mcpbeat

Self Hosted AI MCP Server

org.sovgrid/self-hosted-ai
answering

Self Hosted AI is answering right now. Last checked 13 min ago. It exposes 4 tools. Last commit 20 Jul 2026.

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

Uptime history 39 hours of history
39 hours agonow
100.0%
Uptime 24h
91 of 91 checks
4
Tools
read from the server
233 ms
Response time
average over 24h
3
Stars
last commit 20 Jul 2026

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 13 min ago.

run in your terminal
claude mcp add self-hosted-ai --transport http https://mcp.sovgrid.org/self-hosted-ai?ref=mcp-io
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "self-hosted-ai": {
      "url": "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
{
  "mcpServers": {
    "self-hosted-ai": {
      "url": "https://mcp.sovgrid.org/self-hosted-ai?ref=mcp-io"
    }
  }
}

Available tools 4

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.
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.
tags
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.

Endpoints

URLTransportStateLatencyChecked
https://mcp.sovgrid.org/self-hosted-ai?ref=mcp-io streamable-http answering 162 ms 13 min ago

Self Hosted AI — questions

Answers built from our own checks of this server.

What can Self Hosted AI do?
It exposes 4 tools, read directly from the server on our last check. Among them: diagnose_sglang, get_article, 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 91 of 91 checks got a reply (100.0%), average response time 233 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 with the file path 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 4 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 233 ms on average, which is faster than 56% 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?
Yes — it is published under the MIT licence, written in Python and 3 stars on GitHub. The source link is on this page, so you can read exactly what it does with your data before you connect it.