Mervext
Extract invoices, receipts and contracts into structured JSON. EU-hosted, per-field confidence.
Install
Add this to your client's MCP configuration (Claude Desktop: claude_desktop_config.json; Cursor: .cursor/mcp.json; VS Code and others use the same "mcpServers" shape).
claude mcp add --transport http mervext 'https://mcp.vstudiodigital.com/mcp'
{
"mcpServers": {
"mervext": {
"type": "http",
"url": "https://mcp.vstudiodigital.com/mcp"
}
}
}
Documentation
From the project's README on GitHub, refreshed weekly. Links open on GitHub.
Contents
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):
{
"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_…orAuthorization: Bearer fw_…header per request
Run locally
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)
npx wrangler deploy
wrangler.toml: workermervext-mcp, routemcp.vstudiodigital.com/*(zone vstudiodigital.com).workers_devis off — route only (no workers.dev subdomain on the account).- Run from WSL — wrangler OAuth lives there (skill:
cloudflare-pages-deploys).
Smoke tests
# 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
- [x] v0 — five tools, stateless HTTP + stdio, tested against the live engine
- [x] 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. - [x] Official MCP registry:
com.vstudiodigital/mervext(DNS-verified publisher) - [x] Static server card at
/.well-known/mcp/server-card.json(metadata for registries/scanning) - [x] 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.
Frequently asked questions
What is Mervext?
Extract invoices, receipts and contracts into structured JSON. EU-hosted, per-field confidence.
How do I install Mervext?
It runs as a remote server. In Claude Code: claude mcp add --transport http mervext 'https://mcp.vstudiodigital.com/mcp'. For other clients, paste the JSON configuration from this page into their MCP settings.
Does Mervext need an API key?
Its registry entry lists no required key or secret. Some features may still need an account with the service it connects to.
Is Mervext open source?
Yes. Its code is on GitHub under the MIT license.
Who maintains Mervext?
It is published by vstudiodigital. AI.tn lists it but does not maintain or endorse it.
From the official MCP Registry. Listing is not an endorsement: review a server's code and permissions before giving it access to your data.