67trust / 100

tlly

by tlly.dev in Other

MCP serverPassing, checked 10 h ago

Hosted dashboards and scheduled data jobs for AI agents, with thresholds, alerts and share links.

https://tlly.dev/mcp
Tools
30
open to any client
Uptime
100%
last 30 days
Response time
458 ms
574 ms slowest 5%
Last check
Passed
10 h ago, next any minute now

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Reliability

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Status and outage history · Atom feed · Watch with other listings

How to connect

Add it to any MCP client that supports remote servers.

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

30 tools

  • create_dashboard

    Create a hosted dashboard; returns its public URL. Dashboard spec: {"title": str, "description"?: str, "range"?: "1m"|"3m"|"6m"|"ytd"|"1y"|"2y"|"5y"|"10y"|"max", "theme"?: "auto"|"light"|"dark" (default mode; auto follows the viewer's system and viewers can switch), "layout"?…

  • update_dashboard

    Replace a dashboard's spec (URL stays the same). Every update is saved as a numbered version. With "draft": true it is saved without going live: viewers keep seeing the live version, members can preview the draft at the returned preview_url, and publish_dashboard_version makes…

  • list_dashboard_versions

    List a dashboard's saved versions (newest first) with which one is live and a members-only preview URL for each.

  • publish_dashboard_version

    Make a saved version of a dashboard the live one (also to roll back). The dashboard keeps its URL and visibility.

  • rotate_dashboard_url

    Give a dashboard a new public URL and disable the old one at once (e.g. if a link leaked). Spec and data are unchanged.

  • list_dashboards

    List dashboards with their URLs.

  • delete_dashboard

    Delete a dashboard (series data is kept).

  • push_points

    Write dated values to a series (upsert by date). A date is YYYY-MM-DD (midnight UTC), or a time such as 2026-09-30T14:30Z, floored to the half hour. Use when you compute data yourself. Values are numbers, or short text labels for a text series (e.g. a rating or stance; see Data…

  • get_series

    Read the latest points of a series.

  • list_series

    List all series with their type (number or text), point counts and date ranges; text series also list their values.

  • delete_series

    Delete all points of a series, or remove a derived series' definition.

  • define_derived

    Create or replace a derived series, computed from other series every time it is read (always fresh, stores no points, counts toward the series limit). definition: {"op":"add"|"subtract"|"multiply"|"divide","a":series,"b":series} (matched by date) |…

  • list_secrets

    List the names of the workspace's stored secrets (API keys for private sources) and the host each may be sent to. Use one in a job's url, headers or body as {{secret:NAME}}.

  • test_job

    Dry-run a job spec: fetch, extract and transform, return a preview. Saves nothing. Job spec: {"series": name, "cron": "m h dom mon dow" (UTC, at most every 30 min), "request": {"url", "method"?: "GET"|"POST", "headers"?: {}, "body"?: obj|str, "pages"?: {"param"…

  • create_job

    Schedule a fetch job. It runs once immediately and the result is returned. Job spec: {"series": name, "cron": "m h dom mon dow" (UTC, at most every 30 min), "request": {"url", "method"?: "GET"|"POST", "headers"?: {}, "body"?: obj|str, "pages"?: {"param": "page"…

  • import_once

    Fetch a job spec once and save the result, without scheduling it or using a job slot ("cron" is optional and ignored). Use for one-off dashboards whose data doesn't need to update; points count toward the data quota. Job spec: {"series": name, "cron": "m h dom mon dow" (UTC, at…

  • update_job

    Replace a job's spec, or pause it with enabled=false. Job spec: {"series": name, "cron": "m h dom mon dow" (UTC, at most every 30 min), "request": {"url", "method"?: "GET"|"POST", "headers"?: {}, "body"?: obj|str, "pages"?: {"param": "page", "start"?: 0, "max"?…

  • 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).

  • get_status

    Health check: failing jobs, stale or empty panels, dashboards, storage usage. Call this to verify everything works.

  • get_usage

    Storage usage against quotas (data points = values + annotations, series, dashboards, jobs) and the largest series. Check before large writes.

  • add_annotations

    Attach short dated notes to a series (e.g. 'Policy rate raised to 4.5%'); shown as markers on charts. Single-line plain text, max 280 chars; one note per date (re-adding replaces it); each counts as one data point.

  • list_annotations

    Read the latest annotations of a series.

  • delete_annotations

    Delete annotations of a series on the given dates, or all of them if dates is omitted.

  • set_alert_webhook

    Set or clear the workspace webhook URL for job-failure and dashboard status alerts (pass an empty url to clear). When events fire, tlly POSTs JSON to that URL (Slack and Discord incoming webhooks get a short text payload instead). Events include job_failed, status_changed (keep…

  • set_panel_alert

    Set when one dashboard panel sends alert email and/or a webhook (colour change, threshold cross, or off). trigger: change (default), red, notgreen, above, below, or off; above/below need limit. notify: both, email, or webhook. panel is the 0-based index in the live spec. Saving…

  • set_stale_alert

    Configure when tlly sends stale-data alert email and webhooks because a series stopped updating. after: auto (from the job schedule and point spacing, at least two days), off, hours, or a window like 48h or 7d. Use dashboard_id for every series on a dashboard, series for one…

  • list_integration_skills

    List integration setup playbooks (Stripe, Shopify, Sheets, and the other sources tlly can read). A spreadsheet starts from the KPI template. Make a copy https://docs.google.com/spreadsheets/d/1Ty5X3LkY2unxTNGbkq36qDzuuYxQMsuywaTNyzL_pac/copy. Public CSV…

  • get_integration_skill

    Read one integration playbook by id: what to track, the minimum credential and scopes, the exact tlly job, and gotchas. google-sheets and json-api also return a template field (Make a copy, public CSV, downloads). Make a copy…

Security scan

6 findings

  • Unusually long description in tool:create_dashboard
    create_dashboard (create dashboard) Create a hosted dashboard; returns its publi…
  • Unusually long description in tool:update_dashboard
    update_dashboard (update dashboard) Replace a dashboard's spec (URL stays the sa…
  • Unusually long description in tool:test_job
    test_job (test job) Dry-run a job spec: fetch, extract and transform, return a p…
  • Unusually long description in tool:create_job
    create_job (create job) Schedule a fetch job. It runs once immediately and the r…
  • Unusually long description in tool:import_once
    import_once (import once) Fetch a job spec once and save the result, without sch…
  • Unusually long description in tool:update_job
    update_job (update job) Replace a job's spec, or pause it with enabled=false. Jo…

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