Building a Watsonx.ai Chatbot RAG Server with MCP

Item: Building a Watsonx.ai Chatbot RAG Server with MCP
Rating: 66
Author: M8ven

Building a Watsonx.ai Chatbot RAG Server with MCP compatible with Claude Desktop.

→ ruslanmv/watsonx-rag-mcp-server · listed on mcp_so

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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.

🔐

You'll be asked for 2 credentials: FLASK_SECRET_KEY, WATSONX_APIKEY

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.

🔐 secretFLASK_SECRET_KEY— app.secret_key = os.environ.get("", "dev-secret-key-replace-me")

🔐 secretWATSONX_APIKEY— your_watsonx_api_key_here

configWATSONX_URL— your_watsonx_instance_url_here

configPROJECT_ID— your_watsonx_project_id_here

configMODEL_ID— =meta-llama/llama-3-70b-instruct

configDOCS_FOLDER— =./my_manuals

configCHROMA_PERSIST_DIR— =./vector_db_storage

// 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/ruslanmv-watsonx-rag-mcp-server-67b11b)](https://m8ven.ai/mcp/ruslanmv-watsonx-rag-mcp-server-67b11b)

commit: 08511bfe3e3941bf72d44202845395152e5e4485

code hash: d03a6e1e2175de9bb1a64c55e6c5f1adbfbfebda51a241bd8b66bcf2b758a8a4

verified: 6/17/2026, 11:45:21 AM

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