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117,988 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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"Tools for slow thinking, step-back reasoning, and contextual memory capabilities" matching MCP servers:

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  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables Claude and other LLMs to perform enterprise business operations through natural language, such as customer management, device eligibility checks, compliance reviews, invoice lookups, and support case creation, while hiding the underlying technologies and service integrations.
    -
  • A
    license
    B
    quality
    D
    maintenance
    A production-ready MCP server that connects AI assistants to the D-Tools System Integrator platform, enabling natural language management of AV projects, clients, catalogs, tasks, service orders, and purchase orders.
    25
    4
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI assistants to look up customers, orders, products, and stock; take role-restricted actions such as creating orders and handling refunds; enforce business rules; and maintain a tamper-evident audit log.
    MIT
  • F
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    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
    D
    maintenance
    Provides interactive tools to explore AFAS customer data and employee leave information, including bubble charts, leave balance reports, and detailed leave cards.
    276 npm
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    Connects to Salesforce scratch orgs and allows AI to generate and insert realistic nested test records via natural language descriptions using the Composite Tree REST API.
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  • F
    license
    Not graded
    quality
    D
    maintenance
    Provides Claude agents with CRM contact lookup, action logging, and prompt cost auditing tools. Includes a Streamlit UI to demo the same tools without an MCP client.
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  • F
    license
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    quality
    C
    maintenance
    Unifies CRM and productivity tool APIs behind a single interface, letting AI agents and developers create, update, delete, and list records across Zoho, HubSpot, Odoo, Google Sheets, Gmail, and Google Calendar without handling platform-specific schemas.
    -
  • A
    license
    B
    quality
    D
    maintenance
    Integrates with HubSpot CRM APIs via the Model Context Protocol, enabling management of contacts, companies, deals, tickets, notes, engagements, workflows, and more through natural language.
    82
    11 npm
    4
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Official Cursor plugin enabling natural-language management of your SideShift company—discovering creators, managing campaigns and contracts, communicating with your network, and inspecting analytics through a secure OAuth-linked MCP server.
    Apache 2.0
  • F
    license
    Not graded
    quality
    B
    maintenance
    Enables AI clients to securely interact with Salesforce data using natural language, translating prompts into structured queries for analysis, reporting, and business insights.
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  • A
    license
    Not graded
    quality
    D
    maintenance
    Finds, filters, and verifies local-business leads on demand; every returned email carries a verification receipt (verifier, verdict, timestamp). Credit-based with per-key spend budgets; 25 free validated leads at signup.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Live LinkedIn data for AI agents: 44 tools for profiles, companies, jobs, posts, people search, job-change signals and email finding. Hosted remote server (streamable HTTP) - your agent never touches your own LinkedIn account. 300 free credits on signup, no card. Dockerfile in repo bridges stdio clients to the hosted endpoint via mcp-remote.
    MIT
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables AI assistants to securely access and interact with Odoo data through natural language, supporting full CRUD operations, OAuth 2.1 and API key authentication, and granular per-model permissions.
    -
  • F
    license
    Not graded
    quality
    C
    maintenance
    Freento MCP is a native Magento 2 extension that implements the Model Context Protocol (MCP) — an open standard for connecting AI assistants to external data sources. This server acts as a secure, direct bridge between your Adobe Commerce / Magento 2 store and LLM-powered assistants (like Claude, ChatGPT, and others), allowing you to manage and audit your store using natural language.
    18
    -
  • F
    license
    Not graded
    quality
    D
    maintenance
    MCP server for STEPhie tools, providing secure access to publisher data and ad forecasting via Monday.com and Google Ad Manager.
    -
  • F
    license
    Not graded
    quality
    B
    maintenance
    Enables AI clients to securely access and query Zoho CRM data using natural-language prompts, returning structured results for analysis and reporting. It supports sales pipeline tracking, lead analysis, team performance reporting, and other CRM use cases through self-hosted deployment.
    -
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables HG Insights GTM teams to draft and manage outreach, research accounts, look up customer support data, and access CRM, Pylon, Jira, Weflow, and knowledge base tools through Claude Desktop.
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  • A
    license
    A
    quality
    A
    maintenance
    Japanese SMB SaaS connectors for MCP. Includes an L-Step (LINE marketing automation) server exposing 19 tools for friends, tags, and messaging.
    19
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    Give your AI the full context of how your business runs: CRM, finances, tasks, and memory in one self-hosted MCP server." Short + long descriptions lead with cross-domain reasoning ("which customers are behind on payment and what did we last promise them" reads the ledger and CRM in one answer) and self-hosted data ownership (your own Supabase, stdio, MIT).
    102
    22
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to find intent-signaling buyers and run LinkedIn, email, and X outreach from connected accounts while respecting platform limits. Every reply is handed back to a human for approval or decision.
    3
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables MCP-compatible assistants and coding agents to run privacy-preserving readings on pairs of people from their emails, returning per-area color signals, predictions, changes, contextual notes, and a sealed record for continuity.
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Gives AI agents a shared, self-hosted memory of the people, companies and deals a business works with, letting them log interactions and read back typed fields and provenance-linked facts. Fields and objects can be extended at runtime, and everything is reachable over MCP or a REST API with no UI involved.
    14 npm
    AGPL 3.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to operate a personal CRM by reading relationship context and writing back. Provides 80 tools for daily briefings, semantic search, person digests, suggested actions, interaction logging, and full CRUD across contacts, notes, tasks, reminders, calls, gifts, journal entries, addresses, relationships, places, debts, documents, and life events.
    2
    MIT