Skip to main content
Glama
82,924 servers. Updated

Matching MCP tools:

Matching MCP Connectors:

"Collaborative Communication Between AI Systems" matching MCP servers:

GET /v1/servers — MCP directory API reference

  • robotstxt-ai-mcp

    sharozdawa
    A
    license
    A
    quality
    C
    maintenance
    Analyze and generate robots.txt files with AI crawler awareness. Fetch any site's robots.txt, detect which AI bots (GPTBot, ClaudeBot, PerplexityBot, Google-Extended) are blocked or allowed, and generate optimized robots.txt with toggle controls for 20+ AI crawlers.
    5
    1
    MIT

  • ai-browser

    void-builder-1
    A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to fully control a terminal browser via MCP, navigating pages, filling forms, logging in, and managing cookies with deterministic numbered links and forms. Also provides an interactive human CLI.
    MIT

  • SlimAtlas AI

    hasindu-madushan
    A
    license
    Not graded
    quality
    B
    maintenance
    An MCP server for lightweight browser automation using Lightpanda with Chrome fallback, providing LLM-optimized accessibility tree snapshots for precise element targeting.
    1
    MIT

  • ai-first-scraper-mcp

    yubinkim444
    A
    license
    A
    quality
    C
    maintenance
    Ad-free web scraping and search exposed as 3 MCP tools. fetch_page, fetch_pages_batch, search_web. Works with Claude Desktop, Cursor, Cline.
    3
    2
    MIT

  • AI Tooling Detector MCP Server

    mambalabsdev
    A
    license
    A
    quality
    C
    maintenance
    Enables AI clients to analyze any company domain and determine its AI maturity tier (commercialized, deployed, declared, or none) with supporting evidence, via a single tool backed by an Apify actor.
    1
    158
    MIT

  • ai-search-mcp

    zhulingyu666
    A
    license
    A
    quality
    C
    maintenance
    Provides agent-friendly web search via MCP with zero-config free engines, region-aware failover, freshness filtering, and a one-call research tool that searches, fetches, and summarizes pages.
    3
    484
    2
    MIT

  • ai-visibility-mcp

    tsushanth
    A
    license
    A
    quality
    C
    maintenance
    Checks a website's robots.txt and Cloudflare settings to identify AI crawler blocking. Also generates llms.txt content to improve visibility to AI answer engines.
    3
    50
    MIT

  • bocha-ai-search

    yoko19191
    A
    license
    A
    quality
    D
    maintenance
    Enables web search on Chinese internet content using Bocha AI, returning results as Markdown or JSON with configurable freshness and summary options.
    1
    6
    MIT
  • Jina AI Remote MCP Server by jina-ai

    Jina AI Remote MCP Serverofficial

    jina-ai
    A
    license
    A
    quality
    C
    maintenance
    Enables web content extraction, screenshot capture, web search, arXiv paper search, and image search through Jina AI's APIs. Provides tools for reading URLs as markdown, searching the web for current information, and finding academic papers or images.
    19
    840
    Apache 2.0

  • ai-visibility-mcp

    draltaway
    A
    license
    A
    quality
    C
    maintenance
    Enables AI assistants to check how discoverable a website is to AI search engines and assistants by inspecting signals like crawler access, llms.txt, structured data, and on-page metadata, and returning a 0-100 visibility score.
    1
    MIT

  • maxaeo-ai-visibility-mcp

    maxaeo
    A
    license
    A
    quality
    A
    maintenance
    Enables AI agents to check whether a public website is crawlable, understandable, and ready for AI search workflows through local-only audits of robots.txt, sitemaps, metadata, and llms.txt.
    3
    250
    1
    MIT