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20 Best GitHub MCP Servers: compared and ranked, October 2026Ranked from 1,839 matching servers on stars, growth, downloads and maintenance. Updated .

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"A GitHub server implementing the Model Context Protocol (MCP)" matching MCP servers:

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  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables voice assistants to find nearby service providers, connect users to live video representatives for natural conversation, and handle appointment booking. It also returns confirmed bookings so the assistant can add them to its calendar.
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Run free live audience Q&A and polls from your agent: start an AskOne room, add and launch a poll, approve or hide questions and mark them answered, close the room, then read the questions as a FAQ draft and get the results. Free AI moderation. Uses an organization API token from askone.org
    8
    11
    139 npm
    1
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables AI clients to seamlessly take HubSpot actions and interact with your HubSpot data through the Model Context Protocol.
    31,315 npm
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    A ServiceNow integration server for the Model Context Protocol that enables automated incident management, knowledge base article creation, and other ServiceNow operations through a standardized protocol.
    3
    MIT
  • F
    license
    Not graded
    quality
    C
    maintenance
    A prototype that exposes customer and order data to LLMs via the Model Context Protocol, enabling natural-language queries and multi-step tool calling.
    -
  • A
    license
    A
    quality
    D
    maintenance
    Enables AI agents to prompt users for input directly within the chat UI using MCP's elicitation capabilities, allowing for interactive multi-turn conversations without leaving the conversation interface.
    1
    11 npm
    1
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Lets AI assistants safely explore a Matrix42 instance by discovering web services and the data model, running validated ASQL queries, searching the service desk, and previewing ticket actions — read-only by default and without exposing credentials.
    5
    37 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    MCP server for the WhatsApp Business API that enables managing business accounts, phone numbers, message templates, sending template messages, and tracking message status via the Meta Graph API.
    8
    11 npm
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables small-business AI assistants to answer customer questions about hours, offerings, FAQs, staff, and booking from a single business.yaml config, with industry-specific tools and guardrails.
    2
    175 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables investigating delayed e-commerce orders by searching orders, retrieving order context, diagnosing delay causes, and recommending resolutions through natural language.
    4
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables AI agents to manage a fictional B2B workspace SaaS (Tessera) with tools for ticketing, invoicing, customer management, and trial extensions, featuring a human-in-the-loop confirm pattern for safety.
    7
    8 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Simulates a multi-tenant customer support backend with tools for profile, order, ticket, and refund management, demonstrating security controls like tenant isolation, role-based access, and input validation.
    6
    MIT
  • A
    license
    A
    quality
    F
    maintenance
    Manage WhatsApp Business templates and send messages from Claude, ChatGPT, Cursor, VS Code Copilot, or any MCP-compatible client — powered by the Meta Cloud API.
    8
    4
    MIT