dsh-firecrawl: Integrating Firecrawl Web Search and Scraping for DeepSeek Harness
@firecrawl/dsh-firecrawl is a DSH networking plugin maintained by the Firecrawl team. It redirects the backend of the built-in web_search and web_fetch tools to the Firecrawl API without introducing new tool names. Compared to the locally disabled web_fetch by default, this plugin leverages the Firecrawl infrastructure to fetch pages, reducing local SSRF risks while supporting JS rendering and anti-scraping measures. It is compatible with @deepseek-ai/dsh@0.1.0-rc.6, requires configuring the FIRECRAWL_API_KEY, and can be used by installing it into the web profile and restarting the Harness.
Read MoreUsing firecrawl-build-search: Start from queries and write web discovery into product code
`firecrawl-build-search` is an official Agent Skill for Firecrawl, specifically designed to connect the `/search` endpoint to product code: the functionality starts from queries instead of URLs. It first discovers, ranks and selects sources, then decides whether to hydrate the content or hand it over to `/scrape`. This article cross-verifies installation commands, authentication fields, one-step/two-step call differences, and error-prone upgrade paths such as paper indexing and developer indexing based on GitHub's SKILL.md, repository README, officialskills.sh and docs.firecrawl.dev.
Read MoreIntegrate Web Search, Crawling and Browser Interaction into Application Code with firecrawl-build
`firecrawl-build` is the official application integration entry Skill of Firecrawl, located in the `firecrawl/skills` repository. It targets scenarios where products, agents or workflows need to obtain webpage data through code. It first clarifies what data to fetch and how to fetch it, then routes the requirements to `/scrape`, `/search` or `/interact`, instead of mixing "help me search a page in the current session" with "integrate Firecrawl into the backend". This article checks the installation commands, environment variables, SDK, sub-skill division, smoke test, and the boundaries with CLI/Workflow skills against the SKILL.md, repository README and official documentation.
Read More# 翻译结果： firecrawl-cli: Let AI Agents Scrape, Search, Crawl and Map Web Pages via CLI
firecrawl-cli is the official Firecrawl Agent Skill (located in the directory skills/firecrawl-cli, with the frontmatter named firecrawl). It enables assistants such as Cursor, Claude Code, and Codex to search, scrape, map, crawl and interact with web pages via the Firecrawl CLI, with results saved in .firecrawl/ in Markdown/JSON format. Based on the official SKILL.md and CLI documentation, this article explains the installation and authentication procedures, the workflow of search→scrape→map→crawl→interact, as well as key notes including credits and rate limits for users without an API key.
Read More