Every score, benchmark, exercise, and tool here is callable by the assistant you already use. Nothing to install on our side. Nothing uploaded to us.
Direct answer: connect any AI assistant to this atlas over MCP at https://unitedwetransform.com/mcp, or point an agent that does not support MCP at /llms.txt.
The human side of pointing your AI at this atlas, deciding what to ask and what to do with the answer, is its own role. We call it the Cognitor.
Agendas get drafted and rebuilt in a doc, a chat, an editor, a terminal, not a browser tab you have to remember to open. Building the atlas as a tool your assistant can call, instead of another site to visit, matches how the design work actually happens.
The Gathering Effectiveness Score is meant to be checked, not trusted blindly. That only works if the evidence is reachable from any client, in any assistant, with no login and no lock-in. We do not get to pick who is allowed to ask.
The grader and the team engine run the exact same in-process code whether you use the browser or an agent. What you send is never stored, never logged beyond an aggregate count, and never used to change the atlas.
Pick your client, copy the line, and the atlas is a tool your assistant can call.
claude mcp add --transport http uwt https://unitedwetransform.com/mcp
Run this in any project directory. The server appears the next time you start Claude Code.
codex mcp add uwt --url https://unitedwetransform.com/mcp
Registers a streamable HTTP server directly, no config file editing needed. Start a new Codex session afterward.
{
"mcpServers": {
"uwt": {
"url": "https://unitedwetransform.com/mcp"
}
}
}Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json for every project.
https://unitedwetransform.com/mcp
Settings, then Connectors, then Add custom connector. Paste the URL and click Add. No API key or OAuth needed.
https://unitedwetransform.com/mcp
Cowork uses the same connector settings as Claude Desktop and claude.ai: Settings, then Connectors, then Add custom connector.
https://unitedwetransform.com/mcp
Streamable HTTP, no auth, read-only. Discovery document (tool list, description): https://unitedwetransform.com/.well-known/mcp.json
{
"mcpServers": {
"uwt": {
"serverUrl": "https://unitedwetransform.com/mcp"
}
}
}Open Manage MCP Servers, then View raw config, and paste this block. Antigravity needs serverUrl, not the older httpUrl field.
Any agent that can fetch a URL can still use this atlas. Point it at the navigation index first, then the plain JSON endpoints below.
curl https://unitedwetransform.com/api/statistics.json
curl https://unitedwetransform.com/api/score/{event-slug}.json
Seven tools, all read-only, served from the same MCP endpoint above.
| Tool | What it does | Example ask |
|---|---|---|
grade_agenda | Score a pasted agenda with the deterministic UWT rubric. Runs in-process; the text is never stored. | Grade this draft agenda. |
get_event_score | Fetch the cached scorecard for one of 23,624 scored events by slug. | Compare two events I am considering sponsoring. |
search_gatherings | Search the gold-verified gathering index by free text, category, and minimum score. | Find the highest-scoring sales kickoffs in the gold set. |
get_statistics | Return corpus-wide summary statistics for the atlas. | What is the average score across all agendas? |
get_leaderboard | Return the gold-verified leaderboard, ranked by score. | Show me the top 10 highest-scoring events. |
get_exercises_for_pillar | Return the suggested improvement exercises for one scoring pillar. | Give me three exercises for weak follow-through. |
make_teams | Form balanced teams or breakout rounds from a pasted roster. Runs the same engine as /team-creator/; the roster is never stored. | Split these 60 attendees into balanced tables of 6. |
Read-only. No accounts. No tracking of individual tool calls. The full privacy contract is at /agents.md. Found a score that looks wrong, or a tool that misbehaves? Email corrections@unitedwetransform.com, or use the correction link on any scorecard.