource=true

vault_feedback

Submit feedback on vault quality (status: OPEN; optional relatedpaths and outcome: useful / dead-end / corrected)

vault_impact

Walk everything downstream of a note (change-impact analysis)

vault_ingest

Ingest raw content or binary files (supports contentbase64 for binary)

vault_link

Create, query, or delete graph edges

vault_list_feedbacks

List feedback note metadata (paths, tags, status; not full body)

vault_path

Shortest paths between two notes — "what connects X to Y", every hop typed and origin-labeled

vault_read

Read a note by path

vault_resource_read

Read a server-stored MCP resource by ID (fallback for clients without resources/read)

vault_search

Search the vault (keyword / semantic / hybrid). Supports asresource=true

vault_trace

Trace a note's lineage: provenance, raw sources, and edges labeled extracted / inferred / manual

vault_write

Create or update a note