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"The official Python standard library documentation" matching MCP servers:

  • python-session-mcp

    merwanroudane
    A
    license
    Not graded
    quality
    C
    maintenance
    Enables LLM clients to run Python code in a persistent, user-selected interpreter via MCP, with tools for data loading, summaries, regressions, diagnostics, and plotting, while keeping sessions alive between calls and isolating crashes.
    MIT

  • ART MCP Server

    davidesg
    A
    license
    A
    quality
    B
    maintenance
    Enables time series analysis following Box-Jenkins-Treadway methodology, supporting guided or autonomous modes for model identification, estimation, and diagnosis via an LLM.
    35
    GPL 2.0

  • mcp-apps-dashboard-demo

    ctocamar
    A
    license
    A
    quality
    C
    maintenance
    A demo MCP server that returns an interactive dashboard (bar chart with dataset selector) as an MCP App via the official MCP Apps extension (SEP-1865).
    1
    MIT

  • root-ext-viz

    graphgrow
    F
    license
    A
    quality
    B
    maintenance
    Data-visualization MCP server for ROOT Workspace. It enables creating and iterating on charts (Vega-Lite, Python plots) with a persistent kernel and vision loop.
    8

  • HoloViz MCP

    MarcSkovMadsen
    A
    license
    A
    quality
    B
    maintenance
    A comprehensive MCP server that provides intelligent access to the HoloViz ecosystem, enabling AI assistants to help you build interactive dashboards and data visualizations with Panel, hvPlot, Lumen, Datashader, and your favorite Python libraries.
    20
    34
    BSD 3-Clause

  • DiagramZu

    yenchieh
    A
    license
    A
    quality
    B
    maintenance
    diagramzu-mcp lets an AI client (Claude, Cursor, ChatGPT, etc.) author Mermaid diagrams in a shared workspace that a team can read, comment on, embed, and present at a clean URL — rather than just generating a one-off diagram. Hosted endpoint https://mcp.diagramzu.ai/mcp or local npx -y @diagramzu/mcp. Also listed in the official MCP registry as ai.diagramzu/mcp.
    14
    8
    1
    MIT

  • xe-mcp

    CedricConday
    A
    license
    A
    quality
    B
    maintenance
    An MCP server for the Xe Currency Data API that brings live FX rates, historical analysis, and quant-flavored tools into AI tools, working out of the box with zero credentials via Frankfurter/ECB data.
    12
    12
    1
    MIT

  • mcp-chat-visualizer

    Asar007
    A
    license
    A
    quality
    D
    maintenance
    Visualizes conversations as structured hierarchical mind maps by injecting a prompt that instructs the LLM to generate a JSON mind map — no external APIs required.
    1
    11
    ISC

  • napkin-ai-mcp

    LouisChanCLY
    A
    license
    A
    quality
    B
    maintenance
    An unofficial MCP server for generating infographics and visuals from text using the Napkin AI API, enabling AI assistants to create professional diagrams, mindmaps, and charts.
    7
    35
    11
    MIT
  • Autario by Autario

    Autarioofficial

    Autario
    A
    license
    A
    quality
    B
    maintenance
    Query 2,500+ verified public datasets (World Bank, IMF, Eurostat, OECD, WHO) from your AI agent. Search, analyze, and visualize data, and publish charts — with verified SEC + official source data.
    28
    662
    1
    MIT

  • Horizun PBI MCP

    pablo-horizun
    A
    license
    B
    quality
    B
    maintenance
    MCP server for interacting with local Power BI Desktop and .pbip projects, enabling DAX queries, model documentation, measure editing, and PBIR visual management via natural language.
    90
    1
    Apache 2.0

  • Math MCP Server

    111-test-111
    A
    license
    B
    quality
    D
    maintenance
    A Python-based MCP server providing mathematical computation tools and plotting utilities for a wide range of math topics including calculus, matrix operations, statistics, and more.
    22
    5
    MIT
  • Horizun PBI MCP by HorizunGroup

    Horizun PBI MCPofficial

    HorizunGroup
    A
    license
    B
    quality
    A
    maintenance
    MCP server for Power BI Desktop and .pbip projects, enabling DAX queries, model documentation, measure management, refresh, .pbix-to-.pbip conversion, and PBIR visual editing.
    134
    8
    Apache 2.0

  • datalens-dev-mcp

    ADIKANT
    A
    license
    C
    quality
    B
    maintenance
    A local Python MCP server for AI-assisted development of Yandex DataLens dashboards, enabling inspection, planning, validation, and guarded application of changes.
    38
    2
    Apache 2.0