Fine Structure

Attach or replace the app custom domain through the same Fine Structure Studio custom-domain flow. Returns exact DNS verification and routing records for the user to configure at their DNS provider.

Stage one file upsert or delete inside a change set. Does not modify the live app until apply_change_set. Paths follow the Fine Structure app file API, documented at https://finestructure.ai/api/mcp/docs.

Agency mode only. Create a client claim link for an existing app owned by the agent. The client must log in with the invited email before ownership transfers.

Agency mode only. Create or update a client record for an account-level agent. This does not create a verified Fine Structure user account and does not transfer ownership.

Agency mode only. Create a new app owned by the agent, start generation, and create a claim link for the client. Ownership transfers only when the invited client logs in with the same email and accepts the claim link.

Agency mode only. Inspect one handoff status without exposing the raw claim token.

Agency mode only. List client records and app handoff status for the authenticated agent.

Apply a staged change set to the app. Creates a Saved Version before applying. Blocks on validation errors unless force=true.

Connect a platform WhatsApp number to one of the account's agents, so the owner can message that number and reach that agent. Requires the owner to be verified first. Take phone_number_id from get_agent_whatsapp. A number already used by another account is still valid to connect: it answers only this owner's verified phone.

Check Fine Structure custom-domain verification and SSL status for the configured custom domain, then save the latest status.

Check whether a platform subdomain can be claimed before calling set_app_subdomain. Returns available plus a status of available, invalid, reserved, taken, current, or empty, with the exact reason. Pass app_id (an app you own) to have that app's own current subdomain reported as 'current' instead of 'taken'.

Compare the current app files to a Saved Version and return compact per-file diffs.

Compare two Saved Versions and return per-file additions, removals, modifications, and compact diffs.

Configure custom-domain redirect policy: primary domain, optional www/root redirect, and HTTPS enforcement.

Store safe non-secret integration metadata for an app. Use set_secret for API keys/tokens.

Confirm the 6-digit code the owner received on WhatsApp from start_owner_phone_verification. On success the owner is verified: agents can message them, and platform numbers become connectable.

Create a native Fine Structure A/B test between existing app pages. Use update_app first if a variant page still needs to be generated. Creates a Saved Version before the change.

Create an autonomous AI agent on the user's Fine Structure account: a standing worker, not a chat session. It gets the platform's default safe tool policy and its own email address, it can read and write the app database, and once the owner phone is verified (see get_agent_whatsapp) it can message its owner on WhatsApp and by email through the platform system channels. Pair it with schedule_agent_task for recurring work such as following up new leads on WhatsApp each morning, watching an app for runtime errors, or sending a weekly summary. Messaging anyone other than the verified owner requires a channel the owner connects in the Fine Structure Studio.

Create a new application from a natural language prompt. The AI generates a complete web app with pages, components, styling, and data models. Returns a job_id - poll get_job_status to track progress. When the job is done, the app is ready.

Create a staged file change set. Add multiple file changes, validate them as one app state, then apply atomically.

Create/insert records in one app entity. Executes directly for the authenticated app owner and returns the created record ids.

Create an entity schema file in entities/<Entity>.json. Creates a Saved Version before writing.

Delete a native A/B test from an app. Creates a Saved Version before the change.

Delete exact records by ID or exact-match filters. Executes directly for the authenticated app owner; pass expected_count as a safety check to abort on a mismatch.

Delete one app secret by key.

Disconnect the owner's WhatsApp route from a platform number. Removes only this account's route; other accounts sharing the number keep theirs.

Discard a pending staged change set without changing app files.

Get views, unique visitors, conversions, and conversion rates for an A/B test.

Read the WhatsApp state of the connected account: whether the owner's phone is verified, which platform numbers they can connect, and which conversations already route to which agent. Call this first whenever the user asks to talk to an agent on WhatsApp, and repeat its next_step to them.

Traffic analytics for an app's published site over a chosen window: total views, unique visitors, daily series, top pages, top referrer domains and device split.

Deep introspection of an app: entities, pages, settings, integrations, environment variables, and file structure. Use this to understand what an app contains before updating it.

Get the file tree for an app with paths and byte sizes.

Return editor, preview, published path, subdomain, and custom-domain links plus whether each works for anonymous visitors, app users, or Studio users based on publish and auth settings.

Read recent server-side security audit events for an app.

Return safe security context for one owned app: owner id/email, Studio collaborators, generated-app members, route policies, entity policies, and recent security audit entries. Does not return secrets and does not grant access to other apps.

Get app overview: files, published state, URL, active jobs.

Return SSL/certificate status and pending certificate validation DNS records for the app custom domain.

Return the exact DNS records and instructions required to verify and route the app custom domain.

Get all entity (data model) schemas for an app, with record counts. Each entity has fields, types, and relationships.

Get recent runtime errors for an app (last 20). Useful for diagnosing issues before updating.

Poll the status of an async generation job. Use this after create_app or update_app to know when the job is done. Returns status ('running' or 'done'), progress events, and result summary when complete.

Get all pages in an app with their file paths and sizes.

Return a machine-readable Fine Structure / FSe2 guide for AI agents. Call this at the start of an MCP session to learn app files, entities, safe edit workflows, validation, publishing, A/B testing, secrets, and platform rules.

Return editor preview and published/public URLs for an app.

Return the recommended MCP tool sequence for a task type. Use this before creating apps, editing files, seeding data, publishing, setting up A/B tests, restoring versions, or configuring secrets/integrations.

Return server-side preview context: URLs, persisted runtime/network errors, static clickable candidates, pages, and explicit live-browser availability.

Provision a generated-app runtime member with a role. This does not create a Studio collaborator, and the owner role cannot be assigned. password is required: ask the account owner which password the member should get. This tool never generates one, because a generated password would come back in the result and that is a live credential in the conversation transcript.

List the platform A/B tests configured for an app.

List scheduled tasks for one agent (or the whole account), including schedule, status and next_run_at.

List the AI agents on the user's account with id, name, role, status and FineMail address.