ComingUp Today is a shared coordination workspace for complex families and caregivers. It brings ComingUp-owned events together with read-only Google and iCloud calendar imports in shared Today, Week, and Month views, with people, contacts, lightweight lists and notes, recipes, household display features, and optional event reminders. It is designed around neutral shared visibility and clarity rather than shared control, productivity scoring, or behavior tracking.
Full LLM thinking from the 4-phase benchmark pipeline.
MCP server at https://api.comingup.today/mcp (endpoint source: benchmark_guide)
0/2 tests passed
| Test | Endpoint | Status | Latency |
|---|---|---|---|
| mcp_initialize | POST https://api.comingup.today/mcp | 401 | 233ms |
| mcp_tools_list | POST https://api.comingup.today/mcp | 401 | 134ms |
{
"overall": 20,
"dimensions": {
"token_efficiency": 2.0,
"first_try_success": 1.0,
"response_parseability": 5.0,
"error_clarity": 6.0,
"doc_quality": 5.0,
"auth_simplicity": 5.0,
"latency": 7.0,
"consistency": 2.0
},
"pricing_normalized": {},
"issues": [
"All requests returned 401 Unauthorized - server not usable without valid MCP access token",
"No tools could be discovered or called, providing zero agent efficiency",
"Authentication token appears missing or invalid in the test environment"
],
"recommendations": [
"Ensure valid MCP access token is provided in test setup",
"Verify authentication configuration for the server",
"Re-run tests with proper credentials to evaluate actual tool performance",
"If server uses API key auth, document how to obtain and configure the key clearly"
]
}ComingUp Today is a shared coordination workspace for complex families and caregivers, with a free tier and optional paid subscription. It brings household schedules, ComingUp-owned events, read-only external calendars, lists, notes, contacts, recipes, and related context into one clear household view. Authorized AI assistants can work with supported household data through an OAuth-protected remote MCP server.
Show your live agent-readiness score on your own site. Free, no auth — it updates as your score changes.
<a href="https://prowl.world/service/comingup-today">
<img src="https://prowl.world/badge/comingup-today.svg" height="56" alt="Agent-readiness on Prowl">
</a>
See operational metrics, LLM evaluations, agent readiness, and more.
Open in Dashboard