## I have read the
[CONTRIBUTING.md](<https://github.com/supabase/supabase/blob/master/CONTRIBUTING.md>)
file.
YES
## What kind of change does this PR introduce?
Feature / refactor.
## What is the current behavior?
The dashboard assistant runs `@supabase/mcp-server-supabase` in-process
over an in-memory transport (`lib/ai/supabase-mcp.ts`).
## What is the new behavior?
The assistant connects to the **remote MCP server** over HTTP
(`@ai-sdk/mcp`), forwarding the dashboard session token as a bearer. URL
comes from `NEXT_PUBLIC_MCP_URL` with a local-dev fallback;
platform-only, and Nimbus works via the same env var.
* **Tool model unchanged:** UI-controlled `execute_sql` (with
`needsApproval`) and `deploy_edge_function` still come from Studio; the
allowlist (`TOOL_CATEGORY_MAP`) remains the gate keeping the remote's
write tools away from the assistant (`read_only` is defense-in-depth).
* **Attribution:** sends `x-source-name: supabase-studio` (+
`x-source-version`) → logged as `source_name`/`client_name`.
* **Connection lifecycle:** the HTTP client is closed via the request's
`AbortSignal` (tools execute later during streaming); `signal` is
required on `getTools`/`getMcpTools`.
* **Resilience:** a remote-MCP failure degrades to the remaining tools
instead of failing the assistant.
* **Drift protection:** relied-upon tools are typed against `keyof
typeof supabaseMcpToolSchemas`, so a package bump that renames/removes
one fails `pnpm typecheck`; a runtime check also warns if the deployed
server returns fewer tools.
* Adds unit tests for the above.
## Additional context
* Verified end-to-end against a local remote MCP server with a dashboard
token: `initialize` 200, tools listed, a tool executed, client closed
cleanly.
* The remote MCP (mgmt-api) already accepts dashboard session tokens
(GoTrue-JWT auth path) — no backend change needed. `NEXT_PUBLIC_MCP_URL`
must point at each env's `/mcp`.
* `@supabase/mcp-server-supabase` is kept — still used by the
self-hosted `/api/mcp` routes.
Closes
[AI-137](https://linear.app/supabase/issue/AI-137/switch-dashboard-assistant-to-remote-mcp)
## Rollout
* **Rollout:** merges with `USE_REMOTE_MCP` off (in-process); flip it to
`true` per environment (staging → prod → Nimbus) once each one's
prerequisites land.
* **Rollback:** unset `USE_REMOTE_MCP` and redeploy to fall back to the
in-process client — no revert needed.
## Summary by CodeRabbit
* **Bug Fixes**
* Improved AI request handling so tool loading and generation clean up
properly when a request is cancelled or the browser connection closes.
* Added safer fallback behavior when remote tool loading fails, so AI
features can continue with available tools instead of stopping entirely.
* Updated remote tool access to use the current project reference and
preserve the correct access headers.
<!-- This is an auto-generated comment: release notes by coderabbit.ai
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## Summary by CodeRabbit
* **New Features**
* AI tools now connect more reliably to remote services and stop cleanly
when requests end or are canceled.
* Tool loading is more resilient, continuing with available tools if
remote access is unavailable.
* **Bug Fixes**
* Improved cleanup to prevent lingering connections during SQL
generation and policy workflows.
* Added safer handling for remote tool changes and invalid responses.
* **Tests**
* Expanded automated coverage for remote tool setup, cancellation, and
fallback behavior.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
---------
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
**Stack 1/6** of the TanStack Start migration (#46424), split into
reviewable, independently-mergeable PRs.
> [!IMPORTANT]
> **Next stays the default and only active framework after this PR.**
This wires up the Vite/TanStack-Start build pipeline behind the
`STUDIO_FRAMEWORK` flag, but there are no TanStack routes yet — so the
TanStack build isn't functional or tested until later PRs in the stack.
Nothing about the Next build, dev, or deploy changes behaviourally here.
## What's in this PR
- **Dispatch:** `dev`/`build`/`start` now go through
`scripts/dispatch.js`, which runs the Next variant unless
`STUDIO_FRAMEWORK=tanstack`. The original commands are preserved as
`dev:next`/`build:next`/`start:next`.
- **Build pipeline:** `vite.config.ts`, `serve.js`, `smoke-server.mjs`,
vite/tanstack deps, `turbo.jsonc`.
- **`tsconfig.json`:** `jsx: react-jsx`, `moduleResolution: Bundler`,
`target: ES2022`. Because `include` is `**/*.ts(x)`, this re-typechecks
the whole app, so the companion adaptations below land with it.
- **Shared adaptations (companions to the tsconfig change):**
`BufferSource` casts, `packages/ui` unused-`React` import removals, etc.
- **Routing/middleware plumbing:** `next.config.ts` +
`redirects.shared.ts` (redirect rules now shared with `vercel.ts`),
`proxy.ts`/`start.ts` middleware + `hosted-api-allowlist.ts`.
## Verification
Run locally off `master`: frozen install ✓, `studio` typecheck ✓, **Next
build ✓** (compiles + generates all routes), lint ratchet ✓ ("some rules
improved"), prettier ✓.
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
* **New Features**
* Added a hosted API endpoint allowlist to return 404 for non-supported
`/api/*` routes.
* Introduced a TanStack route-migration checklist and expanded TanStack
Start routing support.
* **Improvements**
* Enhanced deployment refresh/detection by tightening cookie handling
for “latest deployment” updates.
* Centralized redirect/maintenance-mode rules for consistent platform vs
self-hosted behavior.
* Improved production serving with a dedicated static + proxy server and
a post-build smoke test.
* **Dependencies**
* Updated TanStack-related packages and React Table/query tooling
versions.
* **Documentation / Chores**
* Updated formatting and tooling config; added shared build environment
parsing utilities.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
---------
Co-authored-by: Alaister Young <10985857+alaister@users.noreply.github.com>
Co-authored-by: Ivan Vasilov <vasilov.ivan@gmail.com>
## Context
> [!IMPORTANT]
> Will open up for review once CLI PR is merged and deployed so that
it's easier to test
Related PR: https://github.com/supabase/cli/pull/5230
Adding support for vector buckets for local CLI - will need to be tested
locally via `pnpm run dev:studio-local`
## To test
There's a bit of testing instructions in the linear ticket
[here](https://linear.app/supabase/issue/FE-3474/show-vector-buckets-in-local-admin-studio)
as it involves using a branch of CLI - otherwise do reach out to
Fabrizio if any help might be needed, but generally:
### Local CLI
You might need to manually set `isCli` to `true` in `StorageMenuV2` if
the "Vectors" nav item isn't showing up on the storage UI given we're
testing via `pnpm run dev:studio-local`
- [x] Can create bucket
- [x] Can delete bucket
- [x] Can create indexes
- [x] Can insert data into indexes (via FDW)
- [x] Can delete indexes
Known issues (that aren't directly solvable from FE end)
Reach out to Fabrizio for context as we were both investigating this
- PG database needs to be on 17.6 (otherwise there's no S3 vectors FDW)
- Storage version needs to be on 1.59.0
### Self-hosted (This might be tricky to actually test, but just ensure
that the code satisfies this)
- [x] Cannot see vector buckets
### Hosted
- [x] Everything works status quo
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
* **New Features**
* Vector bucket management UI and platform APIs (create/list/delete
buckets & indexes)
* Local S3 credentials endpoint and client-side hook for self‑hosted/CLI
use
* **Bug Fixes**
* Improved S3 vector setup notifications and clearer error guidance for
manual installation
* **Refactor**
* Deployment-mode gating: platform vs CLI/self‑hosted now controls
feature visibility and page behavior
* **Tests**
* Added suites covering deployment-mode gates and vector bucket
error/usage scenarios
* **Chores**
* Build env updated to expose local S3 credential vars
<!-- review_stack_entry_start -->
[](https://app.coderabbit.ai/change-stack/supabase/supabase/pull/46381?utm_source=github_walkthrough&utm_medium=github&utm_campaign=change_stack)
<!-- review_stack_entry_end -->
<!-- end of auto-generated comment: release notes by coderabbit.ai -->
---------
Co-authored-by: Ali Waseem <waseema393@gmail.com>
This pull request refactors the Turbo build configuration by moving each
app's build settings from the root `turbo.json` file into their own
dedicated `turbo.jsonc` files within each app's directory. The root
configuration is simplified to only include generic tasks, improving
maintainability and clarity.
<!-- This is an auto-generated comment: release notes by coderabbit.ai
-->
## Summary by CodeRabbit
* **Chores**
* Updated Turbo to v2.9.3 to improve build performance and stability.
* Reorganized and added per-app build pipeline configurations to
streamline builds and caching across the workspace.
* Removed a Tailwind container-queries plugin from one app's styling
setup.
<!-- end of auto-generated comment: release notes by coderabbit.ai -->