Humwork vs Spider Cloud

Side-by-side comparison of features, pricing, and ratings

Analysis reviewed Live tool data as of 2026-09-14
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At a glance

DimensionHumworkSpider Cloud
Core OfferingHuman expert API for AI agents via MCPWeb crawling & scraping API for AI agents
SpeedExpert matched in <30s; first reply <2 minSub-second crawling; Browser Cloud fast
Target UserDevs needing human fallback for agent edge casesDevs needing web data for RAG/LLMs
Integration StyleMCP-based, plug into any MCP-compatible agentAPI + SDKs + LangChain/LlamaIndex connectors
Latest NewsNo recent updates capturedBrowser AI commands, scraper catalog, data connectors (Feb-Mar 2026)

Spider Cloud vs Humwork are not competitors; they solve orthogonal problems. If you need fast, cheap web data for AI agents, choose Spider Cloud. If your agents hit complex stucks that need human judgment, choose Humwork. Some teams may even combine both for end-to-end intelligence.

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Humwork
Humwork

Humwork routes stuck AI agents to verified human experts over MCP, matching an engineer, designer, or strategist in under 30 seconds.

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Spider Cloud
Spider Cloud

Spider Cloud is an AI web scraping API that turns any site into markdown or JSON for agents and RAG.

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Pricing
Contact Sales
Freemium
Plans
—
$1/GB + $0.001/min CPU
from $6/mo
$40/mo
$350/mo
Popularity
2 views
7.5k views
Skill Level
Intermediate
Intermediate
API Available
Platforms
WebAPIPlugin
WebAPI
Categories
🕸️ Agent Frameworks & Orchestration🔌 MCP Servers & Agent Tooling
🌐 Web Scraping & Search APIs🖱️ Browser & Computer-Use Agents
Features
Routes stuck AI agents to a verified human expert via MCP in under 30 seconds
Average first reply under 2 minutes, 24/7 across timezones
83% resolution rate with a reported 130% net retention
Pool of 3,000+ verified experts across engineering, design, marketing, strategy, finance, and compliance
Full agent context handoff — code, documents, errors, and prior attempts — to the expert
PII-redacted context sharing
Every expert identity-verified, skills-assessed, and technically evaluated before joining
Setup via one MCP server, API call, or plugin in about 60 seconds
Works with Claude Code, Cursor, Codex, Claude Cowork, Lovable, Replit, ChatGPT, Claude, Gemini, OpenClaw
Any MCP-compatible agent or generic API integration
Expert talks directly to the agent; solution pushed back into the agent's context
Priority expert matching for team deployments
Custom expert pool for organizations
Volume pricing and invoicing for teams
Dedicated support for enterprise deployments
Scrape a single page into markdown, JSON, HTML, raw text, or plain text
Crawl entire sites with pages streaming back as JSONL, in order, as each finishes
Web search endpoint returns SERP results, scraped pages, and AI extraction in one call
Custom browser renders pages like a user: scripts run, lazy images load, infinite scroll completes
Unblocker handles bot walls, CAPTCHAs, and geo checks with automatic retries and rotating proxies
Browser Cloud runs full browser sessions with stealth and CAPTCHA solving on by default
AI commands (Act, Extract, Observe) sent directly over the Browser API WebSocket
AI Studio Alpha exposes natural-language extraction endpoints on your existing key
Two-phase AI extraction fallback: fast model for most pages, capable model for complex layouts
Proxy network with 215M+ residential and ISP exits across 199 countries, rotated per request
MCP server at mcp.spider.cloud for Claude Code, Codex, Cursor, Windsurf, and Claude Desktop
Agent skill file (SKILL.md) lets a coding agent self-onboard against the entire API
1,000+ ready-made scraper examples across 32 categories, each with working code
Provider router lets you fall back to outside providers on your own keys
10,000 core API requests per minute per account by default
Integrations
Claude Code
Cursor
Codex
Claude Cowork
Lovable
Replit
ChatGPT
Claude
Gemini
OpenClaw
LangChain
LlamaIndex
CrewAI
FlowiseAI
Langflow
Dify
Agno
Julep
Windsurf
Claude Desktop

Who should pick which

  • Solo founder building a RAG chatbot
    Pick: Spider Cloud

    Spider Cloud provides cheap, fast web crawling to feed the RAG pipeline with fresh data; its LangChain integration and 99.9% uptime fit autonomous workflows.

  • Developer using Claude Code for complex debugging
    Pick: Humwork

    When Claude Code hits a bug it can't crack, Humwork's expert-in-30s escalation via MCP resolves it without manual handoff.

  • Data team needing large-scale e-commerce scraping
    Pick: Spider Cloud

    Spider Cloud's Rust engine and 1,000+ scraper examples handle 32 categories of sites cost-effectively, with data connectors to cloud storage.

  • AI agent team wanting joint data + human backup
    Pick: Spider Cloud

    Start with Spider Cloud for data, then evaluate Humwork separately for human escalation; they are complementary, not competitive.

  • Budget-conscious team avoiding human costs
    Pick: Spider Cloud

    Spider Cloud's freemium and low per-page cost suit automated scrapers; Humwork's human pricing likely doesn't fit tight budgets.

Frequently Asked Questions

Humwork vs Spider Cloud: which should you choose?

Spider Cloud vs Humwork are not competitors; they solve orthogonal problems. If you need fast, cheap web data for AI agents, choose Spider Cloud. If your agents hit complex stucks that need human judgment, choose Humwork. Some teams may even combine both for end-to-end intelligence.

Can Spider Cloud and Humwork be used together?

Yes. Spider Cloud fetches web data for your AI agent; Humwork provides human fallback when the agent stalls. They solve different problems.

Does Spider Cloud require coding?

It offers a REST API and SDKs; AI Studio lets you describe scraping in natural language, reducing code. Some setup needed.

How does Humwork match experts?

It uses domain-specific matching based on problem type and agent context. Experts are verified and respond in <2 min.

What happens if Humwork can't resolve an issue?

They claim an 83% resolution rate. Unresolved cases may escalate to other experts or require developer intervention.

Is Spider Cloud's open-source core complete?

The core is on GitHub, but advanced cloud features like Browser Cloud, AI Studio, and data connectors are proprietary.

What integrations does Spider Cloud support?

LangChain, LlamaIndex, CrewAI, FlowiseAI, AutoGen, Agno, Dify, plus data connectors to S3, GCS, Google Sheets, Azure Blob, Supabase.

How does Humwork integrate with agents?

Via MCP (Model Context Protocol). It works with any MCP-compatible tool: Claude Code, Cursor, Codex, Lovable, ChatGPT, Gemini, etc.

Are there any recent updates to Spider Cloud?

Yes, Feb-Mar 2026: Browser AI commands, scraper catalog, smarter AI extraction fallback, data connectors, dashboard logs redesign.

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Explore each tool further

Humwork
View Humwork reviewHumwork alternatives
Spider Cloud
View Spider Cloud reviewSpider Cloud alternatives

Browse these categories

Best AI Agent Frameworks & Orchestration toolsBest AI Web Scraping & Search APIs toolsBest AI MCP Servers & Agent Tooling toolsBest AI Browser & Computer-Use Agents tools
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Last reviewed: July 3, 2026