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82,840 servers. Updated
20 Best PostgreSQL MCP Servers: compared and ranked, September 2026Ranked from 1,109 matching servers on stars, growth, downloads and maintenance. Updated .

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"Databases or database systems written in Python, like Postgres" matching MCP servers:

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  • A
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    maintenance
    MCP server for Google Search Console API that enables querying search analytics, managing sites, inspecting URLs, and supporting domain delegation via service accounts.
    MIT
  • A
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    quality
    A
    maintenance
    Local MCP server that integrates with VK Ads API and Core VK API, providing 128 tools for managing ad campaigns, audiences, creatives, statistics, and analyzing VK communities.
    2
    MIT
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    license
    A
    quality
    A
    maintenance
    Real-time Amazon Sponsored Products (SP) ad placements, keyword tracking, and comprehensive review data for AI Agents. Enables LLMs to autonomously conduct competitor ad audits, consumer sentiment analysis (VOC), and product optimization.
    19
    6
    MIT
  • A
    license
    A
    quality
    F
    maintenance
    Enables interaction with Instantly.ai email outreach platform through 31 tools across accounts, campaigns, leads, emails, and analytics. Supports both local and remote deployment with multi-tenant authentication.
    27
    MIT
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    license
    A
    quality
    D
    maintenance
    Enables AI assistants to manage campaigns, users, backlinks, keywords, and SEO rankings through natural language using the AgencyAnalytics API.
    20
    1
    MIT
  • A
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    quality
    A
    maintenance
    An MCP server that generates professional design artifacts (HTML, PDF, PPTX) in seconds, powered by 150 design systems and 270+ skills.
    1
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Enables querying and analyzing marketing data from Google Analytics 4, Search Console, YouTube, and optionally Google Ads and Meta Ads, stored in a unified DuckDB database, via natural language in Claude.
    MIT
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    Not graded
    quality
    C
    maintenance
    Self-hosted Google Search Console MCP server deployable to Cloudflare Workers in 15 minutes. Enables querying GSC data (sites, search analytics, URL inspection, sitemaps) via natural language through MCP-capable clients like ChatGPT or Claude.
    MIT
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    quality
    C
    maintenance
    Generates AI-written personalized cold email opening lines from a prospect's website, with free preview for up to 3 prospects and paid batch processing for up to 500.
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Art-directed website prompts delivered as slash commands in Claude Code, Claude Desktop and Cursor: hero sections, landing pages, SaaS, portfolio, e-commerce and 3D/WebGL scenes. Each build is registered as a real MCP prompt and written natively for the tool you are in (Lovable, Bolt, Cursor or Claude), with a live demo you can scroll before spending a token.
    484
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Provides AI-visibility scoring and site auditing capabilities for websites, enabling agents to check how sites appear in AI engines like ChatGPT and Perplexity, run full SEO/security audits, and monitor changes over time.
    15
    405
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables drafting, scheduling, and publishing social posts on Vibe Marketing workspace through chat in Claude Code, Claude Desktop, or Cursor.
    14
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    MCP server for design kits and brand workflows. Coding agents can browse and apply design systems, create brand projects, and research names, domains, and EUIPO marks.
    61
    100
    MIT