docsray-mcp

Item: docsray-mcp
Rating: 71
Author: M8ven

An MCP server that provides AI assistants with advanced document perception capabilities including text extraction, structure analysis, and deep content understanding through multiple tools and providers.

→ johnfkraus/docsray-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 2 credentials: DOCSRAY_MISTRAL_API_KEY, DOCSRAY_LLAMAPARSE_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.

configDOCSRAY_TRANSPORT

configDOCSRAY_HTTP_PORT

configDOCSRAY_HTTP_HOST

configDOCSRAY_DEFAULT_PROVIDER

configDOCSRAY_PYMUPDF_ENABLED

configDOCSRAY_PYTESSERACT_ENABLED

configDOCSRAY_TESSERACT_PATH

configDOCSRAY_TESSERACT_LANGUAGES

configDOCSRAY_OCRMYPDF_ENABLED

configDOCSRAY_MISTRAL_ENABLED

🔐 secretDOCSRAY_MISTRAL_API_KEY

configDOCSRAY_MISTRAL_BASE_URL

configDOCSRAY_LLAMAPARSE_ENABLED

🔐 secretDOCSRAY_LLAMAPARSE_API_KEY

configDOCSRAY_LLAMAPARSE_MODE

configDOCSRAY_CACHE_ENABLED

configDOCSRAY_CACHE_TTL

configDOCSRAY_MAX_CONCURRENT_REQUESTS

configDOCSRAY_TIMEOUT_SECONDS

configDOCSRAY_LOG_LEVEL

// 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 4 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/johnfkraus-docsray-mcp-0z987d)](https://m8ven.ai/mcp/johnfkraus-docsray-mcp-0z987d)

commit: e254fe585cbb7251d238c26491f33f71d32e998b

code hash: 5b55880c77efdf54ad2fa1edd5ab71ae498a49a7f8c0228aeec366c578d0849b

verified: 6/18/2026, 11:27:58 AM

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