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116,745 servers. Updated
20 Best Kubernetes MCP Servers: compared and ranked, November 2026Ranked from 454 matching servers on stars, growth, downloads and maintenance. Updated .

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  • F
    license
    Not graded
    quality
    B
    maintenance
    Enables natural-language queries about sales metrics, returning interactive charts inline in chat via MCP Apps with a markdown fallback for unsupported hosts.
    -
  • A
    license
    A
    quality
    B
    maintenance
    Enables natural language management of Zuar Portal instances, including authoring HTML blocks, building pages, managing data sources, queries, themes, and users, with versioned and revertible changes.
    40
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    MCP server that connects Redash to Claude AI, enabling natural language data queries, dashboard management, and SQL execution.
    25
    1,871 npm
    1
    MIT
  • F
    license
    A
    quality
    D
    maintenance
    MCP server for building and maintaining Hex notebooks from Claude Code. Wraps the Hex API with design-system-aware chart injection, notebook diagnostics, and full cell lifecycle management.
    18
    -
  • A
    license
    A
    quality
    D
    maintenance
    MCP server that lets Claude, Cursor, or any MCP-compatible client drive Sheepit projects — enabling campaign management, destination configuration, dashboard creation, and insights queries directly from a chat interface.
    40
    261 npm
    1
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    An unofficial MCP server that provides 17 tools for Yandex/Google rank tracking via the Topvisor API v2, enabling project management, keyword import, asynchronous position checks, and retrieval of history and SERP snapshots.
    17
    28 npm
    1
    MIT
  • 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
    295 PyPI
    1
    Apache 2.0
  • A
    license
    B
    quality
    B
    maintenance
    Enables automated data import, analysis, graphing, and project management for Origin/OriginPro through a hardened MCP interface with constrained file access and optional expert LabTalk mode.
    24
    MIT
  • A
    license
    B
    quality
    B
    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.
    140
    295 PyPI
    33
    Apache 2.0
  • A
    license
    B
    quality
    C
    maintenance
    Enables querying Cariot APIs for fleet management data, including alcohol checks, daily reports, drivers, vehicles, and realtime snapshots, with utility for generating chart configurations.
    7
    16 npm
    1
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    Lets AI assistants control a live ArcGIS Pro session through arcpy, including layer management, attribute queries, geoprocessing, symbology, and export.
    112
    48
    AGPL 3.0
  • A
    license
    B
    quality
    D
    maintenance
    Enables natural language financial management for self-hosted Maybe Finance instances, including account queries, transaction CRUD, CSV import, intelligent categorization, cash flow analysis, and forecasting.
    18
    1
    MIT
  • F
    license
    B
    quality
    B
    maintenance
    Enables full expense management, including CRUD operations, budgets, recurring expenses, CSV export, and monthly reports, through natural language.
    13
    -
  • A
    license
    C
    quality
    C
    maintenance
    A Model Context Protocol server for Metabase that enables AI assistants to interact with Metabase instances, providing 418 tools across 58 categories for database, card, dashboard, collection, user, permissions, and more management.
    100
    5 npm
    3
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables MCP-compatible agents to render privacy-first, deterministic Chart.js charts locally as PNG, SVG, PDF, or JSON, with configurable Sotheby's-inspired editorial themes per session.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI assistants to generate and render individual and composite Human Design charts, explore authorized chart and library data, and manage account usage and Website Builder projects with secure OAuth and entitlement filtering.
    1
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Exposes tools and resources for human-supervised geological modelling from borehole data, including validation, 3D implicit model construction with GemPy, and uncertainty analysis, with a deterministic audit trail.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    An MCP server for interacting with Microsoft PowerBI REST API, providing tools for data cleaning, transformation, analysis, and visualization within PowerBI.
    4
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    An MCP server that generates and manages nifdi diagrams as SVG files, bundled with skills that teach models in depth, placement grammar, and build workflow through natural language.
    Apache 2.0
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables local AI assistants to inspect Windows disk usage with treemap and folder X-ray views, retrieve cleanup previews, and receive application removal guidance, while exposing only non-destructive commands through MCP.
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Free, open-source charts for crypto, stocks and forex that your AI agent can drive. Indicators, drawing tools, scripts with strategy backtests, alerts, bar replay and multi-chart layouts, with an MCP server for Claude Code, Codex, Cursor and Gemini CLI.
    8
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    A virtual statistician MCP server that provides real statistical methods—design of experiments, hypothesis testing, regression, SPC, MSA—via tested Python libraries, with plain-language interpretations and plotted outputs.
    1
    MIT
  • A
    license
    Not graded
    quality
    F
    maintenance
    Enables connecting to any SQL database, exploring schemas, running queries, and visualizing results with interactive charts from Claude Desktop.
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables slicing 3MF projects with a local Bambu Studio installation and exploring the resulting toolpaths, layers, print times, and filament usage in an interactive 3D viewer inside ChatGPT.
    AGPL 3.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables natural-language analysis and management of Google Ads accounts, campaigns, keywords, budgets, and performance metrics through Claude.
    MIT