Lokka 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

DimensionLokkaSpider Cloud
Primary FunctionAI access to Microsoft GraphWeb crawling & scraping for AI
DeploymentLocal desktopCloud API + open-source
IntegrationsGitHub Copilot, ClaudeLangChain, CrewAI, LlamaIndex, etc.
Best forM365 admins & developersAI agents, RAG pipelines
Key DifferentiatorLocal, secure M365 Graph accessRust-powered, high-volume scraping

Choose Lokka if your priority is secure, local access to Microsoft 365 data via AI agents like Copilot or Claude—it's free and purpose-built for M365 admins. Choose Spider Cloud if you need fast, scalable web scraping for AI agents and RAG pipelines, with advanced features like browser AI commands and data connectors. Spider Cloud's freemium model offers pay-as-you-go flexibility, while Lokka is entirely free but limited to Microsoft Graph.

Try LokkaTry Spider Cloud
Lokka
Lokka

Free desktop tool that connects AI agents like GitHub Copilot and Claude to Microsoft Graph securely.

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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
Free
Freemium
Plans
—
$1/GB + $0.001/min CPU
from $6/mo
$40/mo
$350/mo
Popularity
1 views
7.5k views
Skill Level
Intermediate
Intermediate
API Available
Platforms
Desktop
WebAPI
Categories
🔌 MCP Servers & Agent Tooling
🌐 Web Scraping & Search APIs🖱️ Browser & Computer-Use Agents
Features
Natural language querying of Microsoft 365 data
Local desktop execution (Windows & Mac)
Model Context Protocol (MCP) support
Integration with GitHub Copilot
Integration with Claude
Manage users, groups, and devices
Retrieve audit logs and reports
Automate administrative tasks via natural language
Secure local data handling (no cloud relay)
Free to use with no paid tiers
Microsoft Graph API access
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
GitHub Copilot
Claude
LangChain
LlamaIndex
CrewAI
FlowiseAI
Langflow
Dify
Agno
Julep
Claude Code
Codex
Cursor
Windsurf
Claude Desktop

What real users say: Lokka vs Spider Cloud

Not marketing copy and not our opinion — a structured sweep of public discussion (reviews, forums, communities and video comments), showing what people praise and what they complain about for each tool.

Lokka

16 mentions across 2 sources · 25% positive — critical (averaged across 2 sources)

Reddit, Lemmy

What users praise

  • • Free to use with no paid tiers, reducing financial risk.
  • • Runs locally on desktop, keeping sensitive M365 data secure.
  • • Connects AI agents like Copilot and Claude to Microsoft Graph.
  • • Allows natural language queries for M365 administration tasks.

What frustrates them

  • • Zero community reviews or testimonials to validate the tool.
  • • No documented support channels or customer service options.
  • • Potential instability due to reliance on new MCP standard.
  • • Limited to Microsoft Graph; no integration with other cloud services.

Researched Jul 3, 2026

Spider Cloud

No verifiable community signal. We scanned public discussion on Sep 8, 2026 and found posts matching the name “Spider Cloud”, but could not establish that they are about this product rather than something else sharing its name. Rather than publish a score built on the wrong subject, we publish none.

Who should pick which

  • M365 Administrator
    Pick: Lokka

    Lokka provides direct, secure access to Microsoft Graph for managing users, groups, and audit logs via natural language—all free and local.

  • AI Agent Developer
    Pick: Spider Cloud

    Spider Cloud's web crawling API with Browser AI commands and data connectors feeds real-time web data into AI agents like LangChain or CrewAI.

  • Security Analyst (M365)
    Pick: Lokka

    Lokka enables rapid audit log searches and automated administrative tasks within M365, keeping data local for security compliance.

  • RAG Pipeline Builder
    Pick: Spider Cloud

    Spider Cloud's high-speed, structured output (markdown, JSON) and data connectors to S3/GCS are ideal for building up-to-date knowledge bases.

  • Developer Needing Copilot Integration
    Pick: Lokka

    Lokka integrates natively with GitHub Copilot and Claude, allowing you to query M365 data directly from your AI assistant.

Frequently Asked Questions

Lokka vs Spider Cloud: which should you choose?

Choose Lokka if your priority is secure, local access to Microsoft 365 data via AI agents like Copilot or Claude—it's free and purpose-built for M365 admins. Choose Spider Cloud if you need fast, scalable web scraping for AI agents and RAG pipelines, with advanced features like browser AI commands and data connectors. Spider Cloud's freemium model offers pay-as-you-go flexibility, while Lokka is entirely free but limited to Microsoft Graph.

Is Lokka really free forever?

Yes, Lokka is free with no paid tiers or hidden fees.

Does Spider Cloud offer a free tier?

Spider Cloud is freemium; you pay per page crawled (average $0.03/1k pages) plus optional add-ons like AI Studio ($6/mo). Failed requests are not billed.

Can Lokka scrape public websites?

No, Lokka is limited to Microsoft Graph and M365 data, not general web scraping.

Does Spider Cloud support anti-bot bypass?

Yes, Spider Cloud has an /ai/unblocker endpoint with rotating proxies and automatic retries, as mentioned in its features.

Which tool is better for RAG pipelines?

Spider Cloud is better for RAG because it provides up-to-date web content in structured formats, while Lokka only offers M365 internal data.

Can I self-host Spider Cloud?

Yes, Spider Cloud has an open-source core available on GitHub for self-hosting.

Does Lokka require an internet connection?

Lokka runs locally on desktop but needs internet to connect to Microsoft Graph APIs.

What are Browser AI commands in Spider Cloud?

Added on 2026-03-05, Browser AI commands let you send Act, Extract, and Observe actions via WebSocket to control browsers for dynamic scraping.

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Explore each tool further

Lokka
View Lokka reviewLokka alternatives
Spider Cloud
View Spider Cloud reviewSpider Cloud alternatives

Browse these categories

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