Firecrawl MCP Server for ClineGive Cline instant access to 6 tools to Cancel Active Crawl, Get Api Usage, Get Crawl Status, and more
Cline is an autonomous AI coding agent inside VS Code that plans, executes, and iterates on tasks. Wire Firecrawl through Vinkius and Cline gains direct access to every tool. from data retrieval to workflow automation. without leaving the terminal.
Ask AI about this App Connector for Cline
The Firecrawl app connector for Cline is a standout in the Friends Mcp category — giving your AI agent 6 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
Vinkius Desktop App
The modern way to manage MCP Servers — no config files, no terminal commands. Install Firecrawl and 3,400+ MCP Servers from a single visual interface.
{
"mcpServers": {
"firecrawl-extended": {
"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
}
}
}
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
About Firecrawl MCP Server
Connect your Firecrawl account to any AI agent and take full control of your web data acquisition and recursive crawling workflows through natural conversation.
Cline operates autonomously inside VS Code. it reads your codebase, plans a strategy, and executes multi-step tasks including Firecrawl tool calls without waiting for prompts between steps. Connect 6 tools through Vinkius and Cline can fetch data, generate code, and commit changes in a single autonomous run.
What you can do
- Web Scrape Orchestration — Scrape any single URL programmatically into high-fidelity Markdown, excluding boilerplate content like headers and footers automatically
- Recursive Crawling — Programmatically discover and scrape all subpages starting from a root URL to build comprehensive knowledge bases and RAG pipelines
- Site Mapping — Quickly identify all reachable links on a domain without full content extraction to understand website structures and hierarchies
- Visual Capture — Capture full-page screenshots of any URL directly through your agent to maintain a visual record of web data
- Usage Monitoring — Track your Firecrawl credit usage, remaining limits, and active crawl job statuses in real-time
The Firecrawl MCP Server exposes 6 tools through the Vinkius. Connect it to Cline in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
All 6 Firecrawl tools available for Cline
When Cline connects to Firecrawl through Vinkius, your AI agent gets direct access to every tool listed below — spanning data-extraction, markdown-conversion, rag-pipelines, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.
Stop an ongoing crawl
Check Firecrawl credit usage
Check the status of a crawl job
Discover all URLs on a site
Turn a single URL into clean Markdown
Returns a job ID. Recursively crawl a website
Connect Firecrawl to Cline via MCP
Follow these steps to wire Firecrawl into Cline. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.
Open Cline MCP Settings
Add remote server
Enable the server
Start using Firecrawl
Why Use Cline with the Firecrawl MCP Server
Cline provides unique advantages when paired with Firecrawl through the Model Context Protocol.
Cline operates autonomously. it reads your codebase, plans a strategy, and executes multi-step tasks including MCP tool calls without step-by-step prompts
Runs inside VS Code, so you get MCP tool access alongside your existing extensions, terminal, and version control in a single window
Cline can create, edit, and delete files based on MCP tool responses, enabling end-to-end automation from data retrieval to code generation
Transparent execution: every tool call and file change is shown in Cline's activity log for full visibility and approval before committing
Firecrawl + Cline Use Cases
Practical scenarios where Cline combined with the Firecrawl MCP Server delivers measurable value.
Autonomous feature building: tell Cline to fetch data from Firecrawl and scaffold a complete module with types, handlers, and tests
Codebase refactoring: use Firecrawl tools to validate live data while Cline restructures your code to match updated schemas
Automated testing: Cline fetches real responses from Firecrawl and generates snapshot tests or mocks based on actual payloads
Incident response: query Firecrawl for real-time status and let Cline generate hotfix patches based on the findings
Example Prompts for Firecrawl in Cline
Ready-to-use prompts you can give your Cline agent to start working with Firecrawl immediately.
"Turn 'https://stripe.com/docs/api' into clean Markdown."
"Crawl 'https://docs.firecrawl.dev' recursively with a limit of 10 pages."
"Map all internal links for 'https://github.com/vinkius'."
Troubleshooting Firecrawl MCP Server with Cline
Common issues when connecting Firecrawl to Cline through the Vinkius, and how to resolve them.
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Firecrawl + Cline FAQ
Common questions about integrating Firecrawl MCP Server with Cline.