MCP Mistral OCR (charley-forey/mistral-ocr-mcp) is an MCP server listed on the M8ven Trust Index. It scores 71 out of 100, grade C. It declares 2 tools. No publisher has claimed this listing.

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C
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71/100

MCP Mistral OCR

Provides OCR capabilities for images and PDFs using Mistral AI's OCR API, supporting both local files and URLs with output in markdown or JSON format.

→ charley-forey/mistral-ocr-mcp· listed on glama

Limited view. Automated analysis covers part of this stack. Findings reflect what we verified. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

Limited view: static analysis for Python is partially covered.

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Who stands behind it

charley-forey

Source: Glama

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Install from

Glamanot scored here

The grade above is for the source repository. Registries can serve a different version, so we mark the ones we were not able to read.

// key findings
✅
No credential exfiltration, no sensitive file access, no obfuscation
Static analysis found nothing flowing your secrets to unexpected places.
🔐
You'll be asked for 1 credential: MISTRAL_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.
🔐 secretMISTRAL_API_KEYYes — Your Mistral AI API key
configOCR_DIRNo Docker required: run locally with uv run and optional
configOCR_SAVE_RESULTSNo true Set to false to disable saving results to OCR_DIR/output/
configOCR_DOWNLOAD_BASE_URL
configMCP_TRANSPORTNo streamable-http stdio or streamable-http
configMCP_HTTP_HOSTNo 127.0.0.1 Bind host when using streamable HTTP
configMCP_HTTP_PORTNo 8000 Port when using Streamable HTTP or SSE
configMCP_HTTP_PATHNo mcp URL path (e.g. /mcp → http://host:8000/mcp)
// 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

2/2 tools missing one or more hints — process_local_file (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); process_url_file (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint). 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.

License file

No license file

Add a LICENSE file (MIT, Apache-2.0, etc.).

Tests exist

No test files found

Add tests that exercise each declared tool.

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 4 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.
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[![M8ven Score](https://m8ven.ai/badge/mcp/charley-forey/mistral-ocr-mcp)](https://m8ven.ai/mcp/charley-forey/mistral-ocr-mcp)
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commit: 3663a10ceed309f71fafee1aeef41264277e649c
code hash: 935ec634b367f799e6a3434dc5326ccaa20edfded0181a58d6f4325a6b0b57ec
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