OCR-MCP (sandraschi/ocr-mcp) is an MCP server listed on the M8ven Trust Index. It scores 74 out of 100, grade C. It declares 12 tools. No publisher has claimed this listing.

Back to MCP Trust IndexM8ven
C
Emerging
74/100
8 days ago

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

Emerging. No concerning findings. Grades remain capped until the project builds reputation through adoption. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

How we verified

Code Verified⚡ Live Monitored: not connected

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Who stands behind it

sandraschi

Source: Glama

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Install from

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.
// environment variables
To run this server yourself, you supply these values. They go in your own MCP client configuration and stay on your machine. The secret label means the value is sensitive, not that the server mishandles it.
configOCR_SAMPLING_USE_CLIENT_LLM
configMCP_BRIDGE_URLS
configOCR_VERBOSE_THIRD_PARTY_LOGS
configOCR_WEBAPP_LOG_RING_ALL
🔐 secretMISTRAL_API_KEY
configWEBAPP_HOST
configWEBAPP_PORT
configRELOAD
configOCR_HOST
configOCR_PORT
configMCP_PORT
configOCR_LOG_LEVEL
configMCP_CENTRAL_DOCS
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_SCANS_DIR
configOCR_AUTO_INSTALL_POPPLER
configOCR_AUTO_BOOTSTRAP
configOCR_AUTO_INSTALL_DEPSWeb FastAPI backend: same venv as ocr-mcp, pyproject.toml, PyTorch, OCR_AUTO_INSTALL_DEPS
configOCR_AUTO_INSTALL_TESSERACT
configOCR_SCANNER_BRIDGE_URL
// quality suggestions

Tool annotations

No tools have read-only/destructive annotations

Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.

All four hints declared on every tool

12/12 tools missing one or more hints — show_health_card (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); show_backends_card (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); execute_agentic_workflow (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +9 more. OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.

For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.

Shell command execution

1 call in production code run through a shell (web_sota/vite-plugin-backend-restart.ts:32)

Prefer library functions over shell-outs. If you must shell out, ensure all inputs are properly escaped.

Claim the listing to review these findings one by one and send us a correction where you disagree, straight to the team. Claiming also means we tell you when the grade moves, and reach you first if we find anything urgent.

// full audit trail
The findings above are the summary. The full trail, every check we ran, each deduction, the network hosts observed and the dependency advisories, goes to verified publishers, along with an alert whenever a new one lands. Verified publishers can also review each finding and dispute it in one click. Publisher corrections have sharpened several of our checks this month, because the maintainer knows the codebase better than any scanner.
// improvement guidance — verified publishers only
We have 3 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)](https://m8ven.ai/mcp/sandraschi/ocr-mcp)
Shows your grade and updates automatically. Prefer no grade? Append ?variant=verified to the badge URL.
commit: f5c662299fc13925daa5760a3ee17cb9cc34eff5
code hash: c444a6c39ed19591ba94d178f5e20e4aa0eb3fadfa8f5a82043a3079ae64fea2
verified: 9/1/2026, 11:26:07 PM
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