| FMRS | 64 / 100 · C | 75 / 100 · B | 73 / 100 · B |
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| Reliability | 10 / 20 | 13 / 20 | 12 / 20 |
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| Security and permissions | 8 / 20 | 12 / 20 | 13 / 20 |
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| Maintenance | 15 / 20 | 16 / 20 | 16 / 20 |
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| Documentation | 17 / 20 | 17 / 20 | 16 / 20 |
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| Setup experience | 14 / 20 | 17 / 20 | 16 / 20 |
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| Best for | - Developers adding web scraping/data extraction capabilities to AI agents without building their own crawlers
- Users of Claude, Cursor, VS Code, or ChatGPT who want dynamic discovery and use of Apify Store scraping tools
- Autonomous agents that need to pay per Actor run via prepaid tokens (AGI, x402, or Skyfire)
| - Scenarios needing clean, structured web context fed to an AI assistant
- Users already on the Firecrawl platform who want to call its scraping capability directly via MCP
| - Q&A and research scenarios that need real-time, clean web content
- Users with an existing Exa account who want a zero-deployment remote option
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| Not for | - Tasks that don't need internet scraping, such as pure local filesystem or database work
- Users without an Apify account who are unwilling to authenticate via OAuth or API token
- Fully offline setups that must avoid sending any data to the Apify platform
| - Simple static-page scraping where you don't want to depend on a third-party API and incur call costs
- Sites that explicitly disallow automated access (robots.txt)
| - Scenarios requiring a strict allowlist of search sources that can't use a third-party search service
- Budget-sensitive, high-volume search scenarios (remote/API calls may incur cost)
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| Required permissions | - Requires an Apify API token (Bearer) or OAuth login to an Apify account
- Runs Actors and reads run status, dataset, and key-value store data on behalf of the user's account
- Needs outbound network access to reach the Apify API and the external websites Actors scrape
| - Requires a Firecrawl API key to call; cost and quota are governed by the Firecrawl account
- firecrawl_agent/firecrawl_interact perform automated browser interaction, which may trigger login or form-submission flows on the target site
| - Requires an Exa API key for full functionality; OAuth login is optional in remote mode
- web_fetch_exa retrieves content from a specified URL; agent_run performs multi-step autonomous actions and needs the user to have clear expectations of Agent behavior
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| Risks and side effects | - Running Actors incurs cost, paid via prepaid balance, AGI, direct x402, or Skyfire
- Telemetry (tool-call usage data) is collected by default, and stdio mode also enables Sentry error tracking by default unless opted out
- Dynamic tool discovery lets the agent invoke arbitrary third-party Actors from Apify Store, whose behavior and data handling are outside this server's control
- Scraped website data passes through the Apify API; users are responsible for ensuring scraping complies with target sites' terms of service
| - Bulk crawl/map tools can generate significant request volume against a target site — respect the site's rate limits and terms of service
- firecrawl_agent's interactive action chain is longer — define task boundaries clearly before running it to avoid accidentally triggering actions on a sensitive site
| - The API key should be stored carefully — avoid leaving it in plaintext in client config files on untrusted machines
- agent_run is a multi-step autonomous tool with a longer action chain — try it on low-risk tasks first
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| Supported clients | Claude Desktop, Claude.ai, Claude Code, Cursor, VS Code, ChatGPT, OpenCode, Kiro, Apify Tester MCP Client | Claude Desktop, VS Code, Cursor, Windsurf, Zed, Amp | Claude Desktop, Claude Code, VS Code, Cursor, Windsurf, Zed, Amp, Kiro, LM Studio, Antigravity |
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| Tools | 19 | 11 | 4 |
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