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Usage

Select the backend and approved document source through AgentConfig or the runtime environment, then start the MCP server:

vector-mcp

The document root is supplied by the deployment and is required only for filesystem ingestion. MCP callers never pass an absolute host path: use include_configured_directory=true to ingest that root, or provide document_paths as relative names beneath it. URLs, traversal, symbolic links, oversized inputs, and paths outside the configured root are rejected before a backend sees them.

Discover the current tool schema before ingestion or search. GraphOS callers should use vector-mcp-operations, preserve tenant/ACL metadata, and verify counts and opaque references without returning raw source content in validation evidence.

Before persistence, inline and file-derived text passes through the shared PII sanitizer. Reader metadata that can identify a file, directory, URI, URL, or source location is discarded, and document identifiers are derived from sanitized content.