Firecrawl vs N71 (tlc.ai)

SpecialistMassive marketplace of robust web scrapers and actors, but requires more configuration than Firecrawl's simple API.

Combines live web search and cloud browsers for agentic automation, but less specialized in clean markdown generation.

Optimized for semantic web search and AI agent retrieval, but less focused on full-site markdown crawling.

Bundles deep research agents and web search APIs, but less centered on raw site-to-markdown conversion.

Free / Open-sourceOpen-source, memory-efficient fine-tuning and local model running

SpecialistEnterprise proxy infrastructure with powerful scraping tools, but significantly higher complexity and pricing for simple markdown conversion.

Free / Open-sourceOne key for 4,100+ agent tools, pay per call

Free / Open-sourceFast Apply and agent-tuned inference for coding agents

Provides excellent URL-to-Markdown document reading and neural search endpoints, but narrower full-site crawling depth.

One OpenAI-compatible key for discounted GPT, Claude and Gemini access

Free / Open-sourceAI gateway, observability and guardrails for production LLM apps

SpecialistCloud browsers for AI agents, scraping, and automation that won't get blocked