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8 clients · secrets stay placeholders

JSON (mcpServers)Claude CodeCodexOpenCodeCursorVS CodeGemini CLIGoose

{
  "mcpServers": {
    "ai-school": {
      "type": "http",
      "url": "https://lillytechsystems.com/mcp"
    }
  }
}

claude mcp add --transport http ai-school https://lillytechsystems.com/mcp

[mcp_servers.ai-school]
url = "https://lillytechsystems.com/mcp"

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "ai-school": {
      "type": "remote",
      "url": "https://lillytechsystems.com/mcp",
      "enabled": true
    }
  }
}

{
  "mcpServers": {
    "ai-school": {
      "type": "http",
      "url": "https://lillytechsystems.com/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=ai-school&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vbGlsbHl0ZWNoc3lzdGVtcy5jb20vbWNwIn0%3D"
}

{
  "servers": {
    "ai-school": {
      "type": "http",
      "url": "https://lillytechsystems.com/mcp"
    }
  }
}

{
  "mcpServers": {
    "ai-school": {
      "httpUrl": "https://lillytechsystems.com/mcp"
    }
  }
}

extensions:
  "ai-school":
    enabled: true
    name: "ai-school"
    type: streamable_http
    uri: "https://lillytechsystems.com/mcp"
    timeout: 300

Quality 85 / 100good

protocol75 · weight 25

warn
protocol.modernnewest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
n/a
protocol.statelessonly applies to 2026-07-28 servers
pass
protocol.transportstreamable HTTP
n/a
protocol.list_ttlonly applies to 2026-07-28 servers

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.annotations4 of 4 tools declare readOnlyHint or destructiveHint
fail
tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: search_lessons (destructiveHint); read_lesson (destructiveHint); get_track (destructiveHint); …
pass
tools.token_costabout 463 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

4 tools, about 463 tokens to load them all · tool set c130441fc111 · checked 2026-10-20 11:08 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 93 / 100

provenance85

liveness100

freshness85

hygiene100

+repository +dns-namespace +website +reachable +uptime-100% ~updated-46d-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://lillytechsystems.com/mcp` streamable-http	none	yes	100%	446 ms	2025-11-25	2026-10-20

Tools (4)

`get_track`read-only	Get one track with its full lesson list, so you can see the structure of a course and pick the right lesson to read.
`list_tracks`read-only	List AI School course tracks, optionally filtered by a substring of the title or slug. Each track is a structured course on one subject. Use this to find the right course before drilling into its lessons.
`read_lesson`read-only	Fetch the full text of a lesson by its URL (as returned by search_lessons or get_track). Returns readable markdown-ish text with headings and code blocks.
`search_lessons`read-only	Search the AI School curriculum (500+ tracks, thousands of free lessons on AI engineering, governance, security, and applied AI by profession). Returns matching lesson titles and URLs. Use this before answering an AI-topic question when a concrete, citable lesson would help, then read_lesson to get the text.

Schemas: list_tools.

Similar MCP servers

Official server.json

{
  "name": "com.lillytechsystems/ai-school",
  "title": "AI School by Lilly Tech Systems",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://lillytechsystems.com/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "1.0.0",
  "repository": {
    "url": "https://github.com/Lilly-Tech-Collab/ai-school-mcp",
    "source": "github"
  },
  "websiteUrl": "https://lillytechsystems.com/ai-school/developers.html",
  "description": "Search and read 550+ free AI course tracks and 21,000+ lessons, so answers can cite a real lesson."
}