Firecrawl
The API to search, scrape, and interact with the web at scale. 🔥
Supply asset profile
Coding and developer agents
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
Scenario
Coding agents
I need a coding agent that can understand a repository, edit code, and review pull requests.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add firecrawl/firecrawl
Maintenance
active
2mo since push
Risk
Safe to try
No major risk signals from available metadata
GitHub quality
139K
100/100 Quality · 90/100 Trust
Coverage tags
Review notes
No major risk signals from available metadata
Agent adoption scorecard
Trust, audit, and install readiness at a glance
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
ExcellentHigh-confidence pick with strong adoption and healthy maintenance signals.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Safe to tryA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Human review before install
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
139K GitHub stars
Repo activity
139K stars, 8.0K forks
Maintenance
2mo since push
License
AGPL-3.0
Install
npx skills add firecrawl/firecrawl
Install safety
standard package or runtime install path
Permission surface
network or browser access
Agent outcomes
Early agent signal: 50% success from 2 agent outcomes
Docs
Usable metadata, review docs
Risk summary
Review before production
- Recent failure rate is elevated: 50%
- 1 failed agent outcome(s) reported
- Agent Proven outcomes: Early agent signal: 50% success from 2 agent outcomes
Install readiness
Install path available
- Install path is available
- Repository evidence is available
- License is declared
- Early agent signal (33/100 Agent Proven)
Agent-readable metadata
Machine-readable decision data for this skill.
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
- Web scraping workflows
- Claude Code teams
- teams that value GitHub adoption signals
- Crawl target URLs
Suited agents
Install decision
- Command
- npx skills add firecrawl/firecrawl
- Policy
- allow
- Human review
- no
Trust and risk
- Trust
- 60/100
- Audit
- 92/100
- Risk level
- Safe to try
Outcome loop
- Endpoint
- /api/agent/outcome
- Event ID
- resolve
- Outcomes
- 5
Do not use when
- teams that need a vendor-supported SLA
- high-compliance environments without internal security review
- No major risk signals from current metadata
- Recent failure rate is elevated: 50%
- 1 failed agent outcome(s) reported
Agent safety v2
84/100 · Safe to install with normal review
Strong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.
Allow agent install in a sandbox or low-risk workspace, then promote after one successful narrow task.
medium
Network access
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Filesystem access
Skill may read or write project files, documents, generated artifacts, or local workspace state.
Install targets
Install this skill in your agent workflow
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
OpenAgentSkill CLI
Resolve policy, run the source installer safely, and report a verified install receipt.
$ npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz install firecrawl-firecrawlAgent resolve plan
Let an agent verify fit before installing.
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20Firecrawl%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20Firecrawl%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/firecrawl-firecrawl/install
Agent should check
- Task fit and alternatives from Resolve API.
- Audit score, trust score, and safety policy warnings.
- Install target compatibility for Codex, Claude Code, Cursor, or CLI.
Copy prompt
Task: Use Firecrawl in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20Firecrawl%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/firecrawl-firecrawl/install
Install command: npx skills add firecrawl/firecrawl
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Give an agent the install path, not another directory page.
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/firecrawl-firecrawl/install
LLM text format
/api/skills/firecrawl-firecrawl/install?format=text
Find alternatives
/api/skills/search?q=Firecrawl&limit=3
Agent prompt
Use Firecrawl for this task. Review https://www.openagentskill.com/api/skills/firecrawl-firecrawl/install, then install with: npx skills add firecrawl/firecrawlRegistry metadata
Agent-readable profile for automatic skill selection.
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/firecrawl-firecrawl
LLM text
/api/registry/manifest/firecrawl-firecrawl?format=text
Install alias
/api/registry/install/firecrawl-firecrawl
Recommend
/api/registry/recommend?task=Use%20Firecrawl%20in%20an%20agent%20workflow&limit=3
Agent fit
Web scraping
Use-case tags
Platforms
TypeScript, AI Agents, Claude Code
Audit report
Safe to try · 92/100
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Primary pick for Web scraping
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Role in stack
Primary pick
Primary fit
Web scraping
Trust label
Production-ready
Install path
Command ready
Use when
- Web scraping workflows
- Claude Code teams
- teams that value GitHub adoption signals
Evidence
- 139,273 GitHub stars
- recent repository activity
- install command or GitHub repo available
- 100/100 quality profile
- 1076 OpenAgentSkill engagement events
review first
- No major risk signals from current metadata
Implementation path
- 1Install it in a sandbox agent and run one Web scraping task end to end.
- 2Compare output quality, latency, and failure behavior against at least one alternative.
- 3Promote it into production only after reviewing repository permissions, license, and maintenance signals.
Trust profile
Sandbox only
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
PASS139K GitHub stars
Stars/forks activity
PASS139K stars, 8.0K forks; issue activity unavailable in current metadata
Recent maintenance
PASS2mo since push
License clarity
PASSAGPL-3.0
Good signals
- Manually verified listing
- AI review approved
- Install path is available
- Repository evidence is available
- Recently maintained repository
- Large GitHub adoption signal
- Install command has no obvious high-risk pattern
- OpenAgentSkill usage activity detected
- Outcome confidence 40% from 2 report(s)
Review before install
- Recent failure rate is elevated: 50%
- 1 failed agent outcome(s) reported
- Agent Proven outcomes: Early agent signal: 50% success from 2 agent outcomes
- Human review required before unattended installation
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
Excellent candidate for agent workflows
High-confidence pick with strong adoption and healthy maintenance signals.
Workflow fit
Use this skill in these scenarios
Collect structured data
Web scraping
I need my agent to scrape websites and extract structured data from pages.
Build and ship code
Coding agents
I need a coding agent that can understand a repository, edit code, and review pull requests.
Search private knowledge
RAG and knowledge
I need my agent to build a RAG workflow over documents and retrieve reliable context.
Workflow fit
Add it to a complete workflow
Scrape, clean, and reuse web data
Web data pipeline
A practical workflow for agents that crawl public pages, extract clean content, normalize data, and hand it to downstream research or RAG workflows.
Inspect, patch, and verify code
Coding review agent
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Ingest, retrieve, and cite
RAG knowledge base
A workflow for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.
Alternative shortlist
Compare before you install
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Overview
The API to search, scrape, and interact with the web at scale. 🔥
Imported by the skill-only GitHub discovery pipeline because it matches agent skill, automation, RAG, or developer-tool signals. Protocol-server projects are excluded from automated imports.
Platform compatibility
Technical details
- Version
- 1.0.0
- License
- AGPL-3.0
- Last updated
- Aug 20, 2026
- Published
- May 23, 2026
Frameworks & tools
Decision snapshot
Primary pick
139,273 GitHub stars
Audit
Install review
Install and adoption review
- Security
- 87/100
- Maintenance
- 88/100
- Install
- 92/100
Agent-proven evidence
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
- Success rate
- 50%
- Recent failure
- 50%
- Outcomes
- 2
- Output quality
- —
- Failed
- 1
- Not relevant
- 0
- Installs
- 2
- Risk blocked
- 0
- Setup needed
- 0
- Production
- 0
Early agent signal: 2 outcomes, 50% success, Agent Proven Score 33/100.
Install
Add to agent workflow
Free and open source. Review the report before installing into production agents.
Growth loop
Share kit
Scenario-led draft for Firecrawl, ready for a manual X post.
For a web workflow, this is a skill worth shortlisting before another blank prompt. Firecrawl: The API to search, scrape, and interact with the web at scale. 🔥 139.3K stars https://www.openagentskill.com/skills/firecrawl-firecrawl?ref=x
Optional reply with install command
Listing + install path for Firecrawl: https://www.openagentskill.com/skills/firecrawl-firecrawl?ref=x Install: npx skills add firecrawl/firecrawl
Listing source
Community indexed
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
- Creator
- firecrawl
- Source
- firecrawl/firecrawl
- Indexed by
- OpenAgentSkill community index
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
Claim this skill listing
This Community indexed listing is attributed to firecrawl but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
Add the evidence badges to your README
Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.
[](https://www.openagentskill.com/skills/firecrawl-firecrawl)
[](https://www.openagentskill.com/skills/firecrawl-firecrawl)
[](https://www.openagentskill.com/skills/firecrawl-firecrawl/audit)
[](https://www.openagentskill.com/skills/firecrawl-firecrawl)Author
firecrawl✓
@firecrawl
Platform fit
Health signals
- GitHub stars
- 139.3K
- Quality score
- 80/100
- Last GitHub push
- Jun 26, 2026
- Framework hints
- 2
- OpenAgentSkill views
- 102
- Install copies
- 9
- Outbound clicks
- 3
Community signal
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Trust & safety
Sandbox only
- GitHub adoption139K GitHub starsPASS
- Stars/forks activity139K stars, 8.0K forks; issue activity unavailable in current metadataPASS
- Recent maintenance2mo since pushPASS
- License clarityAGPL-3.0PASS
- README/SKILL.md completenessPublic metadata needs stronger README/SKILL.md contextINFO
- Dependency/runtime risknetwork or browser surfacePASS