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116,719 servers. Updated
20 Best AWS MCP Servers: compared and ranked, November 2026Ranked from 838 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables creating AWS cost estimates through natural language, generating shareable calculator.aws links, and retrieving actual calculated costs via headless Chrome, without requiring AWS credentials.
    152 npm
    8
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables users to query every open job from companies' own ATS boards by domain or board URL, with filters for title, location, department, recency, remote status, and new postings, returning one row per job plus company-level status and optional descriptions.
    1
    240 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    An MCP server that lets AI assistants look up any advertiser's Google ads. Search by domain or company name, retrieve ad creatives, and decode text ad content from Google's Ads Transparency Center.
    8
    292 PyPI
    14
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables MCP clients to retrieve job postings published since a chosen date or time window from Ashby, Greenhouse, Lever, and SmartRecruiters boards, returning details such as title, location, department, compensation, and URL.
    50 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI assistants to audit and analyze LinkedIn Campaign Manager accounts, campaigns, targeting, creatives, performance, and audience demographics without requiring a LinkedIn Developer App.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables searching live job postings pulled directly from 10 applicant-tracking-system APIs — including Greenhouse, Lever, Ashby, Workday, Personio, Recruitee, Teamtailor, Workable, SmartRecruiters and Breezy HR — using just a company website, domain or ATS handle, with filters for keywords, location, remote work and posting date. Also supports multi-company lookups, ATS detection, and stateless "only new since last call" monitoring for scheduled agents.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    A production-ready suite of Model Context Protocol servers enabling AI agents to access AWS resources, perform SQLite database operations, and scrape web pages through natural language.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI assistants to look up which Google ads a competitor is running by domain, advertiser ID, Transparency Center link, or exact advertiser name, returning each ad's status, dates, days shown, and link with optional country and status filters.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables users to discover applicant tracking system job boards from company domains, list open roles, detect hiring changes over time, and generate hiring summaries across multiple ATS platforms.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to search live job listings across Greenhouse, Lever, Workday, Ashby, SmartRecruiters, Workable, Cornerstone, and Deel from a single remote endpoint, with filters for titles, location, work type, posting date, and companies.
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    Automates ATS resume scanning via Jobscan, enabling AI to iteratively scan, analyze gaps, optimize, and rescan resumes against job descriptions to improve match rates.
    3
    -
  • 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
    D
    maintenance
    Fetches web pages and converts them to clean, readable markdown format by extracting main content while removing navigation, ads, and other non-essential elements to minimize token usage.
    4
    -
  • A
    license
    A
    quality
    B
    maintenance
    Enables users to look up any company's Google advertising by domain or verified advertiser name, returning one row per ad with its format, first and last shown dates, creative link, and Transparency Center permalink. Also returns a per-company summary stating whether the advertiser runs Google ads, roughly how many, and in which formats, with unfiltered by region, format, recency, or ad count.
    1
    63 npm
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Pull open jobs from Workday, Greenhouse, Lever and Ashby career sites as normalized JSON with one tool call. Change tracking returns only jobs added, edited or closed since the previous run. Calls the hosted Apify Actor: set APIFY_TOKEN; tool calls are billed pay-per-event on Apify. No browser, login or proxy.
    1
    MIT
  • F
    license
    A
    quality
    D
    maintenance
    An MCP (Model Context Protocol) server that gives AI agents live, structured ad intelligence across Facebook, Google, and Instagram — data that no base model can produce from training alone. Powered by Apify actors. Works with any MCP-compatible client: Cursor, Claude, etc.
    11
    -
  • A
    license
    A
    quality
    C
    maintenance
    Exposes two tools, fetch_page and extract_from_html, so agents can retrieve web pages as markdown or plain text without ever launching a separate install step. Fetching escalates cheapest-first (HTTP requests, identity switching, JSON-LD/JS-state/AMP/feed extraction, then optional headless browser) and always returns a machine-readable reason such as captcha, login wall, or paywall when a page cannot be read.
    2
    1
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables searching and scraping the public Facebook Ad Library to extract structured ad data such as advertiser, copy, landing URLs, and CTAs for competitive research, all without an account or API token.
    MIT