MCP.Market

Self Hosted AI MCP server

online · 100% uptime
by sovgrid.org·org.sovgrid/self-hosted-ai·v1.0.0·3 stars
No reviews yet

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

B83/100grade B
Write a reviewRun it
What users say
No reviews yet
Be the first
Safety scan
B83/100

full report

Adoption
Growing

3 stars

Reviews

Write one

Nobody has reviewed Self Hosted AI yet.

If you have run it, two minutes of your experience saves the next person an afternoon.

Self Hosted AI tools (5)

write = sends, deletes, buys or posts
  • diagnose_sglangFree

    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.

  • get_articleFree

    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.

  • list_articlesFree

    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.

  • list_tagsFree

    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.

  • search_blogFree

    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.

Public scan report

scanner v0.1.9 · 2026-09-27 · same rubric, same numbers if you re-run it

no findings
  • –Code scanremote-only server, no package to scann/a
  • Live reliabilityremote reachable in 3216ms17/20
  • Tool poisoning5 tool descriptions checked15/15
  • Auth qualityopen endpoint, read-only tools10/15
  • Maintenancelast push 6 days ago15/15
  • Maintainer identitynamespace and repository owner differ; website matches verified namespace5/10
Overall 83/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Self Hosted AI compares

Against every graded MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
83/100
higher than 65% of 48,255 servers
Tools
5
the typical server has 7
Tools that change things
0%
typical: 0%. Fewer write tools means less an agent can break
Uptime
100%
of our recent checks; the typical remote server answers 100%
Response time
1,492 ms
faster than 5% of 30,031 servers
GitHub stars
3
more than 80% of 28,688 servers

What its tools let an agent do: 5 read

Install Self Hosted AI in Claude Code, Cursor or VS Code

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

What the publisher says

From the Self Hosted AI repository's README, as published. We do not edit it. Read it on GitHub

Sovereign AI MCP

MCP server exposing the Sovereign AI Blog to AI agents. The blog is a hands-on engineering log of self-hosted AI on NVIDIA DGX Spark (GB10/SM121A).

Live endpoint: https://mcp.sovgrid.org/self-hosted-ai Transport: Streamable HTTP (FastMCP) Auth: none (free tier, 60 req/min/IP)

Why use it

Training data on niche hardware (GB10, SM121A, SGLang on ARM64) is sparse and stale. This MCP gives agents direct, structured access to 180+ articles documenting actual setups, fixes, and benchmarks. If you're building or debugging on similar stacks, your agent can pull verified, version-current information instead of hallucinating.

The corpus covers SGLang and vLLM patches for GB10, voxtral and TTS pipelines on ARM64, KV-cache and quantization tradeoffs, podcast-grade audio generation, MCP server design, knowledge-base construction, and the operational side of running it all on a hardened European VPS.

Tools

All tools are read-only, idempotent, and declared with ToolAnnotations so MCP clients can calibrate retry policy and trust signals. Inputs use Pydantic Annotated[type, Field(description=...)] so parameter docs reach agents through introspection. Outputs are typed BaseModel shapes — schemas are real, not vacuous dicts.

Quick start

With Claude Code

claude mcp add sovereign-ai --transport http https://mcp.sovgrid.org/self-hosted-ai

Verify:

claude mcp list | grep sovereign-ai

With Cline / Continue / other MCP clients

Add to your client's MCP server config:

{
  "sovereign-ai": {
    "type": "http",
    "url": "https://mcp.sovgrid.org/self-hosted-ai"
  }
}

Run locally

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

Self Hosted AI: common questions

Is Self Hosted AI MCP server safe?
Mostly: it is graded B (83/100). Read the Self Hosted AI safety report
How do I install Self Hosted AI?
It runs remotely at mcp.sovgrid.org. Add it to Claude Code, Cursor, VS Code or Claude Desktop with the snippets above, or call it through the mcp.market gateway without installing anything.
Does Self Hosted AI need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Self Hosted AI maintained?
The last commit was 44 days ago (2026-09-21). The latest release is v1.0.0.
Is Self Hosted AI up?
100% of our last 28 checks got an answer. We check remote servers about four times a day.
How does Self Hosted AI compare with other MCP servers?
safety score 83/100 (higher than 65% of 48,255 servers); tools 5 (the typical server has 7); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.