Use cases · AI agents
Give your agent somewhere to keep watching after the chat ends.
tlly is a hosted MCP server for scheduled data jobs, time series, dashboards, thresholds and alert webhooks. Your agent sets them up; tlly's scheduler keeps running them. Claude, Cursor, ChatGPT and any MCP client, over OAuth or an API key.
Start free, no card Read the agent instructions
The first dashboard usually takes a few minutes in the chat, including creating the read-only key.
What you'll hear about
- Critical. Webhook: {"event":"status_changed","panel_title":"API error rate","from":"green","to":"red"}.
- Warning. Email: GitHub open bugs, 48, above the 40 line, from a job the agent created.
- Critical. Email: USD per NOK moved more than 1% since the previous Norges Bank rate. That source needs no key.
What's on the page
- Any HTTPS JSON or CSV your agent can describe
- Green, yellow and red lines on the numbers
- Email or a webhook when a line is crossed, including a Slack incoming webhook
Where the numbers come from
HTTPS APIs the agent can fetch, or numbers it pushes. Jobs run at most every 5 minutes. Each series keeps one value per day. There is no direct database connection.
Start from a template
Connect an agent
claude mcp add --transport http tlly https://tlly.dev/mcp
OAuth, or an API key from the members area. The tool list is in /llms.txt.
How you set it up
- Sign up and open the members area.
- Describe it to the tlly assistant, or hand this to Claude or Cursor connected to tlly. Press Make live when the draft looks right. Your morning check email is on — change the time or turn it off under Alerts.
- You get a link, and your morning check email plus alerts when a number needs you.
Using tlly, watch the public API I name, chart it every weekday morning, turn it red on the line I set, and email me when it crosses.
Schedules are no faster than every 5 minutes. A fetch that starts failing emails you. A series that stops receiving new points emails you once, and once more when points come back.
Prefer Claude or Cursor? Connect your own AI assistant. Alerts can go to email or Slack.
tlly: the morning check that comes to you. Also for SaaS metrics, Shopify store, Sales pipeline, Agency clients, Google Sheets, Cash, Markets and macro.