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
    • Spicrawl MCP Server by Spicrawl

      Spicrawl MCP Serverofficial

      Spicrawl
      A
      license
      A
      quality
      B
      maintenance
      Enables AI agents in Claude Code, Claude Desktop, Cursor, VS Code, Windsurf, Gemini CLI and Codex to scrape web pages into Markdown, text, HTML, JSON or PDF, extract structured data with selectors or autoparse, capture screenshots and PDFs the model can see, drive pages with typed browser actions, keep logged-in persistent browser sessions, and batch-scrape thousands of URLs as async jobs. It also exposes usage, request-log and documentation tools so agents can check costs, diagnose failures and look up parameters without leaving the chat.
      25
      Apache 2.0

    • localmcp

      NETWORK101
      A
      license
      Not graded
      quality
      B
      maintenance
      Enables AI agents to read any web page — including pages behind a signed-in session, localhost, and JavaScript-heavy sites — as clean, focus-ranked, token-budgeted markdown using a real browser running locally, with no cloud relay or API key. Also supports structured extraction, link listing, screenshots, and policy-gated interaction.
      1
      MIT

    • 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.
      24 npm
      6
      MIT
    Deploy Server
    Give agents eyes on the webHosted screenshot MCP. Send a URL, get a pixel-perfect image. $0.002 per grab. Works with Claude, Cursor, and Codex.grabbit.liveAd

    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

    ActivitySlowing
    ResponsivenessNo issues

    Resources