Scry MCP Server
MCP serverSearchSearch your team's Storybook components by text or image, so agents reuse what exists.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use Scry MCP Server
From the project's README
As published by epinnock/scry-mcp in README.md.
A spec-compliant remote MCP server on Cloudflare Workers that exposes multi-modal vector search over the Scry component database. Authenticates users via Firebase and issues its own OAuth tokens to MCP clients.
Compatible with Claude Desktop, ChatGPT, Cursor, and any MCP client via mcp-remote.
Architecture
Claude Desktop / ChatGPT / Any MCP Client
│
│ (stdio via mcp-remote)
▼
mcp-remote (local proxy)
│
│ (Streamable HTTP + OAuth 2.1)
▼
Cloudflare Worker ──────────────► Firebase Auth (upstream IdP)
├─ OAuthProvider (token mgmt)
├─ FirebaseAuthHandler (login UI + token verify)
└─ ScryMCP (Durable Object)
│
▼
Scry Search API (Next.js)
├─ POST /api/search — vector search (text, image, hybrid)
├─ GET /api/image/... — image proxy (CDN auth)
└─ POST /api/image/presign — presigned URL generation
The Worker acts as both an OAuth server to MCP clients (issuing its own tokens) and an OAuth client to Firebase (authenticating users upstream). The MCP client never sees the Firebase token.
Tools
| Tool | Description |
|---|---|
search_components | Text-based semantic + keyword hybrid search over UI components. scope: "project" (default) never widens; scope: "org" also returns opted-in, readable sibling projects' rows, marked crossProject |
search_by_image | Visual similarity search using base64 image input; same scope semantics |
get_component_screenshot | Fetch a component screenshot (returns image block + presigned URL) |
whoami | Returns the authenticated user's info |
Project Structure
scry-mcp/
├── src/
│ ├── index.ts # Entry point — OAuthProvider wrapper
│ ├── firebase-handler.ts # Auth handler — login UI + Firebase verification
│ ├── mcp.ts # MCP server — 4 Scry search tools
│ └── utils/
│ └── firebase-verify.ts # Firebase ID token verification (Workers-compatible)
├── test/
│ ├── firebase-verify.test.ts # Unit tests for token verification
│ ├── firebase-handler.test.ts# Integration tests for auth handler
│ ├── mcp.test.ts # Tests for MCP tools
│ ├── e2e.test.ts # E2E smoke tests (requires dev server)
│ └── fixtures/
│ └── tokens.ts # Test JWT fixtures
├── vitest.config.ts
├── wrangler.jsonc
├── package.json
├── tsconfig.json
├── eslint.config.mjs
└── worker-configuration.d.ts
Prerequisites
- Node.js v22+
- A Cloudflare account
- A Firebase project with Authentication enabled
- The Scry Next.js search API running (provides
/api/searchand/api/image/presign)
Local Development
1. Install dependencies
npm install
2. Create local environment file
cp .dev.vars.example .dev.vars
Edit .dev.vars with your values:
FIREBASE_API_KEY=your-firebase-api-key
FIREBASE_AUTH_DOMAIN=your-project.firebaseapp.com
FIREBASE_PROJECT_ID=your-project-id
SCRY_SEARCH_API_URL=http://localhost:3000
SCRY_SEARCH_API_KEY=your-search-api-key
SCRY_CALLER_ASSERTION_SECRET=same-value-as-scry-nextjs-SCRY_CALLER_ASSERTION_SECRET
COOKIE_ENCRYPTION_KEY=any-random-string-for-dev
SCRY_SEARCH_API_KEY is transport auth: it proves a request came from this
worker. SCRY_CALLER_ASSERTION_SECRET signs the short-lived X-Scry-Caller
JWT that tells the search API which user the worker is acting for; it is the
only channel that carries the uid, and the search API verifies it with the same
secret before it trusts the uid. Without the secret the search tools return
SERVER_MISCONFIGURED rather than searching anonymously.
3. KV configuration
The production and staging KV namespaces already exist and are configured in
wrangler.jsonc. Local development uses Wrangler's local KV emulator; no cloud
namespace creation is needed.
4. Start the dev server
npm run dev
The server runs at http://localhost:8787.
5. Test with MCP Inspector
npx @modelcontextprotocol/inspector
# Enter: http://localhost:8787/mcp
Running Tests
# Unit + integration tests
npm test
# With verbose output
npx vitest run --reporter=verbose
# Watch mode
npm run test:watch
# E2E tests (requires dev server running in another terminal)
npm run dev # terminal 1
npm run test:e2e # terminal 2
# Full verification (typecheck + lint + tests)
npm run verify
Deployment
The shared workflow is .github/workflows/deploy.yml, using Node 22 and Wrangler
4.72.0 (the lockfile version). PRs targeting stage or main run typecheck,
lint, widget build and tests without deploying. Feature PRs target stage;
promotion advances main to the tested staging commit.
| Branch | Environment | Worker URL | Wrangler target |
|---|---|---|---|
stage | staging | https://scry-mcp-staging.epinnock.workers.dev | --env staging |
main | production | https://scry-mcp.epinnock.workers.dev | top-level (no --env) |
Pushes to these branches deploy after checks pass; Markdown and docs/** changes
alone do not trigger push CI. Use the workflow's environment choice for a manual
run, selecting the branch whose commit should deploy. Deployments are serialized
per ref and include the Phase 0 commit, branch, build time, run ID, actor and Sentry
release stamps. The smoke gate retries /healthz six times at 10-second intervals
until its commit matches the run SHA, then requires unauthenticated /mcp to return
401 and /.well-known/oauth-authorization-server to return 200.
For an authorized manual deploy, npm run deploy:staging selects staging and
npm run deploy:production (or npm run deploy) retains the existing production
worker and stamp flags. Production intentionally has no env.production block;
use a top-level deploy/dry-run, not --env production.
After this Phase 1 change merges, create stage from the updated main and push
it to trigger the first staging deploy. CI reuses the repository's existing
CLOUDFLARE_API_TOKEN and CLOUDFLARE_ACCOUNT_ID. GitHub deployment environments
are staging and production, with their respective worker URLs. The existing
staging-OAUTH_KV namespace is reused, and Wrangler applies migration v1 to the
new worker's ScryMCP Durable Object; no KV creation or manual DO migration is
needed. Staging uses workers.dev and has no custom routes.
Phase 1 health and OAuth smoke checks work without worker secrets: health reads only stamp vars, the provider builds metadata from the request origin and endpoint configuration, and missing bearer auth returns 401 before accessing KV or services. Firebase sign-in, search and image generation need Phase 2 configuration:
- Add staging
FIREBASE_API_KEY,FIREBASE_AUTH_DOMAIN, andFIREBASE_PROJECT_IDforscry-dev-dashboard-stage. - Set
SCRY_SEARCH_API_URLto the scry-nextjs stable stage alias andSCRY_SEARCH_API_KEYto its stage-only API key. - Set
SCRY_CALLER_ASSERTION_SECRETto the same value as the scry-nextjs Preview deployment'sSCRY_CALLER_ASSERTION_SECRET(wrangler secret put SCRY_CALLER_ASSERTION_SECRET --env staging; production is top-level,wrangler secret put SCRY_CALLER_ASSERTION_SECRET). Generate a distinct value per environment withopenssl rand -base64 48. Set it on scry-nextjs first, with itsALLOW_LEGACY_USER_HEADER=truetransition flag on, then deploy the worker, then turn the flag off. - Add a staging
COOKIE_ENCRYPTION_KEY,GEMINI_API_KEYfor image generation, and optionallySENTRY_DSNfor error reporting. In Phase 2, usewrangler secret put <NAME> --env staging; production secrets remain top-level. - In the staging Firebase console, authorize
scry-mcp-staging.epinnock.workers.devand enable the intended sign-in providers (Google and email/password alongside GitHub).
Do not enable DEV_BYPASS_AUTH on deployed workers. Full authenticated staging
verification follows in Phase 2 after those secrets and Firebase settings exist.
Firebase Setup
- Create a Firebase project at console.firebase.google.com
- Enable Authentication > Sign-in method > Google and/or Email/Password
- Add your Worker's domain to authorized domains: Authentication > Settings > Authorized domains > Add
scry-mcp.<your-account>.workers.dev - Copy config values from Project Settings > General > Web app config:
apiKey,authDomain,projectId
Client Setup (Claude Desktop)
Add to your Claude Desktop config (~/Library/Application Support/Claude/claude_desktop_config.json on macOS):
{
"mcpServers": {
"scry": {
"command": "npx",
"args": [
"mcp-remote",
"https://scry-mcp.<your-account>.workers.dev/mcp"
]
}
}
}
For local development:
{
"mcpServers": {
"scry": {
"command": "npx",
"args": ["mcp-remote", "http://localhost:8787/mcp"]
}
}
}
Restart Claude Desktop. On first launch, a browser window opens for Firebase sign-in. After authenticating, the 4 tools appear in Claude's tool picker.
Auth Flow
Claude Desktop mcp-remote Worker Firebase
│ │ │ │
│── start ──────────►│ │ │
│ │── GET /mcp ─────►│ │
│ │◄── 401 ──────────│ │
│ │ │ │
│ (browser opens) │── GET /authorize►│ │
│ │ │── render login ───►│
│ │ │◄── ID token ───────│
│ │ │ verify + issue │
│ │◄── MCP token ────│ │
│ │ │ │
│── "find buttons" ─►│── tool call ────►│── POST /api/search►
│◄── components ─────│◄── results ──────│◄──────────────────
Security
- Token isolation: Firebase tokens are never exposed to MCP clients. The Worker encrypts them in KV and issues separate MCP-scoped tokens.
- CSRF protection:
__Host-prefixed cookies withHttpOnly,Secure,SameSite=Lax. - Rate limiting: 60 requests/minute per user (sliding window in Durable Object).
- Request timeouts: 30s
AbortControllertimeout on all upstream calls. - Input validation: Zod schemas enforce query length (500 chars), image size (10MB), project ID length (128 chars).
- Presigned URLs: Time-limited (1 hour), generated server-side. R2 credentials never leave the Next.js service. The presign request carries the caller assertion, so the Next.js service signs only keys the user may read.
- Caller identity: the worker sends
X-Scry-Caller, an HS256 JWT overSCRY_CALLER_ASSERTION_SECRET({sub: uid, aud: "scry-search", iat, exp ≤ 60s}), so the sharedSCRY_SEARCH_API_KEYcannot be used to impersonate a user. This assertion is the only identity channel: the search API's transition flag is gone, the unsignedX-User-Idheader is no longer read there, and the worker no longer sends it. - Search scope: explicit
scopeon both search tools, defaultproject, which never widens.orgreturns another project's rows only when that project opted in (discoverableByOrg) and the user can read it.
Available Scripts
| Script | Description |
|---|---|
npm run dev | Start local dev server |
npm run deploy / npm run deploy:production | Stamped production deploy |
npm run deploy:staging | Stamped staging deploy |
npm run typecheck | TypeScript type checking |
npm run lint | ESLint |
npm test | Run unit + integration tests |
npm run test:e2e | Run E2E tests (needs dev server) |
npm run test:coverage | Tests with coverage report |
npm run verify | Full check: typecheck + lint + tests |
Advanced
- Delivery
- scry-mcp MCP server → your ahel gateway (mcp.ahel.ai) → every connected AI client.
- Catalog kind
- mcp-server
- Gateway key
io-github-epinnock-scry-mcp- Source
- github.com/epinnock/scry-mcp
- Hosted endpoint
https://mcp.scrymore.com/mcp