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117,443 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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    Enables an Alexa+ host to place and manage customer-care calls by building a case, navigating phone menus, waiting on hold, explaining the issue, guarding sensitive disclosures, handing off identity checks, recording ticket numbers and promises, and scheduling follow-ups.
    129 npm
    MIT
  • F
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    A
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    A versatile MCP server providing tools for arithmetic operations, n8n webhook integration, and access to a customer support playbook resource. It also includes specialized prompt templates for converting webinar transcripts into engaging blog posts.
    5
    2
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    C
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    Laya-MLX as an MCP server (and plain-HTTP API). It answers typed decisions — choose an option / score a rubric / is this true? — on your own machine (Apple Silicon / MLX), with no cloud and ~10ms after warm-up. Not a chatbot. No token-by-token text, no JSON that can break. One forward pass returns a structured answer you can branch on. Ideal for routing, triage, classification, lead scoring, and g
    MIT
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    Enables AI agents to manage a fictional B2B workspace SaaS (Tessera) with tools for ticketing, invoicing, customer management, and trial extensions, featuring a human-in-the-loop confirm pattern for safety.
    7
    6 npm
    MIT
  • A
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    Books professional home cleaning services anywhere in metropolitan France end-to-end (coverage check, firm quote, booking creation, URSSAF "avance immédiate" enrollment, status polling). End users pay only 50% via SEPA direct debit thanks to the URSSAF immediate tax credit advance — no card payment required.
    5
    16 npm
    MIT
  • A
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    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
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    Enables an AI agent to look up products by exact ID or browse them by collection, and to check an order's status with each line item resolved to its full product details in a single call. Returns structured JSON with pricing, stock, and shipping data, and surfaces graceful error results for unknown IDs.
    2
    MIT
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    quality
    B
    maintenance
    Yandex Market Partner API in your AI assistant: orders and returns, products and cards, prices and tariffs, reports, reviews and chats. 165 methods live in a YAML catalog the server executes, the agent searches it in plain language, and every method carries an access class so writes and irreversible calls ask for confirmation.
    26
    3
    MIT
  • A
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    MCP server for Claude Desktop that exposes App Store Connect and RevenueCat APIs, enabling indie iOS developers to query portfolio metrics, sales reports, subscriptions, and customer reviews directly in chat.
    17
    MIT
  • A
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    quality
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    A read-only MCP server exposing TOTVS support tickets (Portal do Cliente) as tools for LLMs in Claude Code, Claude Desktop, and Cursor.
    11
    MIT
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    quality
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    Enables building and evaluating shopping/support agents against a deterministic synthetic retail store with in-memory fixtures. Provides tools, resources, and prompts for product search, cart and order flows, inventory, and policy retrieval over stdio or Streamable HTTP.
    6
    117 PyPI
    MIT
  • A
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    A
    quality
    B
    maintenance
    A local stdio MCP adapter for the Daykeeper management API. It uses separately issued scoped credentials and exposes read-only tools by default; planning and mutations require explicit opt-in.
    8
    24 npm
    Apache 2.0
  • A
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    A
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    Bridges Claude Desktop with a HITL escalation service, enabling creation, approval, modification, and management of human-in-the-loop requests directly from the chat interface.
    6
    2
    MIT
  • A
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    An MCP server that enables full CRUD operations for Intercom Help Center articles, including support for multilingual content and state management. It allows users to list, retrieve, create, and update articles through natural language commands in MCP-compatible clients.
    19
    8
    MIT
  • A
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    Enables Claude to search, create, and update contacts, deals, and support tickets in HubSpot, and to generate cross-object account summaries.
    10
    MIT
  • A
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    A
    quality
    B
    maintenance
    Avito business API in your AI assistant: listings and statistics, buyer messenger, orders and Avito Delivery, bulk upload, promotion and reviews. 64 methods live in a YAML catalog the server executes, the agent searches it in plain language, and every method carries an access class so writes and irreversible calls ask for confirmation.
    30
    48 PyPI
    3
    MIT
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    A
    quality
    C
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    Enables sellers to connect their MercadoLibre accounts to Claude AI and query consolidated multi-store sales, real profitability, stock, listings, buyer questions, claims, Product Ads, and competitor prices in natural language.
    33
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    MCP server for Infoset CRM that enables AI assistants to manage tickets, contacts, companies, SLA, and email threads with built-in rate limit handling and batch operations.
    18
    1
    MIT
  • A
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    B
    quality
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    Exposes the Gapify (Chatwoot-compatible) customer-support API as MCP tools, letting assistants list and search conversations and contacts, send replies, assign teams, apply labels, and resolve tickets in English or Persian. Write actions carry annotations for client confirmation, and a raw-request tool covers endpoints outside the generated set.
    118
    35 npm
    MIT
  • A
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    B
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    B
    maintenance
    Enables sellers to connect one or more MercadoLibre store accounts to Claude over OAuth 2.0 with PKCE and ask about sales, orders, questions, catalog buy box, promotions, reputation, and competitor pricing in natural language, with optional write actions for pricing, stock, listings, and buyer replies. Supports consolidated multi-store reporting and requires no backend server, keeping tokens in a local file on the user's machine.
    32
    1
    MIT
  • F
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    Enables booking cleaning services in San Francisco by collecting customer details and automatically sending booking requests via email to service partners.
    1
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    MCP server for the cig.chat API that lets you connect Claude, Cursor, or any MCP client to your cig.chat bot to manage subscribers, tags, flows, WhatsApp templates, broadcasts, and shop operations in plain language.
    256
    97 npm
    MIT
  • F
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    An MCP server for HR management that enables adding employees, managing tickets and leaves, sending emails, and onboarding new hires via in-memory mock data.
    6
    1
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  • A
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    Enables interaction with the 1msg Chat API through 60 public MCP tools, supporting stdio and hosted HTTP transports. It lets users leverage chat API functionality in Cursor, Claude Desktop, and other MCP clients.
    62
    539 npm
    MIT
  • A
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    quality
    C
    maintenance
    Enables Claude, Cursor, Gemini CLI, and other MCP clients to manage live FeatureOS workspaces in plain language, including triaging feature requests, merging duplicates, assigning owners, tagging posts, publishing changelogs, and updating help-center articles.
    Apache 2.0