{"id":51171900,"url":"https://github.com/firecrawl/langchain-firecrawl","last_synced_at":"2026-06-27T01:09:04.714Z","repository":{"id":362789020,"uuid":"1258191864","full_name":"firecrawl/langchain-firecrawl","owner":"firecrawl","description":null,"archived":false,"fork":false,"pushed_at":"2026-06-04T16:23:51.000Z","size":210,"stargazers_count":0,"open_issues_count":0,"forks_count":1,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-06-06T00:09:30.856Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/firecrawl.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2026-06-03T10:59:08.000Z","updated_at":"2026-06-04T16:24:31.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/firecrawl/langchain-firecrawl","commit_stats":null,"previous_names":["firecrawl/langchain-firecrawl"],"tags_count":null,"template":false,"template_full_name":null,"purl":"pkg:github/firecrawl/langchain-firecrawl","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/firecrawl%2Flangchain-firecrawl","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/firecrawl%2Flangchain-firecrawl/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/firecrawl%2Flangchain-firecrawl/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/firecrawl%2Flangchain-firecrawl/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/firecrawl","download_url":"https://codeload.github.com/firecrawl/langchain-firecrawl/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/firecrawl%2Flangchain-firecrawl/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":34838080,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-06-26T02:00:06.560Z","response_time":106,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2026-06-27T01:09:04.073Z","updated_at":"2026-06-27T01:09:04.704Z","avatar_url":"https://github.com/firecrawl.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# langchain-firecrawl\n\n[![PyPI - Version](https://img.shields.io/pypi/v/langchain-firecrawl?label=%20)](https://pypi.org/project/langchain-firecrawl/#history)\n[![PyPI - License](https://img.shields.io/pypi/l/langchain-firecrawl)](https://opensource.org/licenses/MIT)\n\nThis package contains the LangChain integration with [Firecrawl](https://www.firecrawl.dev),\nan API that turns websites into clean, LLM-ready data. It lets you scrape, crawl,\nmap, extract structured data from, and search the web — as a document loader or\nas agent tools.\n\n## Quick Install\n\n```bash\npip install langchain-firecrawl\n```\n\nGet an API key from [firecrawl.dev](https://www.firecrawl.dev) and set it as the\n`FIRECRAWL_API_KEY` environment variable (or pass `api_key=...`).\n\n```bash\nexport FIRECRAWL_API_KEY=\"fc-your-api-key\"\n```\n\n## Document loader\n\n`FirecrawlLoader` loads web content as LangChain `Document`s. Pick a `mode`:\n`scrape` (one page), `crawl` (a whole site), `map` (discover URLs), `extract`\n(structured data), or `search` (web search).\n\n```python\nfrom langchain_firecrawl import FirecrawlLoader\n\nloader = FirecrawlLoader(url=\"https://www.firecrawl.dev\", mode=\"scrape\")\ndocs = loader.load()\nprint(docs[0].page_content[:200])\nprint(docs[0].metadata)\n```\n\n## Tools\n\nEach Firecrawl capability is also available as a `BaseTool` you can bind to an\nagent:\n\n```python\nfrom langchain_firecrawl import (\n    FirecrawlScrape,\n    FirecrawlCrawl,\n    FirecrawlMap,\n    FirecrawlExtract,\n    FirecrawlSearch,\n)\n\nscrape = FirecrawlScrape()\nresult = scrape.invoke({\"url\": \"https://www.firecrawl.dev\"})\nprint(result[\"markdown\"])\n\nsearch = FirecrawlSearch()\nprint(search.invoke({\"query\": \"best web scraping libraries\", \"limit\": 5}))\n```\n\n## Documentation\n\n- LangChain provider docs: [docs.langchain.com](https://docs.langchain.com/oss/python/integrations/providers/firecrawl)\n- Firecrawl docs: [docs.firecrawl.dev](https://docs.firecrawl.dev)\n- Firecrawl homepage: [firecrawl.dev](https://www.firecrawl.dev)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffirecrawl%2Flangchain-firecrawl","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ffirecrawl%2Flangchain-firecrawl","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffirecrawl%2Flangchain-firecrawl/lists"}