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117,989 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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  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to run a SaaS app's admin through a scoped, audited API — looking up users, applying support actions, reading growth and retention, building segments, toggling feature flags and drafting emails in plain language. Access is limited by key scopes, so tools outside a key's permissions never appear.
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Connects AI assistants to a user's instance so they can inspect, query, and diagnose projects, deployments, releases, runbooks, tasks, tenants, Kubernetes resources, and other operational data. Optionally enables gated write actions such as creating releases, deploying them, running runbooks, and adjusting feature toggles.
    529 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    An MCP server for managing RingCentral's Feature Flag Service (FFS) that enables searching for flags and retrieving user account information. It allows users to check and update feature flag statuses for specific accounts or extensions through natural language interfaces.
    5
    2 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    A Model Context Protocol server that enables management of feature flags in Bucketeer through CRUD operations including listing, creating, retrieving, updating, and archiving feature flags.
    5
    2 npm
    3
    Apache 2.0
  • A
    license
    B
    quality
    D
    maintenance
    An MCP server that allows AI assistants to programmatically manage Unleash feature flags through natural language, enabling operations like creating, updating, and retrieving feature flags across projects.
    5
    7 npm
    3
    ISC
  • A
    license
    Not graded
    quality
    D
    maintenance
    An A/B experiment runner for the A2A network that provides deterministic sticky bucket assignment, conversion recording, and two-proportion Z-test statistical significance calculation, with pay-per-call pricing via x402 on Base USDC.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    MCP server that provides product and web analytics capabilities, allowing AI coding assistants to query funnels, retention, trends, feature flags, A/B tests, and more in natural language.
    4
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    MCP server for SentientUI that gives AI agents in Claude Code, Cursor, and Copilot direct access to experiment data and management actions.
    451 npm
    1
    MIT