Self Hosted AI MCP Server

by sovgrid Your server? Claim it

answering

Self Hosted AI is answering right now. Last checked moments ago. It exposes 5 tools. Last commit 21 Sep 2026.

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

Uptime history 91 days of history · worst day 88%

91 days agonow

100.0%

Uptime 24h

92 of 92 checks

Tools

read from the server

178 ms

Response time

average over 24h

Stars

last commit 21 Sep 2026

What changed 2

Every tool that appeared, vanished or quietly changed what it asks for. Recorded since 21 September 2026. No other catalogue keeps this.

23 Oct the owner changed

21 Sep a tool appeared list_articles

Nothing serious here today

Today is the operative word: we check Self Hosted AI every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 0 min ago.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

claude mcp add self-hosted-ai --transport http 'https://mcp.sovgrid.org/self-hosted-ai?ref=mcp-io'

Settings → Connectors → Add custom connector, then paste this address

https://mcp.sovgrid.org/self-hosted-ai?ref=mcp-io

~/.codex/config.toml

[mcp_servers.self-hosted-ai]
url = "https://mcp.sovgrid.org/self-hosted-ai?ref=mcp-io"

.cursor/mcp.json

{
  "mcpServers": {
    "self-hosted-ai": {
      "url": "https://mcp.sovgrid.org/self-hosted-ai?ref=mcp-io"
    }
  }
}

.vscode/mcp.json

{
  "servers": {
    "self-hosted-ai": {
      "type": "http",
      "url": "https://mcp.sovgrid.org/self-hosted-ai?ref=mcp-io"
    }
  }
}

Available tools 5

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

article

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.

articles

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.

blog

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.

diagnose

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.

Endpoints

URL	Transport	State	Latency	Checked
https://mcp.sovgrid.org/self-hosted-ai?ref=mcp-io	streamable-http	answering	163 ms	0 min ago

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Self Hosted AI — questions

Answers built from our own checks of this server.

What can Self Hosted AI do?

It exposes 5 tools, read directly from the server on our last check. Among them: diagnose_sglang, get_article, list_articles, list_tags, search_blog. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →

Is Self Hosted AI working right now?

We send a real MCP handshake every 15 minutes. Over the last 24 hours 92 of 92 checks got a reply (100.0%), average response time 178 ms. The bar chart above shows every period we have measured.

How do I connect Self Hosted AI?

Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.

Does Self Hosted AI need an API key?

No. Self Hosted AI completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 5 of them are readable on this page. This is what we observed, not what the docs claim.

How fast is Self Hosted AI?

It answers our handshake in 178 ms on average, which is faster than 74% of all working MCP servers we measure. The comparison comes from our own checks across the whole registry, every 15 minutes.

Is Self Hosted AI open source?

The code is open source: it is published under the MIT licence, written in Python and 3 stars on GitHub. The licence covers the code in the repository, not the hosted service at mcp.sovgrid.org, which runs on its operator's own terms.