Turn supplied document evidence or raw operational text into a publication-ready workflow diagram with source references, clean vector SVG, Mermaid, Excalidraw scene, and interactive Studio deep link (studioUrl). HOW TO STRUCTURE TEXT INPUTS: Either pass sources (array of 1..60 verbatim chunks {id, locator, excerpt} where each excerpt is <= 2000 chars with exact numbers/actors/thresholds preserved) OR pass raw text and Unseen will automatically segment it into source chunks. EDITING GUIDANCE: For cosmetic/styling/annotation edits, edit the returned <svg> XML directly. For structural/topological edits (adding/removing nodes or rerouting branches), edit spec (VisualSpec JSON) and call autofix_workflow ($0 deterministic connector healing + fresh SVG/Mermaid/Excalidraw) or revise_workflow.

Apply targeted delta revisions to an existing VisualSpec workflow diagram (e.g. modify node labels, adjust roles like step vs decision, add/remove edges, or heal connections) while preserving Visual Contract v0.1 validity and source grounding.

Deterministic connector healing and full visual re-rendering ($0 compute cost, instant, unlimited). Rescues orphan nodes, heals broken or missing decision branches, recomputes deterministic orthogonal layout, and returns fresh spec, svg, mermaid, excalidraw, and studioUrl. Use this tool after making direct structural edits to VisualSpec JSON (nodes / edges), or when a user asks to autofix connectors.

Bundled free semantic verification and repair powered by TypeSafe Jev. Audits the VisualSpec against its cited sources[] for unsupported claims, missing decision branches, and role accuracy, applies targeted repair if actionable issues are found, and returns the enhanced spec, svg, mermaid, excalidraw, studioUrl, and Jev quality metrics.

Discover distinct operational workflows from multi-section documents or raw text before compiling. Returns candidate workflows (id, title, description, sourceIds) audited by TypeSafe Jev.

Retrieve an existing VisualSpec workflow by jobId or visualId, returning the spec, SVG layout, and Mermaid diagram.

Step 1 of Agent & Human Login (Email + OTP): Sends a 6-digit Login OTP (UNSEEN_LOGIN_OTP) to the user's email address. This is a passwordless Login OTP (NOT a password reset). Once called, the agent can either read the 6-digit UNSEEN_LOGIN_OTP directly from the user's email (when the user has granted email access) or ask the user in chat for the 6-digit code, then call auth_verify_otp.

Step 2 of Agent & Human Login (Email + OTP): Verifies the 6-digit Login OTP sent to email and returns { token: 'utok_...', user } (30 free credits / 3 visuals per month on new accounts). Pass the returned token as Authorization: Bearer <token> or in the authToken argument of subsequent MCP tool calls.

Authenticate an existing Unseen account using email and password (or create one if register: true), returning { token: 'utok_...', user } for use in Authorization: Bearer <token> or authToken.