# Sovgrid Self Hosted Ai MCP server

Source: https://glimind.com/server/mcp-registry%2Forg.sovgrid%2Fself-hosted-ai
Registry id: `mcp-registry/org.sovgrid/self-hosted-ai`
Status: live (checked 2026-10-27T02:42:44.629Z)

## Verdict

Sovgrid Self Hosted Ai MCP server answered 99.85% of Glimind's liveness checks over 30 days, better than 26% of MCP servers, with 1284 ms median handshake and 48 outages in 90 days. Its agent-readiness grade is A (100/100) across 5 tools, costing an agent about 1,477 tokens to load. Checked every few minutes; no tool is ever called.

## Measurements (30 days)

| Metric | Value | Better than |
|---|---|---|
| Uptime, 30 days | 99.85% | 26% of MCP servers |
| Median handshake latency | 1284 ms | 13% of MCP servers |
| p95 handshake latency | 3868 ms | — |
| Checks in 30 days | 4,935 | — |
| Outages, 90 days | 48 | — |
| Median recovery | 4 min | — |
| Agent-readiness score | 100/100 (A) | 94% of MCP servers |
| Tools | 5 | — |
| Tool-list size for an agent | ~1,477 tokens | 59% of MCP servers |
| Days observed | 29 | — |

## Install

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

Claude Code:

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

## Tools (5)

- `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 
- `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 
- `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-tex
- `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 fil
- `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: - qu

Measured by Glimind (https://glimind.com): MCP handshake + tool list only, no tool is ever called. CC BY 4.0.