AgentsReady
Verified deep dive · Commerce

Uber

Run the agent liveReport a change
5 minTime to key
NoNo-human path
4Human gates
4/10Onboarding score
Manual reviewPartner applicationPhone OTPTalk to sales

Fastest path to a key

  1. Phone OTP
    Consumer agent path (fastest): add Claude connector https://mcp.uber.com/claude/rides-3p/mcp (rides price/ETA estimates) and/or https://mcp.ubereats.com/eats-claude/mcp (restaurant/menu browse) -> OAuth sign-in to Ube…
  2. Developer path: sign in to developer.uber.com dashboard with an Uber account -> Register App -> pick product (e.g. Rides/Guest Rides) -> accept terms -> get client_id/secret.
  3. Admin approval
    Request privileged scope (guests.trips, business.*, eats.*) from Uber / Uber for Business rep with org name, admin email, client id, use case and endpoint list -> wait for approval -> enable scope in dashboard.
  4. Manual review
    client_credentials token -> call sandbox (sandbox-api.uber.com/v1/guests/) -> production after review.
  5. Working API key

Biggest gap

No self-serve API for ride requests; no llms.txt/markdown docs; MCP endpoints are per-client paths rather than one open DCR server.

Worth copying

Consumer MCPs scoped to safe read actions (estimates, menus) with booking/payment handed off to the native app.

Sources (11) · checked 2026-10-11
27Readiness score / 100
L1 Agent-readableBeats 28% of 1,846 companies
Access20/20
Context3/20
Interfaces4/32
Onboarding0/19
Trust0/9

Biggest gains

  1. +12 Remote MCP server for the product. Host a remote MCP server (e.g. mcp.<domain>/mcp, Streamable HTTP) for your core actions.
  2. +8 llms.txt exists. Publish /llms.txt: a markdown index of your docs at the root or docs host.
  3. +8 Machine-readable API spec. Publish an OpenAPI spec at a stable URL like /openapi.json and link it from llms.txt.
All 20 checks
  • PASSAgents get the real page, not a bot wall10
  • PASSrobots.txt lets user-triggered agents in6
  • PASSContent is server-rendered4
  • FAILllms.txt exists8
  • FAILllms-full.txt exists3
  • FAILDocs available as markdown6
  • PASSSitemap2
  • PASSStructured metadata1
  • PASSPublic developer docs4
  • FAILMachine-readable API spec8
  • FAILRemote MCP server for the product12
  • FAILDocs MCP or searchable docs4
  • FAILSDKs and a CLI4
  • FAILOAuth discovery metadata5
  • FAILAgents can self-register OAuth clients6
  • FAILSelf-serve API keys5
  • FAILFree tier or test mode3
  • FAILAgent manifests4
  • FAILsecurity.txt2
  • FAILPublic status page3

Your fix pack: 15 changes, up to +73 points

Each change is ready to paste, filled in for uber.com, with a command to check it worked. Or hand the whole list to your coding agent.

A remote MCP server lets Claude, ChatGPT and Cursor act on your product in one click, with no glue code.

Where: https://mcp.uber.com/mcp (Streamable HTTP)
// npm i @modelcontextprotocol/sdk zod  — minimal remote MCP server (Streamable HTTP, stateless)
import { McpServer } from "@modelcontextprotocol/sdk/server/mcp.js";
import { StreamableHTTPServerTransport } from "@modelcontextprotocol/sdk/server/streamableHttp.js";
import express from "express";
import { z } from "zod";

const app = express();
app.use(express.json());

app.post("/mcp", async (req, res) => {
  const server = new McpServer({ name: "uber.com", version: "1.0.0" });
  // One tool per core job. Clear verbs, typed inputs, small outputs.
  server.tool("create_<thing>", "Create a <thing> for the signed-in user.", { name: z.string() },
    async ({ name }) => {
      const key = req.headers.authorization?.replace("Bearer ", ""); // scoped API key or OAuth token
      const r = await fetch("https://uber.com/v1/<things>", { method: "POST", headers: { Authorization: `Bearer ${key}` }, body: JSON.stringify({ name }) });
      return { content: [{ type: "text", text: await r.text() }] };
    });
  const transport = new StreamableHTTPServerTransport({ sessionIdGenerator: undefined });
  res.on("close", () => transport.close());
  await server.connect(transport);
  await transport.handleRequest(req, res, req.body);
});
app.listen(3000);
Check it worked:curl -s -X POST https://mcp.uber.com/mcp -H 'Content-Type: application/json' -H 'Accept: application/json, text/event-stream' -d '{"jsonrpc":"2.0","id":1,"method":"initialize","params":{"protocolVersion":"2025-06-18","capabilities":{},"clientInfo":{"name":"t","version":"1"}}}' -i | head -15

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