Dictionary of Applied Machine Learning MCP Server

by dictionaryofml Your server? Claim it

answering

Dictionary of Applied Machine Learning is answering right now. Last checked 14 min ago. It exposes 6 tools. Last commit 6 Nov 2026.

Look up, search and cross-reference machine-learning terms from dictionaryofml.org.

Uptime history 13 days of history

13 days agonow

100.0%

Uptime 24h

91 of 91 checks

Tools

read from the server

197 ms

Response time

average over 24h

Stars

last commit 6 Nov 2026

What changed 2

Every tool that appeared, vanished or quietly changed what it asks for. Recorded since 28 October 2026. No other catalogue keeps this.

28 Oct 2 tools appeared get_learning_path, list_learning_paths

Nothing serious here today

Today is the operative word: we check Dictionary of Applied Machine Learning every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 14 min ago.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

claude mcp add dictionary --transport http https://dictionaryofml.org/mcp

Settings → Connectors → Add custom connector, then paste this address

https://dictionaryofml.org/mcp

~/.codex/config.toml

[mcp_servers.dictionary]
url = "https://dictionaryofml.org/mcp"

.cursor/mcp.json

{
  "mcpServers": {
    "dictionary": {
      "url": "https://dictionaryofml.org/mcp"
    }
  }
}

.vscode/mcp.json

{
  "servers": {
    "dictionary": {
      "type": "http",
      "url": "https://dictionaryofml.org/mcp"
    }
  }
}

Available tools 6

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

learning

get_learning_path

One reading order with the abstract of every term in it. Give `topic` (a path id or words from its title or audience), or `terms` (an explicit list of term keys or names, kept in the given order) — the form a selection on alexjung.at/baukasten/ takes.

list_learning_paths

The author's curated reading orders through the dictionary: one per topic (how ChatGPT works, AI foundations, explainable and trustworthy AI, mathematics of AI, ...), each with its audience and its terms in the order to read them. Use when someone asks what to learn, read, or teach about a topic, or how to structure a course or seminar.

all

list_all_terms

List every term of the Dictionary of Applied Machine Learning (name and key).

lookup

lookup_term

Full dictionary entry (abstract, definition, cross-references) for a term, by key or name.

get_related_terms

The terms a given entry cross-references (its See-also list), with their abstracts.

terms

search_terms

Search term names and definitions for a keyword or phrase; returns the best matches.

Endpoints

URL	Transport	State	Latency	Checked
https://dictionaryofml.org/mcp	streamable-http	answering	179 ms	14 min ago

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Dictionary of Applied Machine Learning — questions

Answers built from our own checks of this server.

What can Dictionary of Applied Machine Learning do?

It exposes 6 tools, read directly from the server on our last check. Among them: get_learning_path, get_related_terms, list_all_terms, list_learning_paths, lookup_term, search_terms. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →

Is Dictionary of Applied Machine Learning working right now?

We send a real MCP handshake every 15 minutes. Over the last 24 hours 91 of 91 checks got a reply (100.0%), average response time 197 ms. The bar chart above shows every period we have measured.

How do I connect Dictionary of Applied Machine Learning?

Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.

Does Dictionary of Applied Machine Learning need an API key?

No. Dictionary of Applied Machine Learning completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 6 of them are readable on this page. This is what we observed, not what the docs claim.

How fast is Dictionary of Applied Machine Learning?

It answers our handshake in 197 ms on average, which is faster than 73% of all working MCP servers we measure. The comparison comes from our own checks across the whole registry, every 15 minutes.

Is Dictionary of Applied Machine Learning open source?

We cannot say either way: written in Jupyter Notebook, 0 stars on GitHub and 4 open issues, but we could not determine the licence, and without one the code is not open source by default.