Connect Self Hosted AI and your agent gets 5 tools, among them diagnose_sglang, get_article, list_articles. It answers at https://mcp.sovgrid.org/self-hosted-ai?ref=mcp-io over streamable HTTP, and it listed its tools to an anonymous client, so no sign-in was needed for that. Our probes reached it 6 of 6 times since 12 September 2026; the last check, on 24 October 2026, succeeded.
Engineering log of self-hosted AI on NVIDIA DGX Spark (GB10/SM121A). 60+ articles indexed.
Description as the publisher wrote it.
| Tool | What it does |
|---|---|
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 Inputs: attention_backend, mem_fraction, cuda_graph_max_bs, image_tag, hardware, error_message |
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. Inputs: slug |
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. Inputs: tag, sort, limit, offset |
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. Inputs: sort |
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=re Inputs: query, tag, sort, n |
Every block below points at https://mcp.sovgrid.org/self-hosted-ai?ref=mcp-io. Pick your client and copy.
claude mcp add --transport http self-hosted-ai https://mcp.sovgrid.org/self-hosted-ai?ref=mcp-io
{
"mcpServers": {
"self-hosted-ai": {
"command": "npx",
"args": ["-y", "mcp-remote", "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"
}
}
}{
"servers": {
"self-hosted-ai": {
"type": "http",
"url": "https://mcp.sovgrid.org/self-hosted-ai?ref=mcp-io"
}
}
}{
"context_servers": {
"self-hosted-ai": {
"url": "https://mcp.sovgrid.org/self-hosted-ai?ref=mcp-io"
}
}
}{
"mcpServers": {
"self-hosted-ai": {
"serverUrl": "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"
}
}
}name: Self Hosted AI
version: 0.0.1
schema: v1
mcpServers:
- name: Self Hosted AI
type: streamable-http
url: https://mcp.sovgrid.org/self-hosted-ai?ref=mcp-io{
"mcpServers": {
"self-hosted-ai": {
"httpUrl": "https://mcp.sovgrid.org/self-hosted-ai?ref=mcp-io"
}
}
}{
"mcpServers": {
"self-hosted-ai": {
"type": "http",
"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"
}
}
}goose://extension?url=https%3A%2F%2Fmcp.sovgrid.org%2Fself-hosted-ai%3Fref%3Dmcp-io&type=streamable_http&id=self-hosted-ai&name=Self%20Hosted%20AI
It answered our last check on 24 October 2026 in 380 ms. Over 6 checks since 12 September 2026 it answered 6. Status here comes from Neuronto's own probes, not from the publisher.
Yes. It is published by sovgrid.org and served from mcp.sovgrid.org, the vendor's own domain: https://mcp.sovgrid.org/self-hosted-ai?ref=mcp-io.
5, as returned by the server's own tools/list on 23 September 2026: diagnose_sglang, get_article, list_articles, list_tags, search_blog.
It answered our last check on 24 October 2026 in 380 ms. Over 6 checks since 12 September 2026 it answered 6.
Put the server under mcpServers in ~/.cursor/mcp.json with the URL https://mcp.sovgrid.org/self-hosted-ai?ref=mcp-io. The exact JSON is above, with the same setup for Claude Code, Claude Desktop, VS Code, Windsurf, Zed, Gemini CLI and the rest.
It listed its tools to an anonymous client, so reading the tool list needs no key. Individual tools can still ask for credentials in their own inputs.
Publisher: org.sovgrid. Endpoint host: mcp.sovgrid.org. ARD identifier: urn:air:org.sovgrid:mcp:self-hosted-ai.
First indexed 10 September 2026. The tools are exactly what the server returned; nothing on this page
is inferred from its name. Ranking in Neuronto search is never for sale.