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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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    Wallet-funded MCP client for six paid Utilia tools: Solana priority fees, transaction diagnosis and simulation, token-risk checks, PDF-to-Markdown, and audio normalization over x402. MIT-licensed and installable from npm.
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    73 npm
    MIT
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    An MCP server that parses Douyin share links and performs intelligent content analysis using the Doubao video understanding model. It provides structured outputs including video summaries, categorized outlines, and step-by-step tutorial information.
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    MIT
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    Enables comprehensive video file analysis including extracting metadata, stream information, bitrate calculations, and generating technical reports. Supports all FFmpeg-compatible video formats with output in JSON, text, or Markdown formats.
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    Enables AI-powered YouTube video analysis including transcript management, video summaries, chapter generation, keyword extraction, and playback control. Supports searching videos, retrieving channel/playlist information, and translating transcripts using Google Gemini AI.
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    MIT
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    A powerful MCP tool for parsing and manipulating MIDI files that allows users to read, analyze, and modify MIDI files through natural language commands, supporting operations like reading file information, modifying tracks, adding notes, and setting tempo.
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    48 npm
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    MIT
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    Enables searching and downloading audio samples from Freesound using keywords, filters, and sound IDs. It provides detailed sound metadata including duration, license information, and preview URLs.
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    24 npm
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    MIT
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    Image Tools MCP is a Model Context Protocol (MCP) service that retrieves image dimensions and compresses images from URLs and local files using the TinyPNG API. It supports converting images to formats like webp, jpeg/jpg, and png, providing detailed information on width, height, type, and compressi
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    23 npm
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    MIT
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    Enables controlling Adobe After Effects through a bridge panel to automate compositions, layers, effects, presets, keyframing, markers, audio analysis, and Lottie/dotLottie compilation with interactive state machines. It supports expression baking, vector export, and dotLottie packaging workflows.
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    195 npm
    MIT
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    Connects LLMs and agentic assistants directly to an active Adobe After Effects session on Windows, enabling composition inspection, parametric motion graphics, keyframe injection, vector masks, audio beat analysis, and automated rotoscoping.
    MIT
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    Transforms YouTube videos into LLM-ready knowledge bases through transcription, semantic chunking, and vector embedding services. It provides 12 specialized MCP tools for video processing, semantic search, and SEO intelligence analysis.
    MIT
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    Enables AI models to convert NotebookLM PDF exports into high-quality PowerPoint presentations with automatic watermark removal and vector graphics preservation. It provides automated tools for slide conversion, metadata management, and document processing via the Model Context Protocol.
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    MIT
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    Enables an assistant to turn any video ffmpeg can read into a text transcript by extracting the audio, splitting it on silence, and transcribing each piece on-device through utt. Exposes tools to start a transcription job with optional hints and timestamps, and to poll for a transcript that is still being worked on.
    11 npm
    MIT
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    Enables Claude to edit audio on Windows using the audio engine of the locally installed Audacity 4, covering splitting, trimming, converting, resampling, mixing, joining, inspecting, and chaining effects on files. It also installs an in-app Audacity 4 extension that adds export, split, import, and labeling actions directly to the editor's menus.
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    Provides access to the fal-ai/recraft/v3 image generation model for creating high-quality images with advanced style controls including realistic, digital illustration, and vector art styles, plus color guidance and local image download capabilities.
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    Forwards Instagram reels to Claude with timestamped transcripts and video frames, enabling Claude to watch, research, and build based on shared content.
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    MIT
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    Provides comprehensive access to Blue Archive game data including students, equipment, stages, and multimedia content via the SchaleDB API. It enables AI assistants to perform advanced searches and retrieve detailed game information in English, Japanese, and Chinese.
    9 npm
    MIT
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    Brode.io - Convert any image into machine embroidery files (DST, PES, JEF, VP3, EXP, U01, XXX) or vector graphics (SVG, PDF, EPS, DXF) — hosted remote server with a free tier, by the maker of the Brode web app.
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    A composition-focused server built on music21 for generative music workflows, enabling melody generation, musical transformations, chord reharmonization, counterpoint creation, and MIDI export through constraint-based algorithmic composition tools.
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    MIT