# Firecrawl — developer ecosystem report

> Web data API for AI

- GitHub org: `firecrawl`
- Category: ai
- Overall score: 62.0 / 100
- Overall rank: #50
- Last refreshed: 2026-08-19

## Pillar scores

| Pillar | Score / 100 | Rank | Weight in overall |
| --- | --- | --- | --- |
| Code & Polish | 50.0 | #446 | ~22% |
| Education | 86.0 | #15 | ~18% |
| AI readiness | 86.0 | #5 | part of Reach |
| Builder experience | 0.0 | #1 | ~12% |
| Community | 54.0 | #95 | ~16% |
| Reach | 55.0 | #226 | ~18% |
| Momentum | 39.0 | #352 | ~14% |

## Links

- GitHub: https://github.com/firecrawl
- Website: https://firecrawl.dev
- Docs: https://docs.firecrawl.dev

## Public GitHub totals

| Metric | Value |
| --- | --- |
| Repos analyzed | 12 |
| Stars | 255,036 |
| Forks | 21,189 |
| Open issues | 1,352 |
| Contributors | — |

## Top repositories

| Repo | Stars | Language | Description |
| --- | --- | --- | --- |
| [firecrawl](https://github.com/firecrawl/firecrawl) | 169,603 | TypeScript | The context API to search, scrape, and interact with the web at scale. 🔥 |
| [open-lovable](https://github.com/firecrawl/open-lovable) | 28,248 | TypeScript | 🔥 Clone and recreate any website as a modern React app in seconds |
| [anydoc](https://github.com/firecrawl/anydoc) | 17,223 | Rust | Convert Word, PowerPoint, Excel, OpenDocument, RTF, EPUB, CSV, and PDF to clean Markdown. Built in Rust, with Node.js an |
| [pdf-inspector](https://github.com/firecrawl/pdf-inspector) | 16,255 | Rust | Fast Rust library for PDF inspection, classification, and text extraction. Intelligently detects scanned vs text-based P |
| [firecrawl-mcp-server](https://github.com/firecrawl/firecrawl-mcp-server) | 7,273 | JavaScript | 🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients. |
| [open-agent-builder](https://github.com/firecrawl/open-agent-builder) | 2,589 | TypeScript | 🔥 Visual workflow builder for AI agents powered by Firecrawl - drag-and-drop web scraping pipelines with real-time exec |
| [fireplexity](https://github.com/firecrawl/fireplexity) | 1,952 | TypeScript | 🔥 Open Source Perplexity like AI search engine with real-time citations, streaming responses, and live data powered by  |
| [open-scouts](https://github.com/firecrawl/open-scouts) | 1,355 | TypeScript | 🔥 AI-powered web monitoring platform. Create automated scouts that search the web and send email alerts when they find  |
| [fire-enrich](https://github.com/firecrawl/fire-enrich) | 1,248 | TypeScript | 🔥 AI-powered data enrichment tool that transforms emails into rich datasets with company profiles, funding data, tech s |
| [web-agent](https://github.com/firecrawl/web-agent) | 1,209 | TypeScript | 🔥 Open-source web data agent optimized for structured web research |
| [firecrawl-app-examples](https://github.com/firecrawl/firecrawl-app-examples) | 803 | Jupyter Notebook | 🔥 This repository contains complete application examples, including websites and other projects, developed using Firecr |
| [open-researcher](https://github.com/firecrawl/open-researcher) | 682 | TypeScript | 🔥 Visual AI research assistant that displays real-time thinking, provides split-view analysis, and automatic citations  |

## Methodology

Scores are computed from public signals only (GitHub, package registries, docs sites, community platforms). Pillar definitions: https://www.smoower.com/docs.md

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HTML version: https://www.smoower.com/firecrawl
Machine index: https://www.smoower.com/llms.txt · MCP server: https://www.smoower.com/mcp · REST API: https://www.smoower.com/api/v1