mcp server
ocr
Arabic-first OCR, translation and document extraction. First call mints a free trial key.
Description as published by the maintainer. Source
- version 1.0.3
- active
- data extraction
- document understanding
- translation
active — Most recent push to the repository was 2026-08-01. Dashed tags are derived by ZBS Index from the published description, not stated by the maintainer.
What this server can do
6 functions, named and described by the server itself. Parameter names are shown because they say more about what a function does than its name usually does.
create_api_key(email)- 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_document(lang, preset, schema, api_key, image_base64)- 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). Required: image_base64.
get_usage(api_key)- 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_translate(api_key, target_lang, image_base64)- 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. Required: image_base64, target_lang.
ocr_image(lang, mode, api_key, image_base64)- 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. Required: image_base64.
translate_text(text, api_key, context, formality, target_lang)- 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. Required: text, target_lang.
Last successful function declaration observed on . Source: https://api.auto-reader.com/mcp. We list what the server declared; we do not call any of these functions.
Endpoint status observed on . Source: https://api.auto-reader.com/mcp.
Signals
These are separate measurements of different things. They are deliberately not combined into one score, because a popularity number that mixes website traffic with saves and stars cannot be checked or acted on.
| Signal | Value | What it measures | Window | Observed | Source |
|---|---|---|---|---|---|
| GitHub stars | 0 | Number of GitHub accounts that bookmarked this repository since it was created. It is a bookmark count, not installs, not active users and not quality. | cumulative, all time | GitHub | |
| Last commit | 2026-08-01 | Date of the most recent push to any branch. This is the strongest cheap indicator of whether the project is still maintained. | point in time | GitHub | |
| Open issues | 0 | Open issues plus open pull requests, as GitHub counts them together. A high number can mean an active project or an abandoned one. | as of fetch | GitHub | |
| Latest published version | 1.0.3 | Latest version string the maintainer published to the registry. | as of fetch | Model Context Protocol | |
| Registry record last updated | 2026-08-01 | When the registry record was last updated by its maintainer. | point in time | Model Context Protocol | |
| License | MIT | Licence GitHub detected in the repository. Detection can be wrong; the LICENSE file is authoritative. | as of fetch | GitHub | |
| First listed in the MCP Registry | 2026-08-01 | Date this server was first published to the official MCP Registry. Not a usage or quality measure. | point in time | Model Context Protocol | |
| repository status | active | The repository exists on GitHub and is not archived. This says nothing about how recently it was worked on. | as of fetch | GitHub | |
| mcp tools declared | 6 tools | Number of functions the server itself declared when asked to list them. This is what the server offers an agent, not a measure of how well any of them work. | as of probe | api.auto-reader.com | |
| mcp endpoint status | ok | The server listed 6 functions when asked. | as of probe | api.auto-reader.com |
Where to get it
Related, by what their authors tagged them
-
io.github.enzoemir1/invoiceflow-mcp
— last commit 2026-08-05, shares invoice, pdf
AI-powered invoice automation. Create invoices, track payments, and manage cash flow.
-
PDFMakerAPI
— last commit 2026-06-24, shares invoice, pdf
Turn a description into a shareable, editable PDF — invoices, certificates, reports, resumes.
-
io.github.Embassy-of-the-Free-Mind/source-library
— last commit 2026-08-08, shares ocr, translation
Search 22,000+ rare pre-modern texts with AI English translations, summaries, and 73K+ images.
-
Source Library
— last commit 2026-08-08, shares ocr, translation
Search 15K rare pre-modern texts translated to English: philosophy, religion, science, literature.
-
Alfanous - Quranic Search Engine
— last commit 2026-06-14, shares api, arabic
Search and explore the Holy Qur'an with Arabic text, transliteration, and advanced search support.
-
Egypt Research Commons
— last commit 2026-07-20, shares arabic
Source-grounded research for Egyptian public affairs
-
io.github.Avivcha/pody-mcp
— last commit 2026-06-20, shares arabic
Israeli podcast & content marketplace MCP — 7 tools: studios, podcasts, glossary, industry report.
-
io.github.cc1a2b/arabicfmt-mcp
— last commit 2026-07-24, shares arabic
Arabic formatting: 22 Arab currencies (Saudi riyal U+20C1), Hijri dates, تفقيط, RTL/bidi fixes.
-
io.github.gooodbilling/mcp-server
— last commit 2026-06-07, shares invoice
GooodBilling 公式 MCP Server — Claude Desktop / Cursor 等の MCP 対応クライアントから AI ファーストで請求書・見積を操作する
-
HSN Classifier
— last commit 2026-06-11, shares invoice
Look up Indian HSN and GST codes by description or product name (4,676 entries).
These share tags the maintainers applied themselves, such as invoice, pdf, ocr, translation. Common tags like "mcp" or "ai" are ignored for this: agreeing with six hundred other projects is not a similarity.
This is not a recommendation and not a test result. It is a map of what the authors said their work is about.
How the author describes it
Topics the maintainer set on GitHub: ai-agents, api, arabic, claude, claude-code, invoice, invoice-extraction, mcp, mcp-server, ocr, pdf, rag, translation.
This record as data
Every field on this page, with its source and observation date, is in the catalog JSON. Fetch the whole kind at once instead of parsing this HTML.
GET /api/v1/entries/mcp_server.json