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

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"Exploring Memory Persistence in DeepSeek Technology" matching MCP servers:

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  • F
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    quality
    C
    maintenance
    An OAuth-secured remote MCP server (22 tools) that lets Claude, ChatGPT, and Codex search All-In Summit attendee profiles, explore the live agenda, check sessions and meetings, detect scheduling conflicts, and export a calendar. Account-changing actions are only prepared for review, with the user confirming each request in the browser before any event API call is made.
    -
  • F
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    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.
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  • A
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    quality
    B
    maintenance
    Enables voice-driven family check-ins and safety escalation through five MCP tools over Streamable HTTP, recording check-ins, scheduling recurring reminders with grace windows, detecting missed check-ins, raising critical help alerts, and resolving them from a live dashboard. All reads and writes flow through these tools into a SQLite store, with safety rules ensuring explicit help requests override upbeat wording and never duplicate or downgrade alerts.
    MIT
  • A
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    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
    A
    quality
    C
    maintenance
    Provides read-only access to BIT101 community posts, course reviews, personal schedules, grades, and Lexue calendar events, enabling natural language queries for Beijing Institute of Technology students.
    10
    1
    MIT
  • A
    license
    Not graded
    quality
    Not graded
    maintenance
    Enables AI assistants to manage tasks, projects, workspaces, schedules, comments, custom fields, recurring tasks, and statuses in Motion through natural language conversations.
    Apache 2.0
  • A
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    Not graded
    quality
    D
    maintenance
    Enables AI agents to read, triage, respond to, and calendar-manage Gmail with a production-grade MCP control plane and human-in-the-loop safety.
    3
    MIT
  • A
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    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
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    Not graded
    quality
    C
    maintenance
    Provides AI assistants with the real current date and time in the user's own timezone, including tools to retrieve the current time and save or change the timezone.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables local management of Jeero subscriptions and event data, synchronizing with Mother and caching events in SQLite without requiring WordPress or a hosted MCP service.
    116 npm
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables MCP-compatible AI clients to search and view CRM customers, deals, contracts, tasks, calendars, and outbound jobs, and to propose opt-in write actions that require human approval in the CRM.
    Apache 2.0
  • A
    license
    Not graded
    quality
    D
    maintenance
    Provides AI assistants with read-only access to iCloud mail and calendar via IMAP and CalDAV, with opt-in write support for sending mail, managing events, and contacts.
    1
    MIT
  • A
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    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
  • A
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    Not graded
    quality
    C
    maintenance
    Enables DeepSeek Harness agents to operate Feishu/Lark through the official OpenAPI MCP subprocess using app credentials, exposing tools for sending IM messages, reading and writing Bitable tables, and managing docs, calendar, and drive files. A web settings panel configures credentials, tests connectivity, and lists discovered tools.
    177 npm
    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