Universal AI Chat MCP Server

Enables real-time communication and shared vector memory between Claude Code, OpenAI Codex CLI, and Google Gemini CLI. It allows different AI platforms to exchange messages, share context, and collaborate through a unified MCP interface.

→ marc-shade/universal-ai-chat · 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.

// required environment variables

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

configQDRANT_HOST— Qdrant server host localhost

configQDRANT_PORT— Qdrant server port 6333

configSTORAGE_BASE— Base path for databases /mnt/agentic-system

configAI_SESSION_ID— Unique session identifier Auto-generated

configAI_PLATFORM— "": "claude-code",

configAI_DISPLAY_NAME— "": "Claude-Session1"

// 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/marc-shade-universal-ai-chat-179xaw)](https://m8ven.ai/mcp/marc-shade-universal-ai-chat-179xaw)

commit: 3d65574a888705c4f462b8331a186f0721e0e115

code hash: 28243c73025507c5178bdccd61be94e8cd2ac7c4b3aac458e15c8cc8ab954822

verified: 6/17/2026, 12:10:11 PM

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