Conversational Analysis Engine

Enables users to optimize LLM responses using Monte Carlo Tree Search (MCTS) through a Model Context Protocol server, enhancing conversation quality by exploring multiple response branches and selecting the best path.

→ MVPandey/CAE · listed on glama

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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.

configMCP_TRANSPORT

configMCP_HOST

configMCP_PORT

configMCP_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 5 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/mvpandey-cae-1734be)](https://m8ven.ai/mcp/mvpandey-cae-1734be)

commit: e18d8857a1f775bb788e78ce75ee20f092e57239

code hash: 7cacbd7328285914ce78de8b39f9fe26927e153dfdcb7ef331de045925ebaa76

verified: 6/16/2026, 1:27:03 PM

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