RAG-Anything MCP Server

A Model Context Protocol server that enables any MCP-compatible application to perform advanced multi-modal document processing and retrieval using RAG-Anything.

→ nguyenngocdue/RAG-MCP · listed on glama

Is this your MCP?

Claim it to get a verified publisher badge, a free copy of our full audit findings, and direct contact for any high-priority issues we find.

Install from

Glama

M8ven verifies MCPs across every public registry — install directly from whichever one you prefer.

// 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 3 credentials: OPENAI_API_KEY, AZURE_OPENAI_API_KEY, ANTHROPIC_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.

configPORT

configMODEL_PROFILES— Or set to a JSON object string with profile definitions

configMODEL_PROFILES_PATH— ./model_profiles.json

🔐 secretOPENAI_API_KEY— your_openai_api_key

configOPENAI_BASE_URL

🔐 secretAZURE_OPENAI_API_KEY

configAZURE_OPENAI_ENDPOINT

🔐 secretANTHROPIC_API_KEY

configLLM_MODEL— gpt-4o-mini

configVISION_MODEL— MODEL_PROFILE is set, it overrides LLM_MODEL, ,

configEMBEDDING_MODEL— text-embedding-3-large

configEMBEDDING_DIM— EMBEDDING_MODEL, and using either MODEL_PROFILES (JSON

configRAG_STORAGE_DIR— ./rag_storage

configUPLOAD_DIR

configMAX_FILE_SIZE

configLOG_LEVEL

configMAX_CONCURRENT_FILES

configMODEL_PROFILE— openai_default

configLLM_MAX_TOKENS

// 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 1 concrete improvement 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/nguyenngocdue-rag-mcp-1a3ft1)](https://m8ven.ai/mcp/nguyenngocdue-rag-mcp-1a3ft1)

commit: b52822c008dcdc59f23ee51260726095729f9cfa

code hash: 1b6ce6f304d946b58449e997bf2c43010081e71d2a0a37e8913dfbdc9b24582d

verified: 6/21/2026, 10:42:09 AM

view raw JSON →