Firecrawl

Turn websites into LLM-ready data.

Gives the agent hands: web, files, apps.

Gap ScorePending test on Mac Studio

192K stars
AGPL-3.0
Updated 2026-10-15

Where it sits

Modelthe weights
Runtimeruns & routes it
Harnessmakes it act
Memorymakes it remember
FirecrawlToolsgives it hands

Catalog entryVerified it exists. Install steps not tested yet.

.md .json

Homepage Repo

AGENT VIEW · text/markdown · or send Accept: text/markdown

---
schema: "https://insidethemachine.ai/schema/listing.schema.json"
slug: "firecrawl"
name: "Firecrawl"
kind: "repo"
tier: "catalog"
category: "mcp"
category_label: "MCP servers & tools"
stack_layer: "tools"
homepage: "https://firecrawl.dev"
repo: "https://github.com/firecrawl/firecrawl"
license: "AGPL-3.0"
stars: 191861
last_push: "2026-10-15"
archived: false
tags: []
seen_in_videos: []
gap_score: null
gap_score_status: "pending test on Mac Studio"
verified_on: "2026-10-15"
---

# Firecrawl

**What:** Turn websites into LLM-ready data.

**Why:** Gives the agent hands: web, files, apps.

**Category:** MCP servers & tools · **Stack layer:** tools

## Status

Catalog entry. Existence and repo metadata checked 2026-10-15 via the GitHub API. Install commands below are auto-extracted from the README and have NOT been executed or verified. Read the README before running anything; prefer a sandbox or venv.

## Install (unverified)

No install command found. no install command found in README; follow the README or docs

## Verify

No verified check yet. Minimum: the install command exits 0 and the tool's own help/version flag runs (exact flag: see README).

## Rollback (unverified)

No derived rollback. Remove what the install created (see README).

## Links

- Homepage: https://firecrawl.dev
- Repo: https://github.com/firecrawl/firecrawl
- README: https://github.com/firecrawl/firecrawl#readme