Skip to main content
Glama
ariangibson

firecrawl-lite-mcp-server

by ariangibson
OverviewSchemaSourceRelated ServersDiscussionsAdmin
TypeScript
Hybrid

Related Servers

Alternatives to firecrawl-lite-mcp-server

No user-submitted related servers found.

    Related Servers

    • Web Scraper MCP

      Prog-up
      A
      license
      A
      quality
      B
      maintenance
      Provides an LLM client with self-hosted web scraping capabilities including scraping, crawling, mapping, searching, structured data extraction, browser interaction, and deep research, without reliance on paid proxy or CAPTCHA services.
      4
      GPL 3.0

    • Low Cost Browsing MCP Server

      lcbro
      A
      license
      Not graded
      quality
      D
      maintenance
      Enables browser automation, web content extraction, and LLM-powered data transformation using Playwright. Supports session management, authentication flows, and works with local LLMs (Ollama, JAN AI) or external providers to clean and structure extracted web data.
      10 npm
      6
      MIT

    • MCP CDP Scraper

      AMEOBIUS-space
      A
      license
      Not graded
      quality
      C
      maintenance
      Enables AI agents to scrape web pages, fill forms, take screenshots, and extract structured data via Chrome DevTools Protocol with zero external dependencies.
      MIT

    • Universal Web Data Extraction

      Barath2812
      F
      license
      Not graded
      quality
      D
      maintenance
      Enables LLMs to extract content from websites using automated static and dynamic scraping engines with built-in anti-bot protections. It provides tools for web data retrieval and stores results in MongoDB with support for JSON and CSV exports.
      -
    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    B3.4/5.0

    Scored across 5 tools

    Disambiguation4/5

    Most tools have clearly distinct purposes: scraping, batch scraping, LLM extraction, schema-based extraction, and screenshots. The only potential confusion is between extract_data and extract_with_schema, but their descriptions make the distinction clear.

    Naming Consistency4/5

    All names use lowercase with underscores and mostly follow a verb-first pattern (scrape_page, batch_scrape, extract_data, extract_with_schema). 'screenshot' breaks the verb_noun pattern but is still a familiar, predictable command.

    Tool Count5/5

    Five tools is well-scoped for a 'lite' server: it covers single scraping, batch scraping, two flavors of structured extraction, and screenshots. Each tool earns its place without redundancy or bloat.

    Completeness4/5

    The core web data collection lifecycle is covered: raw content extraction, batch processing, structured extraction, and visual capture. Missing crawls or search features, but those are likely intentionally excluded from a lite server.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources