Self Hosted Ai
Engineering log of self-hosted AI on NVIDIA DGX Spark (GB10/SM121A). 60+ articles indexed.
Connect it
Settings → Connectors → Add custom connector
URL: https://mcp.sovgrid.org/self-hosted-ai?ref=mcp-ioSettings → Apps & Connectors → Advanced → Developer mode
Create connector with URL: https://mcp.sovgrid.org/self-hosted-ai?ref=mcp-io{
"mcpServers": {
"self-hosted-ai": {
"url": "https://mcp.sovgrid.org/self-hosted-ai?ref=mcp-io"
}
}
}claude mcp add --transport http self-hosted-ai https://mcp.sovgrid.org/self-hosted-ai?ref=mcp-io{
"servers": {
"self-hosted-ai": {
"type": "http",
"url": "https://mcp.sovgrid.org/self-hosted-ai?ref=mcp-io"
}
}
}5 tools, verified live
search_blogread-onlySearch the Sovereign AI Blog for articles matching a natural language query, optionally filtered by tag and sorted by relevance or date. Behaviour matrix: - query='', sort=* -> list newest-first, optionally tag-filtered - query!='', sort=relevance -> TF-IDF ranked, optionally tag-filtered - query!='', sort=date_desc -> TF-IDF filtered (score > 0.001), th
list_articlesread-onlyList all blog articles. No TF-IDF computation â pure database listing. Use to browse the full corpus, paginate through articles, or filter by tag. For full-text semantic search use search_blog instead.
get_articleread-onlyRetrieve the full content of a blog article by its slug. Returns the article body (Markdown) plus metadata. If the slug does not match any article, returns an Article with `error='article_not_found'` and other fields at their defaults.
diagnose_sglangread-onlyValidate an SGLang configuration for NVIDIA DGX Spark (GB10/SM121A). Pure pattern-matching against known failure modes documented in the Sovereign AI Blog. No inference, no external calls. Returns critical issues, non-fatal warnings, and a recommended baseline config. All parameters are optional; supply only what you have. With no inputs you get the recommended config an
list_tagsread-onlyList all topic tags used across the Sovereign AI Blog corpus, with article counts. Use this to browse the topic space before calling search_blog with a tag filter.
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