mcp-llm-offload

An MCP server that offloads light LLM work from Claude to a model you control, such as a local LLM or any OpenAI-compatible provider, saving frontier-model quota on non-critical tasks.

→ seaosinc/mcp-llm-offload · listed on glama

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// key findings

✅

12 tools verified — handlers match their declared behaviour

12 read-only tools verified — handlers contain no write/delete/exec

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

✅

Open source with a license and README

Anyone can audit the code, the license is declared, and the publisher documents what it does.

🔐

You'll be asked for 1 credential: LLM_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.

configLLM_PROVIDER— e =lmstudio \

configLLM_MODEL— Apple Silicon では LM Studio の MLX ビルド（例: gemma-4-e2b-it-mlx）を推奨します。同クラスの Qwen・Llama・Phi 系でも同等に動作します。バックエンドが提供する ID をに設定してください。

configLLM_TIMEOUT— リクエストのタイムアウト（秒）。 300

configOFFLOAD_MAX_FILES— 上限: （既定 50）と OFFLOAD_MAX_CHARS（既定 100000）。超過時は明確なエラーを返します。

configOFFLOAD_MAX_CHARS— 上限: OFFLOAD_MAX_FILES（既定 50）と（既定 100000）。超過時は明確なエラーを返します。

configOFFLOAD_MAP_CONCURRENCY

configLLM_BASE_URL— / LLM_API_KEY 既定プロバイダ向けの汎用フォールバック。 —

🔐 secretLLM_API_KEY— PROVIDER>_API_KEY プロバイダの API キー（例: OPENROUTER_API_KEY）。慣例の環境変数 /

configOPENROUTER_REFERER— / OPENROUTER_TITLE OpenRouter のランキング用ヘッダ（任意）。 —

configOPENROUTER_TITLE— OPENROUTER_REFERER / OpenRouter のランキング用ヘッダ（任意）。 —

// 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 2 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/seaosinc-mcp-llm-offload-gn7g8e)](https://m8ven.ai/mcp/seaosinc-mcp-llm-offload-gn7g8e)

commit: b2d9850d5ea1ec01599534f9b3083cfb44270c31

code hash: 7ecbc351b3b19d8a9e5eefdd26e62f7e1f4bd94c37722a4eefd97ce672db249c

verified: 6/18/2026, 10:33:49 AM

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