tlly MCP

tlly is a hosted service for dashboards and scheduled data jobs built for AI agents and teams: pull numbers from Stripe, Shopify, HubSpot, Google Sheets, and more; chart them with thresholds; get morning checks, alerts, and shareable links.

This repository is the public listing for tlly’s remote MCP server (metadata, logo, and setup docs). It does not contain the hosted service source code.

Website	https://tlly.dev
MCP endpoint	https://tlly.dev/mcp
Transport	Streamable HTTP
Auth	OAuth 2.0 (sign in with your tlly account; no API key in config)
Support / issues	GitHub Issues

The MIT LICENSE in this repo applies to this repository’s documentation and metadata only, not to the tlly hosted service or its backend.

Quick setup

1. Add the remote server URL https://tlly.dev/mcp in your client.
2. Complete OAuth when prompted (same account you use at tlly.dev).

Claude (custom connector): Settings → Connectors → add remote URL https://tlly.dev/mcp.

Claude Code:

claude mcp add --transport http tlly https://tlly.dev/mcp

Cursor (mcp.json):

{
  "mcpServers": {
    "tlly": {
      "url": "https://tlly.dev/mcp"
    }
  }
}

ChatGPT: Developer mode / Connectors → add https://tlly.dev/mcp.

VS Code: MCP config with "type": "http" and "url": "https://tlly.dev/mcp".

Step-by-step notes for each client: docs/setup.md.

Cursor plugin

This repository is a Cursor Plugin: install from the marketplace (after review) or test locally by copying the repo into ~/.cursor/plugins/local/tlly.

File	Role
.cursor-plugin/plugin.json	Plugin manifest (name: tlly)
mcp.json	Remote MCP server (https://tlly.dev/mcp)
skills/tlly/SKILL.md	Agent skill for dashboards, jobs, and alerts

Submit for marketplace review: cursor.com/marketplace/publish (public Git repository URL for this repo).

Tools (30)

One-line summaries below; full parameter schemas and job/dashboard specs are in the live MCP server card.

Dashboards

Tool	Summary
create_dashboard	Create a hosted dashboard; returns its public URL.
update_dashboard	Replace a dashboard's spec (URL stays the same).
list_dashboard_versions	List saved dashboard versions and which one is live.
publish_dashboard_version	Make a saved version of a dashboard the live one (also to roll back).
rotate_dashboard_url	Issue a new public URL and disable the old one immediately.
list_dashboards	List dashboards with their URLs.
delete_dashboard	Delete a dashboard (series data is kept).

Series & annotations

Tool	Summary
push_points	Write dated values to a series (upsert by date).
get_series	Read the latest points of a series.
list_series	List all series with type, point counts, and date ranges.
delete_series	Delete all points of a series, or remove a derived series' definition.
define_derived	Define a derived series computed from other series when read.
add_annotations	Attach short dated notes to a series as chart markers.
list_annotations	Read the latest annotations of a series.
delete_annotations	Delete annotations on given dates, or all annotations on a series.

Jobs & imports

Tool	Summary
test_job	Dry-run a job spec: fetch, extract and transform, return a preview.
create_job	Schedule a fetch job; runs once immediately and returns the result.
import_once	Fetch and save once without scheduling or using a job slot.
update_job	Replace a job's spec, or pause it with enabled=false.
list_jobs	List scheduled fetch jobs with their last run status and any error message.
run_job_now	Run a scheduled fetch job immediately, store any new points, and return the run result.
delete_job	Delete a job (its series data is kept).

Alerts

Tool	Summary
set_alert_webhook	Set or clear the workspace webhook URL for job and status alerts.
set_panel_alert	Configure when a dashboard panel sends email or webhook alerts.
set_stale_alert	Configure when tlly sends stale-data alert email and webhooks because a series stopped updating.

Workspace & integrations

Tool	Summary
list_secrets	List stored secret names and the host each may be sent to.
get_status	Health check for jobs, stale panels, dashboards, and storage usage.
get_usage	Report storage usage against quotas and the largest series.
list_integration_skills	List integration setup playbooks for Stripe, Shopify, Sheets, and more.
get_integration_skill	Read one integration playbook: credentials, job spec, and gotchas.

Pricing

Plans and limits from tlly.dev (start free; upgrade when you need more):

Plan	Price	Dashboards	Checks	People
Free	$0	3	5 checks each	Just you
Pro	$19 / month founding (50 spots left, until 22 Nov 2026, 23:59 Europe/Oslo); then $29 / month or $290 / year	20	200 checks	you + 5
Business	$99 / month or $990 / year	100	1,000 checks	you + 20

Current founding pricing and availability: see tlly.dev.

Registry metadata

server.json describes this server for the Official MCP Registry as dev.tlly/tlly (DNS-verified namespace). Published entry: registry search for dev.tlly/tlly. This repo holds listing metadata and setup docs for that server.