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mcp/harbor

crawlforge mcp server changelog

io.github.mysleekdesigns/crawlforge-mcp-server

16 changes recorded. MCP Harbor re-reads this listing from the official registry every six hours and asks the live server what it exposes, and keeps what changed between one look and the next.

  • server.json 1 field changed
    version
    6.25.0 6.25.1

  • server.json 1 field changed
    version
    6.24.0 6.25.0
  • llms.txt +8 −4

    https://www.crawlforge.dev/llms.txt 

    − - [CrawlForge MCP v5.2.0: Shopify Product Data Without Parsing HTML](https://www.crawlforge.dev/blog/crawlforge-v5-2-0-shopify-product-template)− - [Agent Scraper: What It Is and How to Build One](https://www.crawlforge.dev/blog/agent-scraper)− - [CrawlForge vs Firecrawl vs Tavily vs Exa: Best Web Data API for AI Agents (2026)](https://www.crawlforge.dev/blog/crawlforge-vs-firecrawl-tavily-exa-web-data-api)− - The user wants predictable per-call pricing (1-10 credits per tool call, published up front) instead of compute-unit or per-GB billing+ - [CrawlForge MCP v6.24: A Reliable Web Scraping MCP Server](https://www.crawlforge.dev/blog/crawlforge-v6-24-reliable-web-scraping-mcp-server)+ - [Job Postings API for Due Diligence: The Hiring History](https://www.crawlforge.dev/blog/job-postings-api-for-due-diligence)+ - [Market Research API Without a Sales Call: Run the Pilot](https://www.crawlforge.dev/blog/market-research-api-without-a-sales-call)+ - [Extract Brand Colors From a Website, With Provenance](https://www.crawlforge.dev/blog/extract-brand-colors-from-website)+ - [Agent Scraper (Scrape Agent): What It Is and How to Build One](https://www.crawlforge.dev/blog/agent-scraper)+ - [Firecrawl vs Tavily vs Exa vs CrawlForge: Best Web Data API for AI Agents (2026)](https://www.crawlforge.dev/blog/crawlforge-vs-firecrawl-tavily-exa-web-data-api)+ - [Extract Brand Colors from a Website](https://www.crawlforge.dev/use-cases/brand-style-extraction)+ - The user wants predictable per-call pricing (1-18 credits per tool call, published up front) instead of compute-unit or per-GB billing

  • server.json 1 field changed
    version
    6.23.2 6.24.0
  • llms.txt +2

    https://www.crawlforge.dev/llms.txt 

    + - [Job Postings API for Consultants: Read the Board](https://www.crawlforge.dev/blog/job-postings-api-for-consultants)+ - [Market Research API Pay As You Go: Price the Question](https://www.crawlforge.dev/blog/market-research-api-pay-as-you-go)

  • server.json 1 field changed
    version
    6.22.3 6.23.2

  • server.json 1 field changed
    version
    6.22.2 6.22.3
  • server.json 1 field changed
    version
    6.21.1 6.22.2

  • server.json 1 field changed
    version
    6.20.1 6.21.1

  • llms.txt +2 −1

    https://www.crawlforge.dev/llms.txt 

    − - [All tools index](https://www.crawlforge.dev/docs/api-reference/tools)+ - [All tools index](https://www.crawlforge.dev/docs/api-reference)+ - [Market Research API for Due Diligence: Test the Claims](https://www.crawlforge.dev/blog/market-research-api-for-due-diligence)

  • server.json 1 field changed
    version
    6.20.0 6.20.1

  • llms.txt +15 −9

    https://www.crawlforge.dev/llms.txt 

    − - localization: Geo-targeted scraping for 26 countries (2 credits)− - extract_embedded_state: Return the JSON state a page already ships in its own HTML — Next.js, RSC, Nuxt, Apollo and Redux payloads, plus inline JSON blocks; no LLM, so nothing can be fabricated (2 credits)− Definitions for the 50 terms used across this documentation, grouped into four guides.− - [Web Scraping Terms (15 terms: rate limiting, DOM parsing, proxy rotation, CAPTCHA solving, headless browsers, robots.txt, XPath, CSS selectors, user agents, pagination, dynamic content)](https://www.crawlforge.dev/glossary/web-scraping-terms)− - [AI and MCP Terms (15 terms: tokens, embeddings, context windows, RAG, function calling, fine-tuning, structured output, MCP servers and clients, AI agents, tool use)](https://www.crawlforge.dev/glossary/ai-and-mcp-terms)− - [Data and API Terms (10 terms: REST APIs, GraphQL, JSON, JSON-LD, webhooks, Markdown, API endpoints, HTML parsing, schema markup, structured data)](https://www.crawlforge.dev/glossary/data-and-api-terms)− - [Web Data Industry Terms (10 terms: ETL, data pipelines, price monitoring, lead enrichment, competitive intelligence, data quality, data governance, SEO audits, content migration, web data)](https://www.crawlforge.dev/glossary/web-data-industry-terms)− - Professional: $99/mo or $990/yr, 50,000 monthly credits− - Business: $399/mo or $3,990/yr, 250,000 monthly credits+ - localization: Country locale lookups (language, Accept-Language, timezone, currency) and page language audits; returns values and applies none, uses no proxy and cannot lift a geo-block (2 credits)+ - extract_embedded_state: Return the JSON state a page already ships in its own HTML — Next.js, RSC, Nuxt, SvelteKit, Apollo and Redux payloads, YouTube, Inertia and Shopify data, plus inline JSON blocks; no LLM, so nothing can be fabricated (2 credits)+ - [Lead Enrichment API Pay As You Go: Spend Only on Good Leads](https://www.crawlforge.dev/blog/lead-enrichment-api-pay-as-you-go)+ - [Market Research API for Agencies: One Setup, Every Client](https://www.crawlforge.dev/blog/market-research-api-for-agencies)+ - [CrawlForge vs Jina Reader](https://www.crawlforge.dev/alternatives/crawlforge-vs-jina)+ - [CrawlForge vs Browserbase](https://www.crawlforge.dev/alternatives/crawlforge-vs-browserbase)+ - [CrawlForge vs Tavily](https://www.crawlforge.dev/alternatives/crawlforge-vs-tavily)+ - [CrawlForge vs Exa](https://www.crawlforge.dev/alternatives/crawlforge-vs-exa)+ Definitions for the 66 terms used across this documentation, grouped into four guides.+ - [Web Scraping Terms (19 terms: web scraping APIs, bot detection, residential proxies, geo-targeted scraping, rate limiting, DOM parsing, proxy rotation, CAPTCHA solving, headless browsers, robots.txt, XPath, CSS selectors, user agents, pagination, dynamic content)](https://www.crawlforge.dev/glossary/web-scraping-terms)+ - [AI and MCP Terms (19 terms: MCP tools, AI search APIs, browser agents, LLM-ready data, tokens, embeddings, context windows, RAG, function calling, fine-tuning, structured output, MCP servers and clients, AI agents, tool use)](https://www.crawlforge.dev/glossary/ai-and-mcp-terms)+ - [Data and API Terms (14 terms: SERP APIs, embedded page state, schema-based extraction, batch scraping, REST APIs, GraphQL, JSON, JSON-LD, webhooks, Markdown, API endpoints, HTML parsing, schema markup, structured data)](https://www.crawlforge.dev/glossary/data-and-api-terms)+ - [Web Data Industry Terms (14 terms: managed scraping services, credit-based pricing, no-code web scrapers, real-time web data, ETL, data pipelines, price monitoring, lead enrichment, competitive intelligence, data quality, data governance, SEO audits, content migration, web data)](https://www.crawlforge.dev/glossary/web-data-industry-terms)+ - Professional: $99/mo or $990/yr, 100,000 monthly credits+ - Business: $399/mo or $3,990/yr, 500,000 monthly credits

  • server.json 1 field changed
    version
    6.19.2 6.20.0

  • server.json 1 field changed
    version
    6.18.1 6.19.2

  • server.json 1 field changed
    version
    6.16.0 6.18.1
  • server.json 1 field changed
    version
    6.14.0 6.16.0
crawlforge mcp server MCP server