firecrawl-lite-mcp-server
Rank #6,797glama/ariangibson/firecrawl-lite-mcp-server
Enables privacy-first web scraping and structured data extraction using a local headless browser and your own LLM key. Supports tools for scraping, batch scraping, data extraction with prompts or schemas, and screenshots.
firecrawl-lite-mcp-server is a Model Context Protocol (MCP) server published by ariangibson. It ranks #6,797 of 132,046 servers tracked on MCP Toplist, and its repository has 2 GitHub stars. firecrawl-lite-mcp-server is listed on Glama, with 6 release tags tracked from its GitHub repository. It was first listed on Aug 31, 2025 and most recently updated on Aug 23, 2026.
Ranks ahead of 125,249 of 132,046 servers on MCP Toplist.
Use firecrawl-lite-mcp-server
Requires user-supplied configuration before first use — typically an API key, token or connection string set via environment variables.
This server doesn't publish a machine-readable install config — see the repository README for install instructions.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/glama%2Fariangibson%2Ffirecrawl-lite-mcp-server)<a href="https://mcptoplist.com/server/glama%2Fariangibson%2Ffirecrawl-lite-mcp-server"><img src="https://mcptoplist.com/badge/glama%2Fariangibson%2Ffirecrawl-lite-mcp-server.svg" alt="MCP Toplist: Top 10% of 132,046" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
ariangibson
GitHub releases (6)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v1.4.0 | Aug 23, 2026 |
| v1.4.1 | Aug 23, 2026 |
| v1.5.0 | Aug 23, 2026 |
| v1.3.0 | Jun 16, 2026 |
| v1.2.0 | Jun 16, 2026 |
| v1.0.0 | Aug 31, 2025 |
Frequently asked questions
- Who maintains firecrawl-lite-mcp-server?
- firecrawl-lite-mcp-server is maintained by ariangibson, which publishes 1 MCP server (6 total versions) tracked on MCP Toplist.
- Is firecrawl-lite-mcp-server listed on the Official MCP Registry?
- firecrawl-lite-mcp-server is not on the Official MCP Registry. It is listed on Glama.
- How many versions does firecrawl-lite-mcp-server have?
- No registry surfaces explicit version metadata for firecrawl-lite-mcp-server; MCP Toplist tracks 6 release tags from its GitHub repository, most recently published on Aug 23, 2026.
- Where can I find the source code for firecrawl-lite-mcp-server?
- The source code for firecrawl-lite-mcp-server is hosted at github.com/ariangibson/firecrawl-lite-mcp-server.
Do you run this server?
Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.