# self-hosted-ai MCP server

Engineering log of self-hosted AI on NVIDIA DGX Spark (GB10/SM121A). 60+ articles indexed.

## Links
- Registry page: https://www.getdrio.com/mcp/org-sovgrid-self-hosted-ai
- Repository: https://github.com/cipherfoxie/sovereign-mcp
- Website: https://sovgrid.org

## Install
- Endpoint: https://mcp.sovgrid.org/self-hosted-ai?ref=mcp-io
- Auth: Not captured

## Setup notes
- Remote endpoint: https://mcp.sovgrid.org/self-hosted-ai?ref=mcp-io

## Tools
- 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
      - query!='', sort=relevance  -> TF-IDF ranked, optionally tag-filtered
      - query!='', sort=date_desc  -> TF-IDF filtered (score > 0.001), then sorted by date

    Pure read-only, deterministic for a given KB snapshot.
     Endpoint: https://mcp.sovgrid.org/self-hosted-ai?ref=mcp-io
- 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 their defaults.
     Endpoint: https://mcp.sovgrid.org/self-hosted-ai?ref=mcp-io
- 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, 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 and a 'unknown' verdict.
     Endpoint: https://mcp.sovgrid.org/self-hosted-ai?ref=mcp-io
- 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.
     Endpoint: https://mcp.sovgrid.org/self-hosted-ai?ref=mcp-io

## Resources
Not captured

## Prompts
Not captured

## Metadata
- Owner: org.sovgrid
- Version: 1.0.0
- Runtime: Streamable Http
- Transports: HTTP
- License: Not captured
- Language: Not captured
- Stars: Not captured
- Updated: May 5, 2026
- Source: https://registry.modelcontextprotocol.io