Firecrawl MCP Server
mendableai/firecrawl-mcp-server
A Model Context Protocol (MCP) server that brings Firecrawl to MCP-compatible AI agents — search, scrape, and interact with the live web for clean, agent-ready context.
Research & Data · Knowledge Management
Langextract MCP
larsenweigle/langextract-mcp
A FastMCP server for Google's langextract library. This server enables AI assistants like Claude Code to extract structured information from unstructured text using Large Language Models through a MCP interface.
Install
Environment variables
LANGEXTRACT_API_KEY- Author
- @larsenweigle
- Category
- Research & Data, Knowledge Management
- Updated
- Oct 6, 2026
About Langextract MCP
LangExtract is a Python library that uses LLMs to extract structured information from text documents while maintaining precise source grounding. This MCP server exposes langextract's capabilities through the Model Context Protocol. The server includes intelligent caching, persistent connections, and server-side credential management to provide optimal performance in long-running environments like Claude Code.
Tools (4)
extract_from_text
Extract structured information from provided text
extract_from_url
Extract information from web content
save_extraction_results
Save results to JSONL format
generate_visualization
Create interactive HTML visualizations
Details on this page are taken from the project's README. Open README
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