Which integrations are available for this server?

Allows pulling data from Google Sheets into series and dashboards, with scheduled fetch jobs, integration setup playbooks, and alerting capabilities. Allows pulling metrics and data from HubSpot into series and dashboards, with scheduled fetch jobs, integration setup playbooks, and alerting capabilities. Allows pulling metrics and data from Shopify into series and dashboards, with scheduled fetch jobs, integration setup playbooks, and alerting capabilities. Allows pulling metrics and data from Stripe into series and dashboards, with scheduled fetch jobs, integration setup playbooks, and alerting capabilities.

How do I use tlly MCP?

1. Click on "Deploy Server". 2. Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state. 3. In the chat, type @ followed by the MCP server name and your instructions, e.g., "@tlly MCP create a dashboard tracking Stripe MRR with a $50k alert threshold" That's it! The server will respond to your query, and you can continue using it as needed. Here is a step-by-step guide with screenshots.

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

Add the remote server URL https://tlly.dev/mcp in your client.
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.

Related MCP server: stripe-analytics-mcp

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.

This server cannot be deployed

One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

Maintenance

ActivityMaintained

ResponsivenessNo issues

Resources

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