Skip to main content
Glama
91,222 servers. Updated
20 Best PostgreSQL MCP Servers: compared and ranked, September 2026Ranked from 1,237 matching servers on stars, growth, downloads and maintenance. Updated .

Matching MCP tools:

Matching MCP Connectors:

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

GET /v1/servers – MCP directory API reference
  • A
    license
    Not graded
    quality
    A
    maintenance
    MCP server for Google Search Console API that enables querying search analytics, managing sites, inspecting URLs, and supporting domain delegation via service accounts.
    16 PyPI
    MIT
  • A
    license
    Not graded
    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.
    10 npm
    MIT
  • A
    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
  • A
    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
    license
    A
    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.
    7
    4
    74 npm
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    Enables MCP clients to authorize Alibaba.com sellers via OAuth 2.0 and then publish or update B2B product listings from minimal briefs or full manifests, uploading local images/videos to the photo bank, generating AI-written product details and per-platform social posts, and tracking token usage with USD cost estimates.
    21
    MIT
  • A
    license
    Not graded
    quality
    C
    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
    license
    Not graded
    quality
    A
    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
  • A
    license
    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
  • A
    license
    Not graded
    quality
    D
    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
    A
    quality
    A
    maintenance
    Tracks buying and momentum signals for companies, such as funding rounds, senior hires, office openings, customer wins, and partnerships, with each event carrying its date.
    10
    11 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables keyword analysis and search volume data through the Marketing Miner API, connecting marketing intelligence tools to AI assistants like Cursor, Claude, and Windsurf.
    5
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Generate AI UGC videos for your app from any MCP client: create an AI influencer, make her photo, turn it into a talking 5 or 10 second video, add your app screen recording and a hook line, download the file. Needs a ClipUGC API key.
    4
    11
    45 npm
    1
    MIT