Lokka vs Spider Cloud

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

Analysis generated Live tool data as of 2026-10-30
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Lokka or Spider Cloud: which should you choose?

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

Lokka is a free desktop app that connects AI agents like GitHub Copilot and Claude to Microsoft Graph, letting you administer Microsoft 365 with natural

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Spider Cloud
Spider Cloud

Spider Cloud is a scraping, crawling, and web search API that returns clean markdown or JSON for AI agents and RAG pipelines.

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Pricing
Free
Paid
Plans
—
Pay as you go$1/GB
AI Studio AlphaFrom $6/mo
UnlimitedFrom $40/mo
EnterpriseCustom
Popularity
3 views
7.5k views
Skill Level
Intermediate
Intermediate
API Available
Platforms
Desktop
WebAPIPlugin
Categories
🔌 MCP Servers & Agent Tooling
🌐 Web Scraping & Search APIs🖱️ Browser & Computer-Use Agents
Features
Model Context Protocol (MCP) implementation for Microsoft Graph and Azure APIs
Natural language querying of Microsoft 365 tenant data
Local desktop execution on Windows and macOS
Works with GitHub Copilot in VS Code and Claude Desktop
In-chat Graph explorer with endpoint and OData IntelliSense
Lokka Settings panel for connections and Guardrails
Multi-tenant connections manager
Permissions manager with one-click consent
Optional Guardrails, off by default, intended for testing
Visual help tour accessed by typing 'lokka help'
Support for Entra, Intune, Teams, and SharePoint via Graph
Azure resource querying and cost reporting
Interactive apps rendered inside MCP Apps-capable chat clients
Free to use
Actions limited by the Graph and Azure permissions you grant
Scrape a page into markdown, JSON, HTML, raw, or plain text
Crawl whole sites with each page streamed as one JSONL line in order
Web search endpoint returns SERP results plus the scraped pages behind them
Browser rendering runs scripts, loads lazy images, and reaches infinite scroll
Load protected pages through Spider's native browser engine with geo checks, returning 200
Full browser sessions over WebSocket at browser.spider.cloud
Provider router runs scrape and crawl requests on outside providers with your own keys
Prompt-based extraction returns named fields as JSON on scrape or crawl
Two-phase AI extraction: fast model for most pages, stronger for complex layouts
Data connectors stream crawl output to S3, GCS, Google Sheets, Azure Blob, or Supabase
Residential and ISP proxy pool with 215M+ exits in 199 countries
MCP server at mcp.spider.cloud for Claude Code, Codex, Cursor, and Claude Desktop
CLI that picks HTTP or a browser per page and stops at your budget
1,000+ scraper examples with working code
API responses in JSON, JSONL, CSV, and XML
Integrations
GitHub Copilot
Claude Desktop
Visual Studio Code
LangChain
LlamaIndex
CrewAI
FlowiseAI
Langflow
Dify
Agno
Claude Code
Codex
Cursor
Amazon S3
Google Cloud Storage
Google Sheets
Azure Blob Storage

Who should pick Lokka, and who should pick Spider Cloud?

  • 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.

What else are Lokka and Spider Cloud compared with?

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These tools are not competitors — they solve different problems for different buyers. Spider Cloud is a developer API for pulling live web data into agents and RAG pipelines, with a freemium entry poi

Where can you read more about Lokka and Spider Cloud?

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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Analysis generated by our model pipeline from live data: