Crawl4AIunclecode/crawl4ai
Web crawler that turns sites into LLM-ready MarkdownPersonalEnterpriseRAG & vector DBsDocker / self-hostLibrary / SDK★ 85kApache-2.0commit last week88worth
Open-source alternatives to firecrawl-mcp-server
6 projects in the catalog are in the same category as firecrawl-mcp-server: AI & LLM tooling. They are ranked by how closely their categories, platforms and GitHub topics match, then by worth score. Of these, 3 run with Docker, 3 have a permissive license and 6 had a commit in the last 90 days.
Compare at a glance
| Project | Runs on | Self-host with Docker | License | Stars | Last commit |
|---|---|---|---|---|---|
| firecrawl-mcp-server (this project) | Docker / self-host, CLI | Yes | MIT | 7.5k | |
| Codebase Memory MCP | CLI | Not listed | MIT | 46k | |
| Agent Reach | CLI | Not listed | MIT | 90k | |
| Crawl4AI | Docker / self-host, Library / SDK | Yes | Apache-2.0 | 85k | |
| Firecrawl | Web, Docker / self-host, Library / SDK | Yes | AGPL-3.0 | 188k | |
| Serena | CLI | Not listed | Custom (read before use) | 30k | |
| TrendRadar | Web, Docker / self-host, CLI | Yes | GPL-3.0 | 63k |
Self-hosted Docker apps (3)
Firecrawlfirecrawl/firecrawl
Web data API that turns sites into LLM-ready dataPersonalEnterpriseRAG & vector DBsWebDocker / self-hostLibrary / SDK★ 188kAGPL-3.0commit yesterday77worth
TrendRadarsansan0/TrendRadar
AI-driven public opinion monitor and multi-platform trend aggregatorPersonalAI & LLM toolingMCP serversData & analyticsWebDocker / self-host★ 63kGPL-3.0commit 3 weeks agolive demo67worth
Command-line tools (3)
Codebase Memory MCPDeusData/codebase-memory-mcp
Code intelligence MCP server with a knowledge graphPersonalEnterpriseMCP serversCoding assistantsCLI★ 46kMITcommit 2 days ago82worth
Agent ReachPanniantong/Agent-Reach
Let AI agents read and search social platforms and the webPersonalAgents & frameworksMCP serversCLI★ 90kMITcommit 3 weeks ago76worth
Serenaoraios/serena
Semantic coding toolkit for agentsPersonalEnterpriseMCP serversCoding assistantsCLI★ 30kcommit 4 days ago76worth