Fine Structure builds your systems, commands autonomous AI agent teams, and gives your business a brain over all your data. Full apps, automation, and integrations from one prompt.
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Last probed Nov 3, 2026 · finestructure.ai
84tools discovered
For AI agents — MCPBundles Directory API
For MCP client apps (human connect):
MCP connect URL: https://finestructure.ai/api/mcp
Skill page: https://www.mcpbundles.com/skills/finestructure-mcp-71b7e7daea
Explore capabilities (84)
read 13
write 12
Showing 25 of 84
Showing 25 of 84 tools from the public preview. Connect the server to inspect the full live tool list.
Get8
Agency5
Check2
List2
Set2
Other capabilities6
Create App
write
create_app
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 App — 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.
Agency: Create Client — 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: List Clients — Agency mode only. List client records and app handoff status for the authenticated agent.
Agency: Create Client App — 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: Create Claim Link — 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: Get Claim Status — Agency mode only. Inspect one handoff status without exposing the raw claim token.
Update App — Update an existing application with a new prompt. The AI modifies the app based on your instructions. Creates a Saved Version before the update. Returns a job_id - poll get_job_status to track progress.
Publish App — Publish an app - freeze current state and make it live at a URL. Also configures whether the public URL is open, app-login gated, private, or inferred from the app.
Get Platform Guide — 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.
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Fine Structure builds your systems, commands autonomous AI agent teams, and gives your business a brain over all your data. Full apps, automation, and integrations from one prompt.
How do I connect Fine Structure to my AI agent?
Use the MCP endpoint listed on this page in your MCP client configuration. One-click install pills support Claude, Cursor, VS Code, and other hosts. Copy the remote MCP URL if your client needs a manual entry.
How many tools does Fine Structure provide?
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Other MCP servers in this category from the directory index
Get Recommended Workflow — 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.
Get Job Status — 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 App Status — Get app overview: files, published state, URL, active jobs.
Get App Links — 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.
List App Domains — List an app's platform path, subdomain, and configured custom domain with verification, SSL, primary-domain, redirect, publish, and login-gating status.
Set App Subdomain — Set or clear the app platform subdomain - the '<subdomain>.<base domain>' host Fine Structure already serves the app on. Runs the same ownership, format, reserved-name and uniqueness checks as the Studio subdomain field because it calls the same model function. Replacing a subdomain takes effect immediately and creates NO redirect: the previous name stops resolving to this app and is released for anyone to claim. Pass an empty subdomain to clear it. For a domain the user owns, use add_custom_dom
Check Subdomain Available — 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'.
Add Custom Domain — 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.
Get Domain Verification — Return the exact DNS records and instructions required to verify and route the app custom domain.
Check Domain Verification — Check Fine Structure custom-domain verification and SSL status for the configured custom domain, then save the latest status.
Set Primary Domain — Set which app host should be treated as primary for generated links and custom-domain redirects.
Remove Custom Domain — Remove the configured custom domain from the app and clean up the platform-side hostname registration when possible.
Get Domain SSL Status — Return SSL/certificate status and pending certificate validation DNS records for the app custom domain.
List Apps — List applications owned by the authenticated user, newest activity first. Returns up to `limit` apps per call plus the total count; page with `offset` when the account has more.
Get App Files — Get the file tree for an app with paths and byte sizes.
Showing the first 25 tools — full list and schemas: Directory API.
MCPBundles probed 84 tools on the live server. The tool list on this page reflects what was discovered at the last refresh — connect your client to see the full set available to your session.
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