⚠️Install with caution. This skill has very few installs. Always review the source and verify it on clawhub.ai before installing. Community-built skills run with agent permissions — only install ones you trust.

🔌 MCP Servers

Firecrawl Mcpv0.1.1

Name: Firecrawl Mcp
Author: ai-hub-admin

firecrawl-mcp

ai-hub-admin

Auto-generated skill for firecrawl-mcp tools via OneKey Gateway.

latest

Download Package View on ClawHub

Installs (all time)

Installs (current)

Downloads

711

Stars

CreatedMar 22, 2026

UpdatedMay 11, 2026

Install & Quick Start

Install via ClawdBot CLI:

clawdbot install ai-hub-admin/firecrawl-mcp

Skill Package13 files

📋SKILL.mdmarkdown

Failed to load file.

Quality Score

B62/100

Grade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.

Market Validation5/35

· 191 downloads (low demand)
· 1 installs (minimal)

Documentation24/25

· SKILL.md present
· Detailed documentation (≥3000 chars)
· Contains tool definitions
· Contains usage examples or trigger description

Package Completeness8/15

· skillAssets present (12 files)

Security Analysis

💙 Low Risk

UNKNOWN_DATA_SINKhigh

Sends data to undocumented external endpoint (potential exfiltration)

webhook → https://docs.example.com/reference

UNDOCUMENTED_EXTERNALlow

Calls external URL not in known-safe list

https://www.deepnlp.org/workspace/keys

AI Analysis

The skill routes all API calls through a third-party gateway (OneKey) which introduces dependency risk and potential data exposure, but this is documented and appears consistent with the skill's stated purpose. No evidence of credential harvesting, hidden instructions, or obfuscation was found in the provided definition.

Audited Apr 18, 2026 · audit v1.0

💡

Usage Guide

Generated May 9, 2026

Data analystsWeb developersMarketing professionalsProduct managersbeginner

💡 Application Scenarios

Automated Brand Identity ExtractionMarketing & Design

Marketing agencies can extract brand colors, fonts, and UI components from client websites using firecrawl_scrape with branding format. This enables rapid style replication for design projects.

Competitive Product Pricing AnalysisE-commerce

E-commerce businesses can scrape competitor product pages with JSON format to extract structured pricing, specifications, and availability data. This supports dynamic pricing strategies.

API Documentation ParsingSoftware Development

Developers can use firecrawl_scrape to extract endpoint parameters, authentication details, and schema definitions from API docs. This accelerates integration work.

JavaScript-Rendered SPA Content ScrapingData Analytics

Data analysts can scrape single-page applications by using waitFor, map, and agent tools sequentially. This enables extraction of dynamic content that traditional scrapers miss.

Full Article SummarizationMedia & Publishing

Content curators can capture entire articles in markdown format for summarization or offline reading. The onlyMainContent parameter filters out navigation clutter.

💼 Business Models

Data-as-a-ServiceRecurring subscription or API call-based pricing

Offer structured data extraction as a subscription service (e.g., weekly competitive intelligence reports). Revenue comes from monthly or per-usage fees.

Brand Compliance MonitoringAnnual enterprise contracts

Provide automated brand identity audits for franchises or licensees. Revenue from annual contracts for ongoing monitoring and reporting.

Developer Tool IntegrationsPer-request or platform licensing fees

Embed firecrawl-mcp into CI/CD pipelines or no-code platforms (e.g., Zapier). Revenue via per-call or per-month licensing to platform providers.

💬 Integration Tip

Export your OneKey Gateway API key as an environment variable (DEEPNLP_ONEKEY_ROUTER_ACCESS) and use the provided npm or Python package to call tools with minimal setup.