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20 Best Vector Database MCP Servers: compared and ranked, November 2026Ranked from 1,822 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
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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.
    36
    185 npm
    MIT
  • A
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    B
    maintenance
    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
  • A
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    C
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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
  • A
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    D
    maintenance
    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.
    17
    MIT
  • A
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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.
    1
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  • F
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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
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    B
    quality
    B
    maintenance
    Enables MCP clients to open, read, edit, verify, and save Aegisub/ASS subtitle documents, covering event lines, styles, timing and QC, karaoke, override tags, vector drawings, clipping, and font metrics. Includes a libass-backed verification layer and byte-faithful round-trips, served over stdio or streamable HTTP.
    121
    1
    MIT
  • A
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    B
    maintenance
    Enables agents to conjure individual sounds by semantic text search over a CLAP-embedded audio database and render them into stereo, 5.1, or 7.1.4 spatial mixes, with tools for summing mixes, analyzing a mix's sounds and spatial balance, and mimicking existing mixes. Documentation resources are exposed so the client can read usage guides on demand.
    MIT