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116,601 servers. Updated
20 Best Image Generation MCP Servers: compared and ranked, November 2026Ranked from 998 matching servers on stars, growth, downloads and maintenance. Updated .

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    Enables interactive access to JAXA's satellite observation data (precipitation, land surface temperature, NDVI, elevation, soil moisture) via Claude, providing tools for point time series, dataset information, and area image generation.
    4
    MIT
  • A
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    Not graded
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    AI data research & report generation — market data, KOL lists, bidding summaries, company insights, hiring signals via the ShuLan data platform.
    17 npm
    MIT
  • A
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    A
    maintenance
    Enables literature search, local Zotero reading, PDF parsing, citation tools, materials data, and scientific image generation for coding agents through a local Python MCP server.
    57 npm
    58 PyPI
    6
    MIT
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    B
    maintenance
    MCP server providing engineering leadership benchmarks, partnership business case generation, and community launch readiness checks using real data from the Engineering Leaders Community.
    MIT
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    Enables AI assistants to automate sales prospecting by finding contacts by role and industry, enriching data with emails and tech stacks, scoring against ideal customer profiles, and generating personalized outreach sequences. Streamlines lead generation and sales engagement workflows through integrated research and sequence generation tools.
    MIT
  • A
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    C
    maintenance
    MCP server for computational color science, offering 32 tools for spectral palette design, illuminant robustness certification, metamerism analysis, and color vision test generation.
    Apache 2.0
  • A
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    quality
    F
    maintenance
    Reads PDF, image, or video files by sniffing format and delegating to specialized sibling MCP servers, extracting facts and metadata without LLMs.
    79 npm
    MIT
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    Bridges Claude Code/Cowork with Google NotebookLM for AI-powered research, source analysis, chat, and content generation through a structured tool interface.
    MIT
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    C
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    MCP server for Ketcher chemical structure editor integration, enabling SMILES/MOL/InChI conversion, image generation, molecular property calculation, and validation.
    MIT
  • A
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    quality
    D
    maintenance
    Remotely-callable MCP server for academic paper search, full-text retrieval and image to LaTeX conversion across arXiv, Semantic Scholar, and OpenAlex.
    1
    MIT
  • A
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    quality
    D
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    An agent-based tool that provides web search and advanced research capabilities including document analysis, image description, and YouTube transcript retrieval.
    17
    Apache 2.0
  • F
    license
    Not graded
    quality
    B
    maintenance
    Enables local analysis of scientific papers including PDF parsing, mathematical formula extraction with AST generation, PyTorch code generation from methodology, and automated Markdown report generation with visualizations.
    15
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  • F
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    quality
    D
    maintenance
    MCP server for controlling SIGLENT oscilloscopes and signal generators via USBTMC, enabling waveform generation, scope configuration, measurement, and evidence reporting for electronics competitions.
    1
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  • F
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    quality
    D
    maintenance
    MCP server that automates audit risk assessment from Korean DART disclosures, providing deterministic risk signals, going-concern scoring, and memo draft generation without LLM judgment.
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