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116,872 servers. Updated
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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  • F
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    maintenance
    Provides MSP support tools (ticket search, draft response, KB search, update) with a deterministic security guardrail that refuses to draft responses for security tickets based on content scanning, even if mislabeled.
    5
    -
  • A
    license
    A
    quality
    D
    maintenance
    Enables semantic search and analysis of customer support tickets. Provides tools to search tickets, analyze the dataset, and retrieve individual tickets using natural language.
    3
    MIT
  • F
    license
    A
    quality
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    maintenance
    MCP server for the Nimbus helpdesk that enables an AI assistant to manage support tickets, search cases, escalate issues, send responses, and track SLA compliance.
    3
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  • A
    license
    A
    quality
    A
    maintenance
    Enables AI agents to perform helpdesk tasks over MCP, including ticket management, knowledge base search, and reply drafting, with optional pay-per-action USDC settlement and human approval workflows.
    23
    2
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    MCP server for ManageEngine ServiceDesk Plus that lets AI agents list, search, create, update, and manage help desk tickets and technical notes in real-time.
    6
    MIT
  • F
    license
    A
    quality
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    maintenance
    MCP server providing tools to search Red Hat KCS solutions, retrieve solution details, search cases, and get case details via Red Hat APIs.
    5
    1
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  • A
    license
    A
    quality
    D
    maintenance
    Enables Zendesk support workflows through tools for semantic ticket search, customer context retrieval, solution version assessment, and daily work summaries.
    4
    107 npm
    MIT
  • A
    license
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    quality
    B
    maintenance
    Enables AI agents to shop and query Magento/Mage-OS stores via the storefront GraphQL API, including product search, stock checks, category browsing, cart management, and customer order status.
    11
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables AI agents to manage multichannel e-commerce inventory, list products, view orders, and raise support tickets across connected marketplaces via FLUF Connect, without per-marketplace API complexity.
    9
    85 npm
    1
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to connect to an Inserve environment to search and view tickets, companies, contacts, assets, time registrations, and lookups, as well as create and update tickets, add messages, manage categories, and log time with the API key user's permissions. A read-only mode can restrict it to viewing operations only.
    13
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    A production-grade MCP server for Zendesk that provides ticket management, search, user/group operations, and knowledge base access with support for local stdio and remote HTTP transports, authentication via API keys or OAuth, and multi-tenancy.
    14
    Apache 2.0
  • A
    license
    A
    quality
    C
    maintenance
    Enables MCP clients to create, read, update, delete, and search Cherwell CSM business objects such as Incidents, Problems, Changes, or custom objects through the Cherwell REST API.
    7
    11 npm
    1
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    MCP server that exposes the i-net HelpDesk Ticket Web-API as tools for AI agents, enabling ticket search, reading, creation, and actions like replying, closing, and escalating, with attachment support.
    8
    MIT
  • F
    license
    A
    quality
    D
    maintenance
    Enables LLMs to search and retrieve Autotask tickets, companies, and contacts using advanced semantic search and AI-powered reranking.
    11
    2
    -
  • A
    license
    A
    quality
    B
    maintenance
    Enables local MCP clients to interact with the Superchat public API, supporting contact search, conversation management, notes, exports, and message sending using your own API key.
    26
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables MCP clients to interact with Zammad tickets, articles, search and replies under each caller's own permissions, using either a static token or SSO/OIDC per-user mode.
    1
    MIT
  • F
    license
    A
    quality
    C
    maintenance
    A ServiceNow MCP server that enables natural language management of incidents via the Table API, with tools to create, read, update, search, comment on, and resolve incidents.
    6
    -
  • A
    license
    A
    quality
    C
    maintenance
    Enables MCP clients to drive Relay, an AI support-triage agent, by exposing tools for customer lookup, documentation search, ticket classification, reply, and escalation, with full guardrails and read-only mode option.
    7
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Read-only MCP server for Twilio call data, providing tools to search calls, fetch recordings and transcripts, list agents, and generate summaries while explicitly handling timezone and duration measurement discrepancies.
    6
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    An MCP server that provides an interface to the Copper CRM API for managing contacts, companies, activities, and opportunities. It enables users to search for people, log meetings or notes, and track sales deals directly through MCP-compatible clients.
    9
    MIT