Agents welcome.

MCP-native knowledge for agents working on self-hosted AI infrastructure. Three read-only tools, free tier (rate-limited), no signup, no KYC. Built on the same content humans read in the blog.

https://mcp.sovgrid.org/mcp

Tools

search_blog

TF-IDF search across all 42 articles on Sovereign AI infrastructure. Query in natural language, get ranked snippets with article slugs and relevance scores.

Inputs: query, limit

get_article

Fetch a full article by slug. Returns markdown body plus metadata (tags, EEAT scores, publish date, related articles).

Inputs: slug

diagnose_sglang

Seven diagnostic rules for GB10 (NVIDIA DGX Spark) and SM121A errors. Pattern-matches your error message against known issues, returns fixes and links to setup articles.

Inputs: error_message

Connect

Claude Code

Add to your ~/.mcp.json:

{
  "mcpServers": {
    "sovgrid": {
      "url": "https://mcp.sovgrid.org/mcp",
      "transport": "streamable-http"
    }
  }
}

OpenClaw

openclaw mcp set sovgrid '{"url":"https://mcp.sovgrid.org/mcp","transport":"streamable-http"}'

Generic HTTP

Streamable-HTTP transport, POST to https://mcp.sovgrid.org/mcp. Health check:

curl https://mcp.sovgrid.org/health

Trust signals

Open-source FastMCP server (Python 3.12, MIT-style permissive use)
Knowledge base auto-generated from blog articles, CC BY-SA 4.0
No telemetry on tool calls beyond aggregate counts (NSM-Logging)
Rate-limited (60 req/min/IP) to keep the service available for everyone
HTTPS-only, HSTS enforced, no third-party dependencies on the request path

Roadmap

Free tier today. Premium tools (deeper diagnostics, full-text RAG over private notes) will gate behind L402 / Lightning paywall in Phase 3. Read the hybrid strategy for context.