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117,443 servers. Updated
20 Best Kubernetes MCP Servers: compared and ranked, November 2026Ranked from 454 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables AI agents to drive interactive browser sessions and reviewed backend operations (HTTP, PostgreSQL, Kafka, S3, Kubernetes) with typed inputs, execution limits, and shared evidence journals for assessing application behavior.
    3
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Fetches web pages from HTTP/HTTPS URLs and converts them to Markdown format. Supports both SSE and Stdio protocols for web deployments, Kubernetes environments, and desktop clients.
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables snapshot-driven browser automation through a stdio MCP interface: navigate pages, capture accessibility snapshots, and act on elements by snapshot references, including clicking, typing, filling forms, managing tabs, and reading console or network activity.
    293 npm
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    Enables debate search and citation functionality through web search, Wikipedia, arXiv, and AWS documentation APIs. Designed to power debate features with comprehensive research and citation tools via MCP protocol.
    -
  • F
    license
    Not graded
    quality
    C
    maintenance
    A self-hosted RSS reader MCP server that manages RSS subscriptions and fetches live feed content, deployable on AWS.
    -
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables an AI agent on a VPS to remotely control a laptop's Chrome browser through a companion extension, managing tabs, navigating pages, and interacting with website content via MCP tools.
    -
  • A
    license
    A
    quality
    A
    maintenance
    Enables AI agents to check a list of websites by running an Apify Actor through one tool, returning per-site tech stack, on-page SEO issues and score, robots.txt rules for AI crawlers, sitemap, llms.txt presence, and an AI-readiness score. Supports local stdio operation with an Apify token for tool calls.
    8
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Provides an MCP server that enables web search and page extraction across multiple providers with automatic failover and quota rotation, plus a local dashboard for managing keys, engine order, and request history.
    5
    365 npm
    1
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI coding assistants to debug and analyze JavaScript in web pages by managing scripts, breakpoints, network and WebSocket traffic, browser state, and local file inputs/outputs for continuous reverse-engineering workflows.
    24
    1,223 npm
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    Classifies company sites as B2B or B2C and as SaaS, online store, agency, manufacturer, wholesaler, distributor, or marketplace, while matching your own buyer phrases and returning the quoted text and page as evidence. Runs deterministically on Apify, giving one row per domain with grace-free status rows for unreachable, blocked, or empty sites.
    1
    277 npm
    MIT
  • F
    license
    A
    quality
    B
    maintenance
    Lets Claude read your Juicebox saved searches and scored candidate results using your own logged-in session, entirely on your machine.
    4
    -
  • A
    license
    A
    quality
    A
    maintenance
    Job-search agent for any field: finds jobs that match your settings, applies on employer sites through your own AI app (Claude Code, Claude Desktop, Cursor, VS Code), tracks every application in a local dashboard, and checks Gmail for replies. Your data stays on your computer; duplicate checks, submit throttling, and a truthfulness check on cover letters are enforced by the tools. Free.
    18
    4
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Screen-reader navigation cost analyzer. Measures how hard it is for assistive-technology users to discover, reach, and operate interactive targets on the web.
    9
    38 npm
    1
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    MCP server that enables AI agents to fetch web content as clean, structured Markdown via NanoParse's hosted API, using x402 micropayments in USDC on Base.
    1
    31 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Claude thinks, your GPU reads. A local sub-agent on your own GPU that takes the token-heavy work off Claude Code and Codex: browsing in your logged-in Chrome, reading many pages, and coding in your repo, from reading the codebase to fixing it on a new branch until your tests pass. Only the answer and its sources come back.
    3
    3
    Apache 2.0
  • A
    license
    A
    quality
    C
    maintenance
    Enables any MCP-compatible AI coding client such as Claude Code, Codex, or Cursor to run web searches and fetch pages as Markdown through a self-built search engine, with per-day and per-month spend caps, prompt-injection fencing on retrieved content, and local usage/cost reporting. Search results can be filtered by site, language, and date, and repeated page fetches within a short window are not billed twice.
    3
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables lightweight web search discovery and on-demand extraction of cleaned page text from supplied URLs, returning snippets, headings, links, and saved full text for longer pages.
    2
    BSD 3-Clause