MCP.Market

Ocr MCP server

online · 100% uptime
by auto-reader.com·com.auto-reader/ocr·v1.0.3
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Arabic-first OCR, translation and document extraction. First call mints a free trial key.

B71/100grade B
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B71/100

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If you have run it, two minutes of your experience saves the next person an afternoon.

Ocr tools (7, 1 write)

write = sends, deletes, buys or posts
  • create_api_keywrite actionFree

    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.

  • extract_documentFree

    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 for Saudi tax invoices. Arabic-first accuracy. 5 credits/page (zatca 7).

  • get_usageFree

    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.

  • ocr_and_translateFree

    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.

  • ocr_imageFree

    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 show a human, plus the detected language, the engine used, and the number of text blocks found. Provide the image as base64. Use the mode hint (document | receipt | manga | scene) to tune detection.

  • read_mangaFree

    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, the engine used, and whether the page is vertical. Provide the image as base64. Pass lang explicitly (ko/zh/...) for the best non-Japanese result; default "auto" detects it.

  • translate_textFree

    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.

Public scan report

scanner v0.1.9 · 2026-09-24 · same rubric, same numbers if you re-run it

1 high
  • –Code scanremote-only server, no package to scann/a
  • Live reliabilityremote reachable in 241ms20/20
  • Tool poisoning7 tool descriptions checked15/15
  • Auth qualityopen endpoint exposes 1 write-action tools with no auth3/15
  • Maintenancelast push 54 days ago12/15
  • Maintainer identitynamespace and repository owner differ3/10

Findings (1)

  • highWrite-action tools reachable without authenticationauth.open-write
Overall 71/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Ocr compares

Against every graded MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
71/100
higher than 36% of 48,255 servers
Tools
7
the typical server has 7
Tools that change things
14%
typical: 0%. Fewer write tools means less an agent can break
Uptime
100%
of our recent checks; the typical remote server answers 100%
Response time
73 ms
faster than 89% of 30,031 servers

What its tools let an agent do: 6 read · 1 create

Install Ocr in Claude Code, Cursor or VS Code

claude mcp add --transport http ocr https://api.auto-reader.com/mcp
Add to Cursor

What the publisher says

From the Ocr repository's README, as published. We do not edit it. Read it on GitHub

Auto-Reader OCR — Arabic-first OCR & Document AI for agents

Extract text from images and PDFs (best-in-class Arabic, manga-aware Japanese, 13+ languages auto-detected), translate 100+ languages, pull structured fields from invoices/receipts/IDs — with Saudi ZATCA e-invoice QR validation — and get RAG-ready markdown or semantic chunks. Self-hosted, PDPL-compliant: documents are processed transiently and never stored.

No signup needed. Your first call auto-provisions a free trial key.

Add to Claude Code (10 seconds)

claude mcp add --transport http auto-reader-ocr https://api.auto-reader.com/mcp

Registry: com.auto-reader/ocr · Tools: ocrimage, extractdocument, translatetext, ocrandtranslate, getusage, createapikey.

Or plain HTTP (any agent, any language)

curl -X POST https://api.auto-reader.com/signup      # -> {"api_key":"nsk_live_..."}
curl -X POST https://api.auto-reader.com/v1/ocr \
  -H "Authorization: Bearer $KEY" -F "file=@page.png" -F "lang=auto"
  • Machine manifest: https://api.auto-reader.com/llms.txt
  • OpenAPI: https://api.auto-reader.com/openapi.json
  • Idempotency-Key header honored; 402 responses carry a buy_direct link.
  • Free tier: 250 pages/day with an email, 25/day keyless. Credits never expire.

Why agents pick this API

RTL-correct word boxes, Arabic-Indic digits — plus Arabic↔English code-switched documents.

  • Arabic is the differentiator: RTL-aware layout, logical-order text,

any scan into RAG input in one call; Accept: text/markdown returns a raw .md body.

  • format=markdown / format=chunks (title-bounded, tables kept whole) turn

from OCR geometry — never model guesswork.

  • extract_document returns {value, confidence, box} per field, sourced

Site: https://ocr.auto-reader.com · العربية: https://ocr.auto-reader.com/ar

Nothing above is checked by us. What we check is on the safety report.

Ocr: common questions

Is Ocr MCP server safe?
Mostly: it is graded B (71/100). Read the Ocr safety report
How do I install Ocr?
It runs remotely at api.auto-reader.com. Add it to Claude Code, Cursor, VS Code or Claude Desktop with the snippets above, or call it through the mcp.market gateway without installing anything.
Does Ocr need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Ocr maintained?
The last commit was 95 days ago (2026-08-01). The latest release is v1.0.3.
Is Ocr up?
100% of our last 28 checks got an answer. We check remote servers about four times a day.
How does Ocr compare with other MCP servers?
safety score 71/100 (higher than 36% of 48,255 servers); tools 7 (the typical server has 7); tools that change things 14% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.