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20 Best PostgreSQL MCP Servers: compared and ranked, November 2026Ranked from 1,584 matching servers on stars, growth, downloads and maintenance. Updated .

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    Enables finding information online, reading web pages, finding images, capturing screenshots, and performing multi-source research with per-answer confidence.
    5
    AGPL 3.0
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    Search public Japanese articles about mamakatsu on Mama Rich. Returns article titles, descriptions, and source URLs. No API key required.
    1
    52 npm
    MIT
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    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
    -
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    Enables AI agents to search for information and files in the UTN virtual classroom (aula virtual) by logging in with institutional credentials. Currently exposes tools to list courses and retrieve site information, with more planned.
    13
    602 npm
    11
    ISC
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    Extracts any Instagram post, reel, or multi-slide carousel and converts captions, OCR text, and metadata into structured screener filters such as PER, PBV, ROE, RSI, and volume for reusable IG-to-screener workflows.
    1
    4
    MIT
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    A Model Context Protocol (MCP) server that provides tools for searching and fetching information from Hacker News.
    4
    76
    MIT
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    Search for Airbnb listings and get detailed information about specific properties. Effortlessly plan your next trip with structured data and no API key required, while respecting Airbnb's guidelines.
    2
    3,188 npm
    556
    MIT
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    Lets an MCP client read allowlisted pages from the LiveSwapFace website, retrieve its official links, and estimate credits for a planned browser session using rates fetched at call time. It is read-only and never performs face swaps, signs in, uploads media, or touches a private API.
    3
    MIT
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    Enables AI assistants to search and compare Korean PC parts prices from Danawa and Compuzone, build assembly estimates with automatic compatibility checks, and track price history.
    11
    28 npm
    12
    MIT
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    Enables querying clinical trial information from the Chinese Clinical Trial Registry (ChiCTR) by searching trials with keywords, registration numbers, or years, and retrieving detailed trial information.
    4
    59 npm
    5
    Apache 2.0
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    A powerful MCP server that enables parallel Google searching with multiple keywords simultaneously, providing structured results while handling CAPTCHAs and simulating user browsing patterns.
    1
    68 npm
    272
    MIT
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    Provides AI coding agents with a live web search tool that returns extracted, answer-ready text from web pages. Enables real-time information retrieval without any local installation or maintenance.
    5 npm
    MIT
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    Enables AI assistants to query BuiltWith's technology detection data directly, supporting natural language questions about website technologies.
    26 npm
    43
    MIT
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    Enables full-text search of Arquivo.pt's Portuguese web archive to find captured pages by phrase, retrieve the extracted text of a specific capture, and list every preserved version of a URL.
    310 npm
    MIT
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    Enables batch validation of public t.me links without a Telegram account or API key, reporting whether chats exist, group versus channel type, member counts, and current online users. It also provides a curated demo sample of Russian B2B marketplace chats and details about accessing the full chat base.
    MIT
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    Enables searching Vinted marketplaces for second-hand listings and reading detailed item information, read-only, without buying or contacting sellers.
    1
    MIT
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    A browser automation MCP server providing 30 tools for navigation, interaction, page information, state checks, tab management, and more, enabling natural language control of browsers via MCP-compatible clients.
    MIT
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    Crawl4AI MCP Server is an intelligent information retrieval server offering robust search capabilities and LLM-optimized web content understanding, utilizing multi-engine search and intelligent content extraction to efficiently gather and comprehend internet information.
    155
    MIT
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    MCP server giving AI agents controlled residential-proxy web access with optional browser rendering and structured extraction from 60+ sites.
    26 PyPI
    1
    MIT