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20 Best Web Search MCP Servers: compared and ranked, November 2026Ranked from 2,138 matching servers on stars, growth, downloads and maintenance. Updated .

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    Enables agents to convert Markdown into WhatsApp-compatible formatting, including styled text, lists, and tables that fit a phone's monospace width.
    2
    1
    145 npm
    MIT
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    license
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    quality
    B
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    MCP server for AI agents to send notifications, copy to clipboard, request confirmations, and collect text input from users across their devices.
    10
    35 npm
    Apache 2.0
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    quality
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    Enables full-text search of macOS iMessages including link preview metadata. Works as an MCP server for Claude Desktop to search your messages locally.
    1
    MIT
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    Enables searching Telegram messages and chats, retrieving recent messages, and extracting text from attached documents (PDF, TXT, MD, CSV) using your personal Telegram account.
    4
    Apache 2.0
  • F
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    Enables searching and retrieving messages across Slack workspaces using Slack's search API. Supports pagination, filtered results, and returns message details including text, timestamps, users, channels, and permalinks.
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    Enables permission-checked search of past chat history that links older messages with the latest activity, returning supporting context such as timestamps, speakers, and surrounding conversation. Authorization is re-verified against current room membership and approved groups on every search, message fetch, and period read.
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    Official MCP server for Shipmail, enabling agents to manage domains, mailboxes, messages, threads, webhooks, and suppressions via natural language.
    100
    829 npm
    1
    MIT
  • -
    license
    C
    quality
    C
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    Gives on-the-fly inboxes to AI agents. Agents / LLM's can send, receive, and take action in isolated inboxes. Built for AI unlike Gmail. Check us out at agentmail.to
    10
    111
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    Google Chat MCP server that lets AI assistants like Claude and Cursor participate directly in team conversations - search messages, help teammates, share files, and coordinate across chat platforms.
    27
    Python
    MIT
  • A
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    maintenance
    A Model Context Protocol server providing file search and question tools for AI models. Enables keyword search in files with line numbers and integration with external chat services.
    523 npm
    MIT
  • F
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    Not graded
    quality
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    maintenance
    An MCP server that enables LLMs to access Slack's search functionality to retrieve users, channels, messages, and thread replies from a Slack workspace.
    4
    -
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    Enables AI coding tools to search and read a user's Mattermost channels and DMs using their own account, allowing AI to answer questions about team conversations with read-only access.
    10
    MIT
  • A
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    quality
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    Enables AI assistants to search and read a private, local archive of your own Telegram chats, groups and media, so they can answer questions about past conversations. It keeps access read-only toward Telegram, treats message text as untrusted, and lets you choose which chats AI apps may see.
    6
    3
    MIT
  • A
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    quality
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    maintenance
    Enables AI agents to privately read, search and answer messages that people send a Bale (بله) bot, keep a local searchable history, download incoming files, and send text or media. Agents can also pose questions with inline buttons and block until the user replies, all running on the user's own machine with an optional chat allowlist and no telemetry.
    13
    306 PyPI
    1
    MIT
  • A
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    A
    quality
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    A read-only MCP server that provides family-context tools for the A2Me platform, enabling AI assistants to answer family-related questions and help write messages by securely accessing family member profiles, upcoming events, and recent activity.
    16
    MIT
  • A
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    Not graded
    quality
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    Enables agents to search answered tickets, ask new questions, and answer waiting questions on the shared help desk, while providing read-only observation of visits.
    6 npm
    Apache 2.0
  • A
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    Not graded
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    C
    maintenance
    Enables MCP-capable agents to search shared threads, retrieve full discussions, post sourced findings/questions/answers, and list channels or open questions so they can reuse prior findings and surface unresolved disagreements.
    MIT
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    C
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    Enables AI assistants to answer contact center questions with read-only access to queue status, queue and agent performance metrics, and conversation timelines. Customer phone numbers, emails and names are masked by default, and a built-in simulated contact center lets it be tried without an account.
    MIT
  • A
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    quality
    C
    maintenance
    Enables Claude agents to report their working, waiting, done and error status, ask questions you answer in the office, hand work off to colleagues, and get an overview or end-of-day summary of who is doing what per project.
    MIT
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    Not graded
    quality
    B
    maintenance
    A remote HTTP bridge that lets Claude Code agents message you on Telegram, ask questions with tap-to-answer buttons, and send files, while your replies are pushed into running sessions as channel events — with per-project topics, message queueing, and tool-approval relay.
    11 npm
    MIT
  • A
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    Provides fast full-text search over a local SQLite mirror of Bitrix24 chat history, enabling AI assistants to retrieve past conversations, context, unanswered questions, and tracked promises without ever writing back to Bitrix.
    MIT
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    Exposes 22 typed, read-only MCP tools that let an agent answer questions about a student's own Ed discussion threads, Moodle deadlines and course materials, Gmail inbox, and OnTrack task feedback. Runs locally over stdio with credentials captured once by a CLI login, so the agent never handles passwords and never writes to any service.
    1
    MIT