head to head · open source
firecrawl vs parlant
firecrawl has 197,942 GitHub stars, 10,457 forks, 621 open issues and last shipped yesterday. parlant has 18,318 stars, 1,553 forks, 41 open issues and last shipped yesterday. firecrawl leads on adoption by 981% (197,942 vs 18,318 stars). firecrawl is written in TypeScript under AGPL-3.0; parlant is written in Python under Apache-2.0. firecrawl has attracted 5% as many forks as stars, parlant 8%. firecrawl was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 1 topic tag (llm), so they are genuine substitutes rather than adjacent tools.
Two open source projects, one decision. Both are free and self-hostable — the differences are community size, license terms, language stack and release pace.
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Side by side
| firecrawl | parlant | |
|---|---|---|
| GitHub stars | ★ 198K | ★ 18K |
| License | AGPL-3.0 | Apache-2.0 |
| Written in | TypeScript | Python |
| Last push | 2026-11-02 | 2026-11-02 |
| Forks | ⑂ 10K | ⑂ 1.6K |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick firecrawl if
- You weight community size — 198K stars and counting
- You want the AGPL-3.0 license terms
- Your stack matches TypeScript
- You value the larger contributor base for long-term maintenance
pick parlant if
- You want the parlant feature set and don't need the biggest community
- You prefer the Apache-2.0 license terms
- Your stack matches Python
- You evaluated both and parlant fits your workflow better
About firecrawl
🔥 Firecrawl The API to search, scrape, and interact with the web at scale. 🔥 The web context API to find sources, extract content, and turn it into clean Markdown or structured data your agents can ship with. Open source and available as a hosted service. Pst. Hey, you, join our stargazers :) Why Firecrawl? Industry leading reliability : Covers 96% of the web, including JS heavy pages — no proxy headaches, just clean data (see benchmarks) Blazingly fast : P95 latency of 3.4s across millions of pages, built for real time agents and dynamic apps LLM ready output : Clean markdown, structured JSON, screenshots…
read the full firecrawl overview →
About parlant
The interaction control harness for customer facing AI agents Website • Quick Start • Examples • Discord Deutsch Español français 日本語 한국어 Português Русский 中文 Looking for an open source alternative to Ada, Decagon, or Sierra? Parlant is production ready. It streamlines the development and maintenance of enterprise grade B2C (business to consumer) and sensitive B2B interactions that need to be consistent, compliant, on brand, and comprehensively traceable. Why Parlant? Conversational context engineering is hard because real world interactions are diverse, nuanced, and non linear. ❌ The Problem…
read the full parlant overview →
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Frequently asked questions
Is firecrawl or parlant more popular?
firecrawl has 197,942 GitHub stars and parlant has 18,318. firecrawl has the larger community by that measure.
Are firecrawl and parlant free?
Both are open source. firecrawl is licensed under AGPL-3.0 and parlant under Apache-2.0. Neither carries a licence fee.
What is the difference between firecrawl and parlant?
firecrawl is written in TypeScript and parlant in Python. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.
Which should I choose, firecrawl or parlant?
Choose firecrawl if you want the larger community (197,942 stars) or its AGPL-3.0 licence terms. Choose parlant if its feature set, stack or Apache-2.0 licence fits better. Both are self-hostable.