clbench-fireworks-rft

Enables reinforcement fine-tuning of Qwen3-8B on the CLBench poker task using the eval-protocol MCP-Gym framework on Fireworks infrastructure, with structured tool calls via MCP.

→ sr-networks/clbench-fireworks-rft · 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.

🔐

You'll be asked for 1 credential: FIREWORKS_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

🔐 secretFIREWORKS_API_KEY— export ="fw_..." # https://fireworks.ai/account/api-keys

// 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/sr-networks-clbench-fireworks-rft-1hrk8c)](https://m8ven.ai/mcp/sr-networks-clbench-fireworks-rft-1hrk8c)

commit: ea09f2e7893d4002569fbd88509d202d1969d35c

code hash: 34d72cfd369fee547a004d3787ab8d9ad9d08bae1cc63b605c9d5b63c62444ff

verified: 6/26/2026, 9:38:18 AM

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