MCP Index
Official MCPGenerally availablePublishes llms.txt

Apify MCP Server

Solid all-round agent support with no single blocker.

Widest structured coverage anywhere — Maps, LinkedIn, Amazon and thousands more. Running Actors costs money, so an unsupervised loop is a billing risk.

Web Data & Search
4/5

Agent-readiness

Good overall

Weighted across four pillars

Reach4.5
Cost4
Control3
Trust5
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What an agent can do here

Official MCP server that turns 30,000+ Store Actors into callable tools — an agent can find a scraper for a site and run it in one conversation.

Action depth
Core write

Agents can do the product’s core job — edit the timeline, ship the deploy, update the record.

Hosting
Vendor-hosted

Connect with a URL — nothing to install.

Auth
API key
Unattended
Headless-capable

A long-lived token works, so this can run on a schedule.

Blast radius
Medium

Mistakes are recoverable but visible.

Permission scoping: All or nothing

What it costs to let an agent act

FreeUsage-metered

Free tier includes monthly platform credits; each Actor run consumes compute and some Actors charge per result.

How the score breaks down

Every factor below is scored by a fixed rubric, not by opinion — so two tools with the same shape always get the same number.

Reach

Excellent4.5/5

Can an agent actually do the job?

  • MCP serverFirst-party2/2
  • Action depthCore write1/1.5
  • HostingVendor-hosted1/1
  • Fallback pathAPI + CLI0.5/0.5

Cost

Good4/5

What does it cost to let the agent act?

  • Plan requiredFree3/3
  • Usage meteringUsage-metered1/2

Control

Workable3/5

Can I let it run unattended?

  • Permission scopingAll or nothing0/1.5
  • Unattended authHeadless-capable1.5/1.5
  • Blast radiusMedium1/1.5
  • Auth frictionAPI key0.5/0.5

Trust

Excellent5/5

Will this still work next month?

  • MaintainerVendor2/2
  • MaturityGenerally available1.5/1.5
  • Research confidenceHigh1/1
  • FreshnessVerified 2d ago0.5/0.5

Apify vs other web data & search tools

Sorted by overall score. Filter and sort the full category →

Web Data & Search MCP servers compared
ToolOverallReachCostControlTrustCost to actCan doRisk
ApifyGoodWidest structured coverage anywhere — Maps, LinkedIn, Amazon and thousands more. Running Actors costs money, so an unsupervised loop is a billing risk.
4
4.5
4
3
5
FreeUsage-meteredCore writeHeadlessMediumblast radius
BrowserbaseGoodWhat you reach for when Playwright MCP can't run locally — same capabilities, hosted, with session recording. You pay per browser-hour.
4
4.5
4
3
5
FreeUsage-meteredCore writeHeadlessMediumblast radius
FirecrawlGoodThe category default: handles JS-rendered pages, returns markdown an LLM can actually use, and the MCP server mirrors the full API.
4
3.5
4
3.5
5
FreeUsage-meteredRead onlyHeadlessLowblast radius
ExaGoodBuilt for retrieval quality rather than page volume — pair it with Firecrawl when the agent needs to find pages and then read them properly.
4
3.5
4
3.5
5
FreeUsage-meteredRead onlyHeadlessLowblast radius
Brave SearchGoodThe cheapest way to give an agent real web search, and one of very few independent indexes left. Local server, plain API key.
3.5
3
4
3.5
5
FreeUsage-meteredRead onlyHeadlessLowblast radius
PerplexityGoodAnswers with citations rather than pages — cheaper in tokens than crawling, but you inherit Perplexity's judgement about what was relevant.
3.5
3.5
2.5
3.5
5
Paid planUsage-meteredRead onlyHeadlessLowblast radius

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Setup

How we know

Last verified
2026-09-29 · 2d ago
Research confidence
high
Maturity
Generally available

write_actions = triggering Actor runs with side effects and cost, not writing to third-party sites.

Spotted something wrong? Send a correction — vendor corrections are applied first.

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