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8 clients · secrets stay placeholders

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

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

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

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "self-hosted-ai": {
      "type": "remote",
      "url": "https://mcp.sovgrid.org/self-hosted-ai?ref=mcp-io",
      "enabled": true
    }
  }
}

{
  "mcpServers": {
    "self-hosted-ai": {
      "type": "http",
      "url": "https://mcp.sovgrid.org/self-hosted-ai?ref=mcp-io"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=self-hosted-ai&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vbWNwLnNvdmdyaWQub3JnL3NlbGYtaG9zdGVkLWFpP3JlZj1tY3AtaW8ifQ%3D%3D"
}

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

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

extensions:
  "self-hosted-ai":
    enabled: true
    name: "self-hosted-ai"
    type: streamable_http
    uri: "https://mcp.sovgrid.org/self-hosted-ai?ref=mcp-io"
    timeout: 300

Quality 89 / 100good

protocol88 · weight 25

pass
protocol.modernsupports 2026-07-28 (server/discover)
pass
protocol.statelessanswers without a session
pass
protocol.transportstreamable HTTP
warn
protocol.list_ttltools/list declares ttlMs 0, so clients re-fetch it on every use

authorizationn/a · weight 15

n/a
auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
n/a
auth.secret_in_urlno templated URL

tool hygiene86 · weight 30

pass
tools.descriptionsevery tool has a description
pass
tools.description_lengthdescriptions are concise
pass
tools.schemasevery tool has an object input schema
pass
tools.annotations5 of 5 tools declare readOnlyHint or destructiveHint
fail
tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: search_blog (destructiveHint); diagnose_sglang (destructiveHint); list_articles (destructiveHint); …
pass
tools.token_costabout 1,377 tokens to load every tool
pass
tools.api_dumptools are not a one-to-one API dump

stability100 · weight 15

pass
stability.changesno tool changes in 30 days
pass
stability.rug_pullno tool changed its meaning under the same name

dependenciesn/a · weight 15

n/a
deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

5 tools, about 1,377 tokens to load them all · tool set 01f2c8d7f71c · checked 2026-10-20 10:03 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 89 / 100

provenance85

liveness100

freshness65

hygiene100

+repository +dns-namespace +website +reachable +uptime-100% ~updated-168d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remote	auth	reachable	uptime 30d	p50	protocol	last ok
`https://mcp.sovgrid.org/self-hosted-ai?ref=mcp-io` streamable-http	none	yes	100%	878 ms	2026-07-28	2026-10-20

Tools (5)

`diagnose_sglang`read-only	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_article`read-only	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_articles`read-only	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_tags`read-only	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_blog`read-only	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.

Schemas: list_tools.

Similar MCP servers

Official server.json

{
  "name": "org.sovgrid/self-hosted-ai",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://mcp.sovgrid.org/self-hosted-ai?ref=mcp-io",
      "type": "streamable-http"
    }
  ],
  "version": "1.0.0",
  "repository": {
    "url": "https://github.com/cipherfoxie/sovereign-mcp",
    "source": "github"
  },
  "websiteUrl": "https://sovgrid.org",
  "description": "Engineering log of self-hosted AI on NVIDIA DGX Spark (GB10/SM121A). 60+ articles indexed."
}