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120,219 servers. Updated
20 Best AWS MCP Servers: compared and ranked, November 2026Ranked from 845 matching servers on stars, growth, downloads and maintenance. Updated .

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    Read-only AWS account audit: finds public S3 buckets, missing root and user MFA, unused access keys, world-open security groups, CloudTrail gaps, and forgotten EC2/EBS/RDS spend across every region. Only makes Describe/List/Get calls and runs locally with your own AWS credentials.
    7
    MIT
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    quality
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    Scans diffs, files, and snippets for leaked secrets like AWS keys, GitHub tokens, and private keys, returning redacted findings while running fully locally without network calls.
    1
    MIT
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    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
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    Enables MCP-compatible AI clients to retrieve FinOps-aligned knowledge and runbooks on demand, covering cloud cost optimization across AWS, Azure, GCP, and OCI, AI inference economics, Kubernetes, data platforms, allocation, chargeback, anomaly management, and waste detection.
    7
    71
    CC BY-SA 4.0
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    An unofficial, read-only MCP server for Mercury business banking. It holds one read-only API token per organization, so a single AI session can work across several Mercury organizations; Mercury's own connector binds one organization per connection.
    24
    33 PyPI
    MIT
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    MCP server that enables natural-language interaction with the Avito Ads advertising API, including campaign, ad group, and creative management, statistics retrieval, fund transfers, and ORD paperwork filing.
    26
    142 npm
    1
    MIT
  • A
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    Enables reading and writing Reddit Ads campaigns, ad groups, ads, and performance reports with tiered safety controls, using the Reddit Ads API v3.
    30
    84 npm
    1
    MIT
  • A
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    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
    490 npm
    MIT
  • A
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    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
  • A
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    Lets Claude Code, Cursor, VS Code and other AI agents draw and edit draw.io diagrams from your project's files, on a live browser canvas you can also edit by hand. Includes version history, undo, cloud shape libraries (AWS, Azure, GCP) and PNG or SVG export.
    4
    16
    47 npm
    36,901
    Apache 2.0
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    Explains cron expressions in plain English, checks them for errors and gotchas, lists next run times in any time zone, and converts between Unix cron, GitHub Actions, Kubernetes, AWS EventBridge, Quartz and Spring dialects.
    3
    1
    MIT
  • A
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    Enables searching and analyzing LinkedIn's public ad library for any company, including ad creatives, targeting, and competitive insights. Supports image and video analysis, company comparisons, and detailed ad lookups via natural language.
    7
    13 npm
    3
    MIT
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    Enables AI assistants to identify and quantify value leaks in organizations using Melt's methodology, providing structured estimates instead of generic vendor lists.
    3
    104 npm
    MIT
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    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.
    1
    MIT
  • A
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    quality
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    A Model Context Protocol server that integrates with Nutrient Document Web Service, allowing AI assistants to perform advanced PDF operations including digital signing, document generation, editing, OCR, watermarking, and redaction.
    7
    138 npm
    71
    MIT
  • A
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    MCP server for Walmart Connect Ads APIs, enabling AI agents to execute any Sponsored Search or Display API endpoint with automatic RSA-SHA256 signing and download display snapshots.
    5
    2
    MIT
  • A
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    MCP server for VK Ads API: manage ad plans, ad groups, banners, and statistics.
    23
    273 npm
    12
    MIT
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    Enables MCP clients like Claude and Cursor to solve CAPTCHA and anti-bot challenges — Turnstile, DataDome, Akamai, PerimeterX, Imperva, AWS WAF, FunCaptcha and image OCR — through a single API. Returns tokens, clearance cookies or recognized text, with task creation, polling, cancellation, balance and price lookups.
    8
    MIT
  • A
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    SBIS (Saby) API for AI assistants: documents and their workflow stages, electronic signature, certificates, employees and organizations. 45 methods, each with a read/write/destructive safety class.
    18
    48 PyPI
    6
    MIT
  • A
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    Read-only MCP server for cloudpin, which pins cloud accounts (Azure, AWS, gcloud, Vercel, GitHub, Kubernetes, Supabase, Cloudflare) to a repository. Its tools tell an agent which account each CLI is using and whether a command would run on the pinned one, before it acts.
    4
    629 npm
    1
    MIT
  • A
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    x402 Ads lets AI agents buy and verify ad placements with per-request USDC payments. Agents can discover inventory, submit campaign context, receive structured placement options, and pay through x402 without API keys or accounts. Built for autonomous promotion, attribution, and pay-per-action agent commerce.
    7
    349 npm
    1
    MIT
  • A
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    Enables AI assistants to search and retrieve New York City Charter, Administrative Code, and Rules content by keyword, citation, chapter, or title, and to check the currency date of each document.
    5
    943 npm
    10
    MIT
  • A
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    Least-privilege compiler and MCP gateway for AI agents: run your agent in record-only mode, compile the smallest policy it actually needs from its real tool calls, enforce it at the gateway (deny > approve > allow), and keep a SHA-256 hash-chained audit of every call that verifies offline.
    14
    192 npm
    1
    Apache 2.0
  • A
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    A
    quality
    A
    maintenance
    MCP server for structured Australian macroeconomic and financial data from the Australian Bureau of Statistics (ABS), the Reserve Bank of Australia (RBA), and the Australian Prudential Regulation Authority (APRA).
    14
    89 PyPI
    5
    MIT
  • A
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    Lets an AI assistant scan a user's own AWS account with read-only credentials for wasted resources and estimated monthly savings, then list, explain and get review-only fix guidance for each finding. Runs locally; nothing is sent to CloudWise unless you choose to share a summary. Apache-2.0.
    4
    415 PyPI
    1
    Apache 2.0
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    Connects AI assistants to OpenTelemetry trace backends (Jaeger, Grafana Tempo, Traceloop, Datadog, Sentry, AWS X-Ray, New Relic and Honeycomb) for natural-language trace and span search, error triage, cross-backend correlation, and LLM analytics such as token usage, model performance and the most expensive or slowest traces.
    19
    56 PyPI
    1
    Apache 2.0
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    Enables AI agents to administer GitHub Enterprise (Cloud & Server) — organizations, members, teams, repositories, rulesets, security alerts, and Actions — through guarded MCP tools that are read-only, org-scoped, audited, and human-confirmed by default. It also ships an opinionated security-posture baseline that scores a live organization and can apply hardening fixes.
    23
    457 npm
    MIT
  • A
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    Meta (Facebook/Instagram) Ads MCP server for ad performance reporting, audience analysis, and competitor ad research.
    41
    MIT