CrawlForge MCP
PulseGate's liveness check found it on 28 Sep 2026; it is registered on GitHub and has been in the index since 14 Aug 2026. How this is checked
CrawlForge MCP is a hosted web data extraction service with 31 MCP-native tools for scraping, searching, rendering, and processing websites. It returns clean Markdown or structured JSON for AI agents and integrates through MCP configuration, an API key, or its command-line server.
Inferred · not functionally tested
Overview
6 featuresPurpose: Getting clean, structured web data into AI agents without building and maintaining scraping infrastructure.
Inferred · not functionally tested
Audience: AI developers and teams building agentic applications
Inferred · not functionally tested
Functions: data_extraction, agents
Inferred · not functionally tested
Interfaces: API: indicated (inferred, not tested) · MCP: indicated (inferred, not tested) · CLI: indicated (inferred, not tested) · Self-hosting: unknown
Recorded constraints: pricing: freemium · license: MIT · platforms: API, WEB · deployment: browser, cli, cloud_managed, api_only
Constraint provenance is unknown; confirm requirements with the publisher.
Record sources: crawlforge.dev · github.com. These links do not verify the individual claims.
CrawlForge MCP is a RAG, search & retrieval project. Inferred · not functionally tested: It focuses on getting clean, structured web data into AI agents without building and maintaining scraping infrastructure. Inferred · not functionally tested: CrawlForge MCP is a B2B product aimed at AI developers and teams building agentic applications. Basis unknown · not verified: There is a free tier. Basis unknown · not verified: CrawlForge MCP is available on the web, the command line, and API.
It is developed by CrawlForge, and it first shipped in 2025. The project is developed in the open on GitHub with 110 commits in the last 90 days. Inferred · not functionally tested: Key capabilities include web scraping, web search, and structured extraction. The interface is available in 4 languages, including English, Spanish, and Malay. Inferred · not functionally tested: Catalogued interfaces include an MCP server and a public API.
Summary written by a language model from the project’s public pages.
Tasks: Inferred · not functionally tested
- Web scraping
- Web search
- Structured extraction
- Markdown output
- JSON output
- Page rendering
Topics: Inferred · not functionally tested
Built with & integrations
- Claude Code
- commit 991e40454329 · since Sep 2026
- Next.js
- x-nextjs-prerender header · /_next/static/ in the HTML · __next_f in the HTML
- Vercel
- x-vercel-id header · x-vercel-cache header
- multiple
- bLangChain in the HTML · bLlamaIndex in the HTML
- local_oss
- bollama in the HTML
Trust & compliance
Indexing history
2What PulseGate has recorded for this listing
- Indexed28 Sep · 20:23 UTCWe configured residential proxies on our MCP server. They did nothing. Six releases later. seen via DEV.to articlesSource: DEV.to articles · Open
- Indexed14 Aug · 14:27 UTCCrawlForge v5.0.0: Security, Correctness, MCP Spec seen via DEV.to articlesSource: DEV.to articles · Open
Frequently asked questions about CrawlForge MCP
- What is CrawlForge MCP?
- Inferred · not functionally tested: CrawlForge MCP focuses on getting clean, structured web data into AI agents without building and maintaining scraping infrastructure. It is catalogued under RAG, search & retrieval on PulseGate.
- Who is CrawlForge MCP for?
- Inferred · not functionally tested: CrawlForge MCP is a B2B product built for AI developers and teams building agentic applications.
- Is CrawlForge MCP free?
- Basis unknown · not verified: Yes — there is a free tier, with paid plans for advanced use.
- What platforms does CrawlForge MCP run on?
- Basis unknown · not verified: CrawlForge MCP runs on the web, the command line, and API.
- Is CrawlForge MCP still maintained?
- PulseGate's liveness check found it on 28 Sep 2026. Its GitHub repository shows 110 commits in the last 90 days.
- What projects are similar to CrawlForge MCP?
- Similar projects tracked by PulseGate include CrawlForge MCP, firecrawl, and Crawlora.CrawlForge MCPfirecrawlCrawlora
- Who develops CrawlForge MCP?
- CrawlForge MCP is developed by CrawlForge.
- How long has CrawlForge MCP been around?
- CrawlForge MCP first shipped in 2025.
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