MCP server

What Led To Official

com.whatledto/whatledto

Checked 26 Oct 2026, 08:29 UTC · Connected to it and listed its tools

Living, source-backed timelines of long-running events, with a quote and source per entry.

Website

At a glance

Type

MCP server

Publisher

whatledto.com (verified by the MCP Registry)

Status

Working at last check

Tools

7

Token cost

About 1,746 tokens per request

Sets up in

Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok

Last checked

26 Oct 2026, 08:29 UTC

Connect it to your agent

Add to CursorAdd to VS CodeVS Code Insiders

Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.

Claude Code

claude mcp add --transport http whatledto https://whatledto.com/mcp

Claude Desktop

Settings → Connectors → Add custom connector, and paste the URL.

Codex (config.toml)

[mcp_servers.whatledto]
url = "https://whatledto.com/mcp"

Gemini CLI

{"mcpServers":{"whatledto":{"httpUrl":"https://whatledto.com/mcp"}}}

Cursor

{"mcpServers":{"whatledto":{"url":"https://whatledto.com/mcp"}}}

VS Code

{"servers":{"whatledto":{"type":"http","url":"https://whatledto.com/mcp"}}}

Antigravity

agy mcp add whatledto https://whatledto.com/mcp

ChatGPT

Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.

OpenAI API (Responses tools)

{"type":"mcp","server_label":"whatledto","server_url":"https://whatledto.com/mcp","require_approval":"always"}

Grok (xAI API tools)

{"type":"mcp","server_label":"whatledto","server_url":"https://whatledto.com/mcp"}

Tools

• ask ~263 tokens
  Answer a why/how question as a chain: an ordered set of dated, sourced entries from the timelines with one line on why each led to the next, written by the editor rather than generated. Returns the best-matching chain with every step's entry (URL, date, summary, sources), or, when no chain fits, the
• get_entry ~259 tokens
  One dated entry in full: its summary, type, the parties it names, every source with the outlet, the publication date and the verbatim quote it was read from, plus the relations and cross-timeline links it takes part in. Use it after search_entries or get_timeline has found an entry and you need the
• get_party ~308 tokens
  Everything the site records about one company, person or regulator across every timeline: its role on each, the parties it most often appears alongside, and every dated entry that names it, newest first, with sources. Use it instead of search_entries when you want one actor's whole history rather th
• get_timeline ~253 tokens
  One timeline in full: TL;DR, dated entries newest first with sources and quotes, relations between entries, links to other timelines, what to watch next and open questions. Pass since=YYYY-MM-DD to get only entries dated on or after that day (what changed recently).
• list_timelines ~85 tokens
  Every timeline on the site with its topic, tags, entry count, date range, last update and a short summary. Start here to find the slug for get_timeline.
• search_entries ~332 tokens
  Find dated entries across every timeline by keywords, party id, timeline slug and date range. Every keyword must match (title, summary, party or timeline name); results are ranked, newest first among equals. Returns the entry text and url; call get_entry for quotes and sources.
• upcoming ~246 tokens
  Scheduled dates the timelines are watching — earnings, rulings, launches, rule deadlines — each with why it matters, the timeline it belongs to and a source where one exists. Use it to answer what happens next across the site, rather than reading each timeline for its own catalysts. Returns the date

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