| FMRS | 46 / 100 · D | 75 / 100 · B |
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| Reliability | 4 / 20 | 13 / 20 |
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| Security and permissions | 8 / 20 | 12 / 20 |
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| Maintenance | 12 / 20 | 16 / 20 |
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| Documentation | 13 / 20 | 17 / 20 |
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| Setup experience | 9 / 20 | 17 / 20 |
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| Best for | - Users who need Claude Code, OpenClaw, Cursor, or Windsurf to access content across multiple platforms
- Individuals and developers seeking free or open-source upstream tools for web research
- Agent workflows that need centralized installation, diagnostics, and backend routing
| - 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
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| Not for | - Tasks requiring graphical browser interaction, form submission, or automated login
- Deployments requiring a standalone MCP server or a documented MCP transport
- Environments that do not allow shell command execution by the agent
- Use cases requiring every platform to work without login state or cookies
| - 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)
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| Required permissions | - The agent must execute shell commands, including pip install, system dependency installation, and upstream CLI calls
- Some channels require local browser login state, cookies, or tokens
- Credentials are stored locally in ~/.agent-reach/config.yaml; the README states the file mode is 600
| - 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
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| Risks and side effects | - Cookie- or login-state-based access to Twitter/X, Xiaohongshu, Reddit, and similar platforms may trigger detection, restrictions, or account bans
- The default installation may install Node.js, gh CLI, mcporter, and other system infrastructure, and modify agent skills and MCP configuration
- Platform anti-crawling changes or upstream tool changes may break individual channels
- Server deployments may require a proxy; the README estimates roughly $1 per month
| - 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
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| Supported clients | Claude Code, OpenClaw, Cursor, Windsurf | Claude Desktop, VS Code, Cursor, Windsurf, Zed, Amp |
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| Tools | 0 | 11 |
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