Mervext README | AllMCPs

mervext-mcp

MCP server for Mervext — documents in, structured JSON out, for AI agents (Claude, Claude Code, Codex, Cursor, Hermes, Gemini CLI, …).

Thin wrapper over the deployed Mervext engine (https://api.vstudiodigital.com). Standalone: no changes to the engine repo, no state, no stored secrets.

Hosted endpoint (live)

https://mcp.vstudiodigital.com/mcp — Streamable HTTP, stateless, on Cloudflare Workers (scale-to-zero). Health: GET /healthz.

Client config (any MCP client that supports HTTP + headers):

config.json

{
  "mcpServers": {
    "mervext": {
      "type": "http",
      "url": "https://mcp.vstudiodigital.com/mcp",
      "headers": { "X-API-Key": "fw_…your key…" }
    }
  }
}

The API key is supplied per request by the client — the worker stores nothing, keeps no sessions, and holds no secrets. Get a key with free trial credits at https://mervext.com, or mint a device key: POST /v1/keys/device.

Tools

Tool	What it does
`extract_document`	One document (PDF / photo / text) → structured JSON with per-field confidence. Built-in schema id or your own `schema_json`.
`classify_document`	Detect document type without extracting fields.
`list_schemas`	The built-in schemas (id + what each extracts).
`check_balance`	Plan, remaining credits, usage.
`delete_document`	Explicit zero-retention delete by document id.

Auth

The MCP client supplies the Mervext API key; the server never stores it:

stdio: MERVEKT_API_KEY=fw_live_…
HTTP: X-API-Key: fw_… or Authorization: Bearer fw_… header per request

Run locally

Terminal

npm install
npm run build

# stdio (local clients)
MERVEKT_API_KEY=fw_live_… node dist/stdio.js

# HTTP (local / testing)
node dist/http.js            # :8787 — POST /mcp, GET /healthz

Engine base URL override: MERVEKT_API_URL (default https://api.vstudiodigital.com).

Deploy (Cloudflare Workers)

Terminal

npx wrangler deploy

wrangler.toml: worker mervext-mcp, route mcp.vstudiodigital.com/* (zone vstudiodigital.com). workers_dev is off — route only (no workers.dev subdomain on the account).
Run from WSL — wrangler OAuth lives there (skill: cloudflare-pages-deploys).

Smoke tests

bash

# stdio, against the live engine (1–2 credits)
node scripts/mcp-smoke.ts [--image path.jpg] [--schema invoice]

# hosted worker, real Streamable-HTTP client
MERVEKT_API_KEY=… node scripts/mcp-http-smoke.ts [https://…/mcp]

Status

v0 — five tools, stateless HTTP + stdio, tested against the live engine
Hosted on Cloudflare Workers — live at mcp.vstudiodigital.com, verified end-to-end through the hosted stack: text invoice 2.1 s (confidence 1.0, source-grounded); scanned receipt without a text layer (vision path) 7.6 s; clean 422 naming valid schemas for raw images.
Official MCP registry: com.vstudiodigital/mervext (DNS-verified publisher)
Static server card at /.well-known/mcp/server-card.json (metadata for registries/scanning)
Smithery: contact-3yen/mervext — published
mcp.so / Glama (public-repo listings)

License

MIT — see LICENSE.

Not in the Mervext product repo on purpose — that repo runs its own deploy pipeline.