Project Knowledge

firecrawl/open-researcher

Use firecrawl/open-researcher when the user needs a browser agent project with library-only, local, cloud deployment options.

TypeProject / implementation

Difficultybeginner

LanguageTypeScript

LicenseUnknown

TL;DR

Use firecrawl/open-researcher when the user needs a browser agent project with library-only, local, cloud deployment options.

Install

Install as a library or package using the repository instructions.

Good For

build browser automation agents

operate web tasks with LLMs

test web workflows

Not Good For

edge-only Cloudflare Workers deployment without adaptation

users expecting a complete hosted product

backend-only jobs

Git.Top Score66/100

Agent Score55/100

Maintenance5

Stability55

Quality5/100

Best Use

build browser automation agents

Primary situation where this project is a good shortlist candidate.

Watch Out

edge-only Cloudflare Workers deployment without adaptation

Main reason to compare alternatives before adopting it.

Deployment Fit

library_only, local, cloud

Git.Top did not classify this as Cloudflare-ready. Evidence: No Cloudflare deployment signal detected.

Best Alternative

apify/crawlee: docker, library_only

Compare this option when the target stack or language preference differs.

Confidence

3/4 classification signals high; 4 quality signals complete or snapshot

Classification evidence and quality signal confidence should be checked before production recommendations.

Freshness

Repo 2026-08-04; metrics 2026-08-04

Repository and metric timestamps for this knowledge record.

Freshness

Repository and metrics timestamps

Repository synced2026-08-04T05:30:26.511Z

Metrics calculated2026-08-04T05:30:26.511Z

Scoring

Quality and agent score are separate

Quality score weights star movement, commits, releases, contributors, and issue response. Agent score weights documentation, maintenance, deployment, popularity, and community.

Confidence

Signal confidence

Stars 30dsnapshot

Commits 30dcomplete

Releases 180dcomplete

Contributors 90dcomplete

Badge

Agent Score badge

Embed a lightweight SVG badge for this repository.

Project Type

Project / implementation

This repository is treated as an implementation project. Compare its deployment fit, maintenance, and alternatives before adopting it.

Cloudflare Readiness

No Cloudflare-ready signal

Git.Top did not classify this as Cloudflare-ready. Evidence: No Cloudflare deployment signal detected.

Selection Guidance

Use the evidence before choosing

Treat this page as a shortlist input. Confirm source metadata, classification confidence, deployment evidence, and current repository activity before making a production recommendation.

Alternatives

Comparable projects

JSON

apify/crawleeUse apify/crawlee when the user needs a browser agent project with docker, library-only, local deployment options.

browserbase/stagehandUse browserbase/stagehand when the user needs a browser agent project with library-only, local, cloud deployment options.

browser-use/browsercodeUse browser-use/browsercode when the user needs a browser agent project with docker, local, cloud deployment options.

Tencent/BrowserSkillUse Tencent/BrowserSkill when the user needs a browser agent project with local, cloud deployment options.

browserless/browserlessUse browserless/browserless when the user needs a browser agent project with docker, local, cloud deployment options.

Related Projects

Adjacent ecosystem projects

JSON

browser-use/browser-useUse browser-use/browser-use when the user needs a browser agent project with docker, library-only, local deployment options. Shared browser agent category and library_only deployment context.

unclecode/crawl4aiUse unclecode/crawl4ai when the user needs a browser agent project with docker, library-only, local deployment options. Shared browser agent category and library_only deployment context.

huggingface/huggingface.jsUse huggingface/huggingface.js when the user needs a browser agent project with serverless, library-only, local deployment options. Shared browser agent category and library_only deployment context.

apify/crawlee-pythonUse apify/crawlee-python when the user needs a browser agent project with library-only, local, cloud deployment options. Shared browser agent category and library_only deployment context.

SeleniumHQ/seleniumUse SeleniumHQ/selenium when the user needs a browser agent project with docker, library-only, local deployment options. Shared browser agent category and library_only deployment context.

jo-inc/camofox-browserUse jo-inc/camofox-browser when the user needs a browser agent project with docker, library-only, local deployment options. Shared browser agent category and library_only deployment context.

Deploy

Supported deployment paths

Compatible With

Inferred dependencies and protocols

Use Cases

Where agents should consider it

Classification Evidence

Why Git.Top categorized this project

Full JSON

Category: highManual quality burn-down override for firecrawl/open-researcher.

Deployment: highMatched "npm install" in repository content. Local usage is assumed for open source repositories unless contradicted.

Difficulty: mediumRepository has under 10k stars, so complexity is treated conservatively.

Cloudflare Ready: highNo Cloudflare deployment signal detected. No wrangler.toml found in inspected repository files.

Compare

apify/crawlee leads this context

JSON

ProjectStarsAgentLocalCloudflareScore

firecrawl/open-researcher677YesYesNo55

apify/crawlee25,188YesYesNo82

browserbase/stagehand23,730YesYesNo79

browser-use/browsercode273YesYesNo79