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Engineering log of self-hosted AI on NVIDIA DGX Spark (GB10/SM121A). 60+ articles indexed.
Facts
- MCP registry
org.sovgrid/self-hosted-ai· 1.0.0- Endpoint
https://mcp.sovgrid.org/self-hosted-ai?ref=mcp-io- Website
- sovgrid.org
- GitHub stars
- 3
- Registry entry
- updated 5 May 2026
From the official MCP registry, the package registries and our own checks. JSON · Markdown
Why it's listed
- It's published in the registry under sovgrid.org, a namespace the registry only gives to whoever proves they control that domain.
Being indexed says nothing about quality, and nobody can pay for it. Is this yours? Ask for a review.
Tools it lists 5 · about 3,373 tokens of context · checked 2 hours ago
| Tool | What it does | Hint |
|---|---|---|
search_blog | Search 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… | read-only |
list_articles | List all blog articles. No TF-IDF computation — 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. | read-only |
get_article | Retrieve 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… | read-only |
diagnose_sglang | Validate 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,… | read-only |
list_tags | List 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. | read-only |
What https://mcp.sovgrid.org/self-hosted-ai?ref=mcp-io answered to tools/list, asked without credentials over MCP 2026-07-28. The token figure is the size of the list as sent, divided by four; a model sees about that much before it calls anything. Full definitions, input schemas included, are in the listing's JSON under mcpTools.
How its tools read to an agent 0 errors · 0 warnings · 1 note
- noteTC29serverabout 389 tokens (11% of the definitions) are titles that repeat property or function names
The checks from /check and anchor check, run each day on the list above: about 3,373 tokens of definitions. Not part of the score yet. Check your own server.