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RUNLOCALAI · v38
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server
Open source
freemium (OSS core + Firecrawl cloud)

Firecrawl MCP

MCP server wrapping Firecrawl — a managed crawler that handles JavaScript rendering, anti-bot evasion, and large-site map+scrape jobs at scale. The pragmatic upgrade from mcp-server-fetch when an agent needs to crawl thousands of pages or work against JS-heavy SPAs that the readability extractor can't reach.

By Fredoline Eruo·Last verified Jun 12, 2026·4,000 GitHub stars

Overview

MCP server wrapping Firecrawl — a managed crawler that handles JavaScript rendering, anti-bot evasion, and large-site map+scrape jobs at scale. The pragmatic upgrade from mcp-server-fetch when an agent needs to crawl thousands of pages or work against JS-heavy SPAs that the readability extractor can't reach.

Stack & relationships

How Firecrawl MCP relates to other entries in the catalog — recommended pairings, alternatives, dependencies, and edges to avoid. Each edge carries a one-line operator note from our editorial team.

Firecrawl MCP ↔ ecosystem

Alternatives

  • Alternative to
    Playwright MCP

    Firecrawl outsources rendering to a managed cloud — handles anti-bot evasion at scale. Playwright keeps the browser local. Pick Firecrawl for crawl-volume scenarios; Playwright for single-page automation.

  • Alternative to
    MCP Fetch Server

    Firecrawl handles JS-rendered pages and crawl-volume scenarios; mcp-server-fetch is for single-page static reads. Different operating points; not redundant.

Pros

  • Handles JS-rendered pages without spawning a local browser
  • Map + scrape primitives for whole-site ingestion
  • Markdown-shaped output ready for retrieval pipelines

Cons

  • Cloud tier required for non-trivial volume
  • External service in the agent's critical path
  • Closed-source rendering pipeline (open-source thin client)

Compatibility

Operating systems
macOS
Linux
Windows
GPU backends
n/a
LicenseOpen source · freemium (OSS core + Firecrawl cloud)

Runtime health

Operator-grade signals on how actively Firecrawl MCP is being maintained, how fresh its measurements are, and what failure classes operators have flagged. Every label below is anchored to a real date or count — we never infer maintainer activity we can't show.

Release cadence

Derived from the most recent editorial signal on this row.

Active
Updated Jun 12, 2026

8 days since last refresh · source: lastUpdated

Benchmark freshness

How recent the editorial measurements on this runtime are.

0editorial benchmarks

No editorial benchmarks for this runtime yet.

Community reproduction

Submissions that match an editorial measurement on similar hardware.

0reproduced reports

No community reproductions on file yet.

Get Firecrawl MCP

Official site
https://www.firecrawl.dev
GitHub
https://github.com/mendableai/firecrawl-mcp-server

Frequently asked

Is Firecrawl MCP free?

Yes — Firecrawl MCP is free to use and open-source; some tiers or hosted options are paid.

What operating systems does Firecrawl MCP support?

Firecrawl MCP supports macOS, Linux, Windows.

Does Firecrawl MCP need a GPU?

No — Firecrawl MCP runs on CPU; it does not require or use a GPU.
See something off?Report outdated·Suggest a correctionWe read every submission. Editorial review takes 1-7 days.

Reviewed by RunLocalAI Editorial. See our editorial policy for how we evaluate tools.

Related — keep moving

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When it doesn't work
  • vLLM CUDA version mismatch →
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  • CUDA out of memory →
Recommended hardware
  • RTX 4090 (24 GB) →
  • RTX 5090 (32 GB) →
  • H100 PCIe (datacenter) →
Alternatives
SGLangText Generation Inference (TGI)vLLMQdrantWeaviateGraphiti (Zep)LanceDBRedis (vector search)
Before you buy

Verify Firecrawl MCP runs on your specific hardware before committing money.

Will it run on my hardware? →Custom hardware comparison →GPU recommender (4 questions) →