Enables AI agents to securely search and ingest corporate documents via MCP, offering hybrid retrieval, PII sanitization, role-based access control, and citation validation.
Enables AI tools to securely search and retrieve relevant, source-attributed chunks from private local documents via MCP, without sending document content to third-party services.
Enables AI assistants to search, read, and manage documents in a Laserfiche repository via the MCP protocol, with optional write operations and safety controls.
Enables users to ingest documentation from URLs or sitemaps, embed it into a searchable vector index, and expose authenticated MCP tools so AI clients can search and retrieve documentation content directly.