| FMRS | 55 / 100 · C | 75 / 100 · B | 73 / 100 · B |
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| Reliability | 8 / 20 | 13 / 20 | 12 / 20 |
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| Security and permissions | 11 / 20 | 12 / 20 | 13 / 20 |
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| Maintenance | 9 / 20 | 16 / 20 | 16 / 20 |
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| Documentation | 14 / 20 | 17 / 20 | 16 / 20 |
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| Setup experience | 13 / 20 | 17 / 20 | 16 / 20 |
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| Best for | - Users creating images or videos inside AI coding tools
- Design workflows that benefit from curated prompts and prompt enhancement
- Users with a local GPU or an image-generation API backend
| - 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 | - Users who only need text or conventional coding capabilities
- Users who do not want prompts or reference images sent to third-party cloud APIs unless using local ComfyUI
- Users without a configured generation backend or API credentials who need image or video generation
| - 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 | - Run npx and access the npm package
- Provide an API key or token for MeiGen Cloud or an OpenAI-compatible API
- Access the configured ComfyUI service when using local generation
- Send prompts and, where applicable, reference images to the configured service; local reference images may be uploaded
- Write configuration and generated results to local configuration, image, and video directories
| - 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 | - Cloud backends receive prompts and reference images, with privacy handling determined by the provider
- Reference images are uploaded to Cloudflare R2 and expire automatically after 24 hours
- Image and video generation may incur service costs or be limited by model, resolution, and quality capabilities
- Local files may be compressed and uploaded when using non-ComfyUI backends
- Video generation can take several minutes and may fail if client timeouts are too short
| - 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 Code, Cursor, Codex, Windsurf, Roo Code, OpenClaw, Hermes Agent | 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 | 8 | 11 | 4 |
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