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1 month ago

glama

OCR-MCP

Provides advanced OCR capabilities with multiple state-of-the-art backends (DeepSeek-OCR, Florence-2, DOTS.OCR, PP-OCRv5), supporting document processing, scanner integration, and multi-format output with layout preservation.

→ sandraschi/ocr-mcp · listed on glama

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// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

✅

Open source with a license and README

Anyone can audit the code, the license is declared, and the publisher documents what it does.

🔐

You'll be asked for 4 credentials: MISTRAL_API_KEY, OCR_SAMPLING_API_KEY, OCR_SAMPLING_USE_OPENAI_KEY, OPENAI_API_KEY

These are read from process.env at runtime. Make sure you trust where they’ll be sent.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

configOCR_VERBOSE_THIRD_PARTY_LOGS

configOCR_WEBAPP_LOG_RING_ALL

🔐 secretMISTRAL_API_KEY

configWEBAPP_HOST

configWEBAPP_PORT

configRELOAD

configEASYOCR_VERBOSE

configOCR_MODEL_DIR

configOCR_CACHE_DIR

configOCR_DEVICE

configOCR_MAX_MEMORY

configOCR_DEFAULT_BACKEND

configOCR_BATCH_SIZE

configOCR_MAX_CONCURRENT

configMISTRAL_BASE_URL

🔐 secretOCR_SAMPLING_API_KEY

🔐 secretOCR_SAMPLING_USE_OPENAI_KEY

🔐 secretOPENAI_API_KEY

configOCR_SAMPLING_BASE_URL

configOCR_SAMPLING_MODEL

configOCR_CORPUS_DIR

configOCR_WATCH_FOLDER_ENABLED

configOCR_WATCH_FOLDER_PATH

configOCR_WATCH_FOLDER_OUTPUT

configOCR_WATCH_FOLDER_INTERVAL

configTESSERACT_CMD

configPOPPLER_PATH

configOCR_SAMPLING_USE_CLIENT_LLM

configMCP_BRIDGE_URLS

configOCR_AUTO_INSTALL_POPPLER

configOCR_AUTO_BOOTSTRAP

configOCR_AUTO_INSTALL_DEPS— [Backend deps](docs/BACKEND_DEPS.md) Web FastAPI backend: same venv as ocr-mcp, pyproject.toml, PyTorch,

configOCR_AUTO_INSTALL_TESSERACT

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 5 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/sandraschi-ocr-mcp-ty9d52)](https://m8ven.ai/mcp/sandraschi-ocr-mcp-ty9d52)

commit: 5b657e2ff9187ee14eb35559ddda88bcbb294848

code hash: ee8fa4d807be50f94a8800343165132b783247171d109e78e845522d8ba237be

verified: 6/18/2026, 11:54:47 AM

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