org.sovgrid/self-hosted-ai
org.sovgrid/self-hosted-aisovgrid.orgstreamable-httpv1.0.0Scanned
Engineering log of self-hosted AI on NVIDIA DGX Spark (GB10/SM121A). 60+ articles indexed.
5 tools: 5 only read.
- Reads private data · 0
- Reads text others write · 0
- Can send data out · 0
- No findings
The remote endpoint did not answer the last look. Remote posture
Anlyon alternative
Run the operations that matter as governed actions.
Declare what an action changes, and Anlyon puts it under a shared limit, binds every approval to the exact request, and grades the outcome. It works on any HTTPS API you can describe as an action.
Anlyon does not run, proxy or govern this MCP server. A tool your own code calls directly is not routed through Anlyon and is not governed by it.
Import an OpenAPI spec →Tools
Grouped by what each tool does, most consequential first. Open one for its reasons and full description; descriptions are the publisher's own words.
5 tools
Only reads 5Show 5 read-only tools
diagnose_sglangValidate an SGLang configuration for NVIDIA DGX Spark (GB10/SM121A).No findings
Why it is in this group
- The description's first verb is "validate": a word for reading.
Description, as the server wrote it 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.
Annotations the server declares
- idempotentHint: true
- openWorldHint: false
- readOnlyHint: true
- title: Diagnose SGLang Config
get_articleRetrieve the full content of a blog article by its slug.No findings
Why it is in this group
- The name "get_article" says "get": a word for reading.
Description, as the server wrote it 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.
Annotations the server declares
- idempotentHint: true
- openWorldHint: false
- readOnlyHint: true
- title: Get Article
list_articlesList all blog articles.No findings
Why it is in this group
- The name "list_articles" says "list": a word for reading.
Description, as the server wrote it 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.
Annotations the server declares
- idempotentHint: true
- openWorldHint: false
- readOnlyHint: true
- title: List Articles
list_tagsList all topic tags used across the Sovereign AI Blog corpus, with article counts.No findings
Why it is in this group
- The name "list_tags" says "list": a word for reading.
Description, as the server wrote it 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.
Annotations the server declares
- idempotentHint: true
- openWorldHint: false
- readOnlyHint: true
- title: List Tags
search_blogSearch the Sovereign AI Blog for articles matching a natural language query, optionally filtered by tag and sorted by relevance or date.No findings
Why it is in this group
- The name "search_blog" says "search": a word for reading.
Description, as the server wrote it 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.
Annotations the server declares
- idempotentHint: true
- openWorldHint: false
- readOnlyHint: true
- title: Search Blog
This is not a safety rating, and no finding is not a safety guarantee. The groups and findings come from fixed checks of the tool definitions the server returned on the date shown, not from its code or what it does when called. How the checks work.
Exfil surface
Which tools read private data, which read text someone else can write, and which can send data out. One of each is a path a prompt injection can use.
No private-data, untrusted-input, outbound path in this server alone: no tool is tagged private-data or untrusted-input or outbound.
- Reads private data0
- Reads files, mail, messages, databases, secrets, calendars or repositories.
- Reads text others write0
- Brings in text someone else can write: web pages, inbound email, messages, issues and comments.
- Can send data out0
- Can carry data to people or systems: it sends, posts or publishes, or takes a recipient, channel or URL.
Other servers in the same agent add their own tools to these paths. Audit your whole setup to see them together.
Remote posture
What anyone on the internet sees at the remote endpoint: an anonymous initialize and tools/list, and the public OAuth metadata.
Looked at Oct 22, 2026, 15:12 UTC, unchanged since Oct 22, 2026. No credentials were sent and no tool was called. What is looked at.
- Reachable
- no
- HTTP status of an anonymous initialize
- not observed
- tools/list served without credentials
- no
- Tools that change things, listed without credentials
- 0
- Protocol version
- not observed
- WWW-Authenticate on 401
- not observed
- resource_metadata in WWW-Authenticate
- not observed
- RFC 9728 protected resource metadata
- not observed
- Authorization servers
- not observed
- Legacy HTTP+SSE transport
- no
- Dynamic client registration
- not observed
- Client ID metadata documents
- not observed
The probe stopped: The operation was aborted due to timeout
Findings
Matches of fixed checks, with the text they matched.
No check matched anything in these tool definitions. That is not a safety guarantee.
History
Changes to its tool definitions and to its remote endpoint, newest first.
No change seen yet. Its tools are rescanned every day, and a remote endpoint is looked at once a week.
Install
Pinned to version 1.0.0. Values in angle brackets are yours to fill in.
claude mcp add --transport http self-hosted-ai https://mcp.sovgrid.org/self-hosted-ai?ref=mcp-ioclaude mcp add --transport http self-hosted-ai https://mcp.sovgrid.org/self-hosted-ai?ref=mcp-ioRun in a terminal.
Claude Code permissions
Allow the reads, ask before a change or a way out, deny the deletes. Paste into .claude/settings.json.
{
"permissions": {
"allow": [
"mcp__self-hosted-ai__search_blog",
"mcp__self-hosted-ai__list_articles",
"mcp__self-hosted-ai__get_article",
"mcp__self-hosted-ai__diagnose_sglang",
"mcp__self-hosted-ai__list_tags"
],
"ask": [],
"deny": []
}
}Tools that only read are allowed, tools that change things ask first, tools that delete or cancel are denied. A read that can send data out (it takes a URL, say) asks first too. It assumes the server is installed as self-hosted-ai. Review it before you use it.
Pin
Keep the decision: fail CI when the tools change, follow every change, or show a badge.
Pin in CI
Fail a build when the tools you reviewed are not the tools the server serves today.
curl -s "https://anlyon.dev/api/v1/servers/org.sovgrid/self-hosted-ai/verify?hash=0cf862f37f3a92a1767d0cfd3c30443909b8de8fc2805e225f91c0d184f03b57" | jq -e '.changed == false'Pinned hash 0cf862f37f3a, from Oct 21, 2026, 19:15 UTC.
Watch
Get told when its tools change: a new tool, a new description, a new class.
https://anlyon.dev/servers/org.sovgrid/self-hosted-ai/changes.xmlAn Atom feed. Works in any feed reader or Slack's RSS app.
Badge
[](https://anlyon.dev/servers/org.sovgrid/self-hosted-ai)Source: MCP Registry · repository. Synced Oct 21, 2026, 18:54 UTC.