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97,619 servers. Updated
20 Best GitHub MCP Servers: compared and ranked, October 2026Ranked from 1,788 matching servers on stars, growth, downloads and maintenance. Updated .

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"AI coding assistant with visual UI interaction, GitHub integration, and adaptive agent system" matching MCP servers:

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  • A
    license
    A
    quality
    B
    maintenance
    Lets separate coding-agent sessions coordinate through a shared, role-addressed mailbox instead of a human relaying every message, over a single local SQLite file or a hosted server with many isolated channels. Messages can be sent as tracked obligations that stay open until one side resolves and the other confirms, alongside threads, full-text search, work statuses, and an append-only versioned pin system where protected changes require recorded agreement from every declared role.
    41
    MIT
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables macOS WeChat desktop clients to read conversations via OCR, retrieve encrypted session memory, and perform controlled message sending through MCP with dry-run and supervised safeguards.
    -
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables Claude to act as a personal assistant in Telegram by providing tools to read new messages, send replies, and manage tasks/reminders/notes in a Supabase-backed memory.
    -
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables voice-controlled Instagram account management from the Mac notch, including reading insights, comments, DMs, and publishing photos or carousels via natural language, with scheduled publishing and secure photo handling.
    1
    -
  • A
    license
    A
    quality
    B
    maintenance
    22 consolidated MCP tools for email, calendar, contacts, folders, rules, categories, and settings with safety controls (dry-run preview, rate limiting, recipient allowlists) and MCP annotations on every tool. Works with personal Outlook.com and work/school Microsoft 365 accounts.
    8
    22
    1,644 npm
    39
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    An MCP server that acts as a virtual Odoo employee, enabling LLMs to query, create, update, and execute workflows on Odoo records with configurable safety levels.
    19
    37 PyPI
    1
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Lets a human review what an AI agent is about to post to a chat tool (Slack first) before it is sent. Renders the draft, destination and warnings (@here/@channel, unresolved mentions, format issues) in a neutral local HTML preview; never sends anything.
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables read-only searching of a Telegram user account's personal chats and groups through four bounded, paginated MCP tools, with OAuth token validation and private session authentication.
    4
    Apache 2.0
  • F
    license
    Not graded
    quality
    D
    maintenance
    Integrates Gmail with Claude to fetch unread emails and generate draft replies based on user context and writing style guidelines stored in Google Docs. It enables automated email management and drafting through natural language interactions within the Model Context Protocol framework.
    -
  • F
    license
    Not graded
    quality
    C
    maintenance
    MCP server for an AI IT helpdesk that exposes 29 tools, 10 resources, and 6 prompts for ticket management, knowledge base search, employee lookup, reporting, and Slack notifications, with a multi-agent conversation pipeline.
    -