MCP server for terminal commands, file operations, and process management
OCR is installed from its publisher's own source and answers where it runs, so this marketplace is not in the path of a single call. There is no address here to send one to, and a panel that pretended otherwise would be showing you an answer we made up. Install it and call it from your own client — the Installation tab has the entry for each one.
What it does
Arabic-first OCR, translation and document extraction. First call mints a free trial key.
Quickstart
# 1 — add it to Claude Code
claude mcp add --scope user --transport http ocr-mcp https://api.auto-reader.com/mcp
# 2 — ask your agent for something these tools do
# extract_document, ocr_image, read_manga and 4 more
OCR costs nothing on mcprush: there is no plan to choose here, no cap to set and nothing mcprush can bill you for.
Collected from a public index. Nobody has claimed this account, so nothing here was written by its author — claim it if it is yours.
Where are you running it?
Every route below installs the same thing and ends at the same approval screen. Nothing here runs on your machine and nothing runs on ours: this server answers at its publisher’s own address, and what you install is the connection straight to it.
This is a public server: it answers at its publisher’s own address and this marketplace is not in the path. Claude Code registers it in one command; --scope user makes it available in every project. The transport below is http, as the publisher's own manifest declares it.
claude mcp add --scope user --transport http ocr-mcp https://api.auto-reader.com/mcpReconnect, or start a new session, and the tools appear in the model’s tool list.
One config entry pointing straight at the publisher’s own address — this marketplace is not in the path, and nothing from this listing executes on your machine.
7 tools, with what each one reads, writes and reaches shown before you agree — the same list on every route above. Read the tool surface.
Tool surface
What the model actually sees. Descriptions are diffed on every release — see version history.
Extract STRUCTURED FIELDS from a document image: invoices, receipts, ID cards — or any custom JSON schema you supply. Every field returns {value, confidence, box} where the confidence and box come from the OCR geometry (never model guesswork); absent fields are null. preset="zatca" additionally decodes the Saudi ZATCA e-invoice QR (TLV) and cross-validates it against the printed fields — use it fo
| Parameter | Type | Required | Notes |
|---|---|---|---|
| image_base64 | string | yes | The document image as base64 (data: URI prefix accepted). |
| preset | string | no | Built-in schema. Use zatca for Saudi e-invoices (adds QR validation). |
| schema | object | no | Custom extraction schema instead of a preset: an object whose keys are the fields you want, values describing them, e.g. {"policy_number": "string|null"}. |
| lang | string | no | Language hint; default auto. |
| api_key | string | no | Optional Auto-Reader OCR key (nsk_live_...). If omitted, a free trial key is auto-provisioned and returned to you in the result. |
Extract text from an image with GPU OCR. Best-in-class Arabic (plus Persian/Urdu) accuracy, manga-aware vertical Japanese, and strong English, French, Spanish, German, Chinese, Korean, Russian, Italian and Portuguese — 13+ languages. Automatic language and script detection with lang="auto". Returns reading-order layout text (right-to-left aware, paragraph-gapped) that is ready to feed an LLM or sh
| Parameter | Type | Required | Notes |
|---|---|---|---|
| image_base64 | string | yes | The image encoded as base64 (a data: URI prefix is accepted and stripped). |
| lang | string | no | Language/script hint. Default "auto" detects it. Codes: ar, fa, ur, en, fr, es, de, ja, zh, ko, ru, it, pt. |
| mode | string | no | Content hint that tunes detection and prompts. Default "document". |
| quality | string | no | "standard" (default) lets a confidence gate decide whether the vision model re-reads the page. "high" always re-reads it — use when accuracy matters more than cost or latency (costs 2 extra credits an |
| api_key | string | no | Optional Auto-Reader OCR key (nsk_live_...). If omitted, a free trial key is auto-provisioned and returned to you in the result. |
OCR a comic/manga page, routed by LANGUAGE (not the blanket "manga = Japanese" assumption). Japanese goes to the manga specialist reader that reads vertical, hand-lettered speech bubbles in right-to-left order; Korean manhwa, Chinese manhua and other scripts use their own OCR pack; low-confidence pages escalate to the vision model. Returns text blocks in reading order plus the detected language, t
| Parameter | Type | Required | Notes |
|---|---|---|---|
| image_base64 | string | yes | The manga/comic page as base64 (a data: URI prefix is accepted and stripped). |
| lang | string | no | Language hint. Default "auto". Codes: ja (manga specialist), ko, zh, ar, en, fr, es, de, ru, it, pt. |
| api_key | string | no | Optional Auto-Reader OCR key (nsk_live_...). If omitted, a free trial key is auto-provisioned and returned to you in the result. |
Translate text between 13+ languages with an LLM. Arabic-first quality, with formality control (formal/informal) and optional context to disambiguate meaning. Handles both short dictionary-style word lookups and full documents. Returns the translation and, when available, alternative phrasings.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| text | string | yes | The text to translate. |
| target_lang | string | yes | Target language, as a name or code (e.g. English, Arabic, ar, ja, fr). |
| formality | string | no | Optional register for the output. |
| context | string | no | Optional background text that improves accuracy (it is not translated). |
| api_key | string | no | Optional key (nsk_live_...). Auto-provisioned if omitted. |
One call: OCR an image, then translate every line into target_lang. Arabic-first OCR and manga-aware Japanese with right-to-left-aware layout, followed by LLM translation. Automatic source-language detection. Provide the image as base64. Ideal for reading foreign documents, signs, manga, or receipts end-to-end in a single step.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| image_base64 | string | yes | The image encoded as base64 (a data: URI prefix is accepted and stripped). |
| target_lang | string | yes | Language to translate into, as a name or code (e.g. English, ar, ja). |
| api_key | string | no | Optional key (nsk_live_...). Auto-provisioned if omitted. |
Check your Auto-Reader OCR key: tier, remaining daily free credits, prepaid credit balance, subscription allowance, and per-minute rate limit. Use it to throttle yourself before hitting a limit.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| api_key | string | no | Optional key (nsk_live_...). Auto-provisioned if omitted. |
Provision a new Auto-Reader OCR API key instantly, with no human steps. Pass an optional email to unlock the larger free tier (about 250 credits/day, vs about 25/day for an email-less trial key). Store the returned key and pass it as api_key on future calls.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| string | no | Optional email to attach for the larger free tier and a verification link. |
- Every tool — any call limit is its publisher’s, not ours
- No card, and mcprush charges nothing for it
- Runs at its publisher’s own address — this marketplace is not in the path
- Nothing to cap, because mcprush bills nothing
What counts against your monthly calls
| Tool | Unit | Calls used | Out of the allowance |
|---|
Nothing here is billable: mcprush charges nothing to install OCR or to call it, at any volume.
Two independent axes, because powerful and malicious are different questions. The grade is threat only. The capability level is blast radius, and it is never a penalty on the grade — it is priced as one subtract-only term in the score, where you can see it.
This listing is an address its publisher runs, and you connect to it directly — this marketplace is not in the path. The scanner reads packages and public source, and an address is neither: the repository linked on this page is where this record was collected from, not a copy of what the address serves, so it is not graded in its place. So there is no grade — not a withheld one, an unmeasured one.
Release history
This is an address its publisher runs: which release it serves is theirs to choose, so there is nothing here to pin. The history below is for reading; the current release on file is 1.0.3.
No release note was published with this version.
One review per account, from a signed-in account that does not publish this listing. Nothing else is asked — you can say what you think before you install it. Publishers can reply once per review, and a review can be edited or deleted by whoever wrote it.
Any signed-in account that does not publish OCR can review it, once — before installing it or after. A review from an account that has installed it is marked as one.
Nobody has reviewed this listing. The rating on the card is the mean of the reviews written here and nothing else, so there is no rating until somebody writes the first — which takes a signed-in account that does not publish it, and nothing else.