llama-diffusion-mcp

Item: llama-diffusion-mcp
Rating: 71
Author: M8ven

Enables LLMs like Claude to bidirectionally chat with diffusion-based LLMs (e.g., DiffusionGemma, LLaDA) via a persistent llama-diffusion-cli process, with support for restarting sessions and full configuration.

→ hkbu-kennycheng/llama-diffusion-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.

// required environment variables

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

configLLAMA_DIFFUSION_CLI_PATH— "": "/absolute/path/to/llama.cpp/build/bin/llama-diffusion-cli"

// 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/hkbu-kennycheng-llama-diffusion-mcp-1cf6nm)](https://m8ven.ai/mcp/hkbu-kennycheng-llama-diffusion-mcp-1cf6nm)

commit: f1e8837840fcce6740c28ad99fa32e0f66c52719

code hash: 04cc7be8f3c8e725698f8479158c4eebe72305958d36403e5b2c513fd4dbd978

verified: 6/29/2026, 11:22:00 AM

view raw JSON →