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Explorer/MCP/CrawlForgeDEV/crawlforge-mcp
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crawlforge-mcp

CrawlForgeDEV/crawlforge-mcp

CrawlForge MCP is a production-ready MCP server that gives AI agents the power to scrape websites, extract structured data, run deep research, bypass anti-bot detection, and process documents. It packages 18 specialized web scraping tools into a single MCP server with credit-based pricing and a free tier.

20 tools available
The Journeyman with a Quirk
Some history here. A few things flagged; nothing serious, but we wanted you to know.
Time indexed (5mo)
20toolsRemote/ HTTP5moindexed1signal
100% uptime · 294ms avgChecked Aug 16, 2026
Quality Score
57/95
Established
Risk Score
5/100
Low
How is this calculated?
Quality Breakdown
Tenure13.5/20
137 days indexed
Capability18.8/25
Tools: 6.8/13 (20 tools)
Description: 5/5
Endpoint: 7/7
Adoption0/25
Use count: 0/20 (0 uses)
Multi-registry: 0/5 (1 registry)
Reliability25/25
Currently live: 10/10
Uptime history: 15/15 100% (54/54 checks)
Security scan: 0 pts in v1.0; ready to weight when coverage improves
Incomplete Data Cap (60)
Usage data is not available for this server. Quality is capped until adoption can be measured.
Risk
5Low
See Security Signals section for details.
The scanner shows
20 tools. A few things worth knowing about. Check the details below.
First indexed Apr 1, 2026
Security Signals1 rule group · 1 finding
Potentially risky signalMedium
In tool fetch_url
Server Profile
Tools catalogued
20
20 tools available. Full list below.
Hosting
Remote / HTTP
Runs on the internet. No access to your filesystem, SSH keys, or environment variables.
Registry presence
Not verified
Not yet verified by the Official MCP Registry.
Liveness
100%
Based on 48 checks. Average response: 294ms.
Publisher Verification
Not yet verified by the Official MCP Registry.
Endpoint
https://crawlforge-mcp--crawlforgedev.run.tools
Tools (20)
fetch_url
Fetch content from a URL with optional headers and timeout
extract_text
Extract clean text content from a webpage
extract_links
Extract all links from a webpage with optional filtering
extract_metadata
Extract metadata from a webpage (title, description, keywords, etc.)
scrape_structured
Extract structured data from a webpage using CSS selectors
search_web
Search the web using Google Search API (proxied through CrawlForge)
Show all 20 tools ↓
crawl_deep
Crawl websites deeply using breadth-first search
map_site
Discover and map website structure
extract_content
Extract and analyze main content from web pages with enhanced readability detection
process_document
Process documents from multiple sources and formats including PDFs and web pages
summarize_content
Generate intelligent summaries of text content with configurable options
analyze_content
Perform comprehensive content analysis including language detection and topic extraction
extract_structured
Extract structured data from a webpage using LLM-powered analysis and a JSON Schema. Falls back to CSS selector extraction when no LLM provider is configured.
batch_scrape
Process multiple URLs simultaneously with support for async job management and webhook notifications
scrape_with_actions
Execute browser action chains before scraping content, with form auto-fill and intermediate state capture
deep_research
Conduct comprehensive multi-stage research with intelligent query expansion, source verification, and conflict detection
track_changes
Enhanced content change tracking with baseline capture, comparison, scheduled monitoring, advanced comparison engine, alert system, and historical analysis
generate_llms_txt
Analyze websites and generate standard-compliant LLMs.txt and LLMs-full.txt files defining AI model interaction guidelines
stealth_mode
Advanced anti-detection browser management with stealth features, fingerprint randomization, and human behavior simulation
localization
Multi-language and geo-location management with country-specific settings, browser locale emulation, timezone spoofing, and geo-blocked content handling

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