MCPInstall

firecrawl-dashboard-reporting

Read metrics off web dashboards with Firecrawl browser: public stats, status and transparency pages as well as analytics tools the user is signed in to. Use when the user wants numbers, KPIs or charts from a dashboard turned into a report, summary or date-range table, even without an explicit request to scrape.

Installs
31.7K
Last 24h
+22
Trending rank
#5555
Security
Warn

Install

Works with every agent the skills CLI supports.

npx skills add https://github.com/firecrawl/firecrawl-workflows --skill firecrawl-dashboard-reporting
  1. 01

    Install

    Run the command in your project. The CLI asks which agents to install for.

  2. 02

    Describe the task

    Ask your agent for something this skill covers. It loads firecrawl-dashboard-reporting automatically when relevant.

  3. 03

    Review the result

    The agent follows the SKILL.md steps, scripts and references bundled with the skill.

Security audits

Independent scans of the skill's instructions and bundled files.

Gen Agent Trust Hub PassSAFE ·The skill extracts metrics from web dashboards for reporting. While safe for its intended purpose, it is susceptible to indirect prompt injection because it processes untrusted content from external websites without sanitization or boundary markers. It requires a Firecrawl API key to function.
Socket PassNo alerts
Snyk WarnMEDIUM ·Risk: MEDIUM · 1 issue

SKILL.md

The instructions your agent reads when the skill is triggered.

Firecrawl Dashboard Reporting

Use this to extract visible metrics from dashboards the user can legitimately access.

Onboarding Interview

Infer dashboard URLs, metrics, date range, and output format from context. If dashboard targets are clear and accessible, proceed immediately.

Ask at most 1-3 concise questions only if blocked, such as the dashboard URLs, auth/profile requirement, or date range.

Firecrawl Collection Plan

Use Firecrawl browser for authenticated dashboards and UI interaction:

  • open each dashboard
  • set or verify date range
  • extract visible KPI cards, tables, and labels
  • click tabs, expand sections, and scroll tables
  • use export/download buttons only when appropriate and allowed

If login has expired, ask the user to re-authenticate rather than attempting to bypass access controls.

Parallel Work

If appropriate, use sub-agents or equivalent parallel task runners. Split by dashboard platform or metric category. Each researcher should return metrics, units, period, source URL, and caveats.

Final Deliverable

# Dashboard Report

## Summary
[Highlights, alerts, trends]

## Metrics By Dashboard
[Platform, metric, value, unit, change, period]

## Tables Or Exports
[Captured tables/files and what they contain]

## Notes And Caveats
[Auth issues, chart-only data, unavailable metrics]

## Rerun Inputs
workflow: firecrawl-dashboard-reporting
dashboards: [urls]
date_range: [range]
metrics: [list]
output: [json/markdown]

JSON Shape

Use reportedAt, dateRange, dashboards[], metrics[], tables[], exports[], and summary.

Quality Bar

  • Extract actual numbers, not just chart labels.
  • Note when a chart cannot be read precisely.
  • Preserve date ranges and source URLs.

FAQ

What does the firecrawl-dashboard-reporting skill do?

Read metrics off web dashboards with Firecrawl browser: public stats, status and transparency pages as well as analytics tools the user is signed in to. Use when the user wants numbers, KPIs or charts from a dashboard turned into a report, summary or date-range table, even without an explicit request to scrape.

How do I install firecrawl-dashboard-reporting?

Run npx skills add https://github.com/firecrawl/firecrawl-workflows --skill firecrawl-dashboard-reporting in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/firecrawl-dashboard-reporting/ (personal) or .claude/skills/firecrawl-dashboard-reporting/ (project).

Which AI agents can use firecrawl-dashboard-reporting?

Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.

Is firecrawl-dashboard-reporting safe to install?

Security partners have reviewed it: Gen Agent Trust Hub passed; Socket passed; Snyk flagged items to review. As with any skill, read the SKILL.md and bundled scripts before installing.

Who maintains firecrawl-dashboard-reporting?

It is published by firecrawl in firecrawl/firecrawl-workflows, and it is an official skill from the maker of the technology it covers. It has 31,658 recorded installs.

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