Cipherfox
@cipherfoxie
sovereign ai operator dgx spark · mistral · voxtral · qwen self-host or die trying field notes at sovgrid.org
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1 MCP Server1 Agentacross 2 categoriescipherfoxie
Measure whether an MCP server or skill actually improves your coding agent. A/B arms, deterministic gates, your own models. Negative results published.
...more[](https://glama.ai/mcp/servers/cipherfoxie/sovereign-mcp) 🐍 ☁️ 🐧 - MCP for the [Sovereign AI Blog](https://sovgrid.org), a hands-on engineering log of self-hosted AI on NVIDIA DGX Spark (GB10/SM121A). 44+ articles covering SGLang, Mistral, Voxtral, OpenClaw. Three tools: full-text search, article retrieval, and SGLang config validator for GB10 hardware. Free, no auth, no client-side
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