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116,578 servers. Updated
20 Best Memory MCP Servers: compared and ranked, November 2026Ranked from 5,297 matching servers on stars, growth, downloads and maintenance. Updated .

Matching MCP tools:

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  • F
    license
    Not graded
    quality
    D
    maintenance
    Turns Google Calendar history into a searchable people CRM, enabling queries about meeting patterns, relationships, and contacts through natural language with any MCP client.
    -
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI assistants to save, search and recall the user's own Markdown notes and chat logs through 27 annotated tools. Also gives them read access to Canvas deadlines and syllabi plus Google Calendar events, and lets them add events the user asks for.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables small local businesses to offer Alexa+ voice booking from one self-hosted, multi-business deployment with strict per-business isolation. It supports finding businesses, searching slots, two-step booking, rescheduling and cancellation with deposits, cross-session memory, bookings for people you care for, agentic waitlist recovery, notifications, and an owner dashboard.
    MIT
  • F
    license
    Not graded
    quality
    C
    maintenance
    Exposes vaccination-appointment scheduling as standardized MCP tools backed by an in-memory mock backend. Enables agents to list available slots by date and vaccine type, book appointments, check confirmation status, and cancel bookings.
    -
  • A
    license
    A
    quality
    A
    maintenance
    AI-powered meeting intelligence MCP server. Researches attendees from Google Calendar or Outlook, generates executive briefing cards, enriches with HubSpot CRM context, and records outcomes to persistent local meeting memory.
    13
    MIT
  • A
    license
    B
    quality
    A
    maintenance
    A local-first open-source MCP server that acts as a personal secretary, memory manager, and automation hub—it syncs Calendar, Gmail, Canvas, GitHub, and Health into a typed temporal memory graph, and enables approval-gated write actions like creating events, drafting/sending mail, and filing issues, all with telegram/slack/CLI interfaces and a SQLite-backed audit trail.
    33
    Apache 2.0
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables running Claude Code continuously from Telegram, with two-way voice notes, persistent memory across restarts, a self-restarting daemon, and live visibility into every tool call. It lets users drive coding sessions, approve permission prompts, schedule messages, and manage Google Calendar directly from chat.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Iris is a self-hosted personal AI assistant MCP server that manages calendar, tasks, daily planning, and memory over Telegram, with deterministic action gating and a security envelope.
    14 npm
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables running Claude Code around the clock from Telegram, with transcribed and spoken voice messages both ways, persistent memory and history across restarts, scheduled messages and calendar access, and live visibility into every tool call and session. A self-healing daemon keeps it running unattended, and permission prompts, long answers, and multi-agent boards are all handled from chat.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables an agent to read a simulated calendar, task board, team chat and client inbox, build and replan a workday, track a promise ledger, draft messages that await user approval, and persist memory across sessions. Exposes the same tools over Streamable HTTP to any MCP client.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    A local-first MCP server that watches read-only Gmail and Google Calendar signals alongside user-saved local SQLite memory to generate grounded, prioritized situations with evidence, suggested actions, and expiry. It lets any existing AI agent call a check tool to deliver timely proactive outreach through its own channel, with acknowledgement, snooze, mute, quiet hours, and daily budget controls.
    12
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables users to drive Claude Code around the clock from Telegram chats, with two-way voice notes and transcription, inline-button questions, scheduled reminders, and Google Calendar access. It keeps conversation memory and history across restarts, supervises itself with a self-healing daemon, and streams each tool call live so long-running agent work can be followed from a phone.
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    A drop-in upgrade to the official Claude Code Telegram plugin that lets you drive Claude Code 24/7 from Telegram with two-way voice notes, persistent memory across restarts, scheduled messages and reminders, calendar access, inline-button questions, and restarts handled by a self-healing daemon. It also streams live progress through Agentic Mode and a /agents board showing every session, subagent, token use, and tool call as it runs.
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables users to run Claude Code remotely through Telegram, with voice-note transcription and spoken replies, persistent memory, scheduled reminders and calendar access, permission approvals, and live tool-call progress. It also supports daemonized 24/7 operation and a session/subagent dashboard.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables Alexa+ to maintain and query a long-term household memory over MCP, covering repairs, vendors, prices, warranties, item locations, and unresolved problems. It provides voice-first recall, logging, reminders, and proactive home briefs grounded in dates and names.
    7 npm
    MIT