PaperCortex

An MCP server that adds AI-powered document intelligence to Paperless-ngx, enabling semantic search, automatic classification, receipt data extraction, bank statement matching, and accounting export — all running locally via Ollama.

→ renefichtmueller/PaperCortex · listed on glama

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Glama

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// key findings

🚨

Known vulnerabilities in dependencies: 2 critical, 3 high

Affects packages this MCP installs at runtime. Upgrade or remove the affected dependency.

// required environment variables

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

configOLLAMA_EMBEDDING_MODEL— nomic-embed-text

configOLLAMA_MODEL— qwen2.5:14b

configOLLAMA_URL— "": "http://localhost:11434"

configPORT

configTRANSPORT

configVECTOR_DB_PATH— ./data/vectors.db Path to the SQLite vector database

// 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 6 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/renefichtmueller-papercortex-wqig0s)](https://m8ven.ai/mcp/renefichtmueller-papercortex-wqig0s)

commit: d3250b95bb717cd20a7911529caa8f3b06d9d868

code hash: f2d9df1dc1eb230862898edc6b7d7f31a03e989e75c9d8d797080194c0cb9ad4

verified: 6/14/2026, 10:17:55 AM

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