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120,903 servers. Updated
20 Best Memory MCP Servers: compared and ranked, November 2026Ranked from 5,357 matching servers on stars, growth, downloads and maintenance. Updated .

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  • F
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    maintenance
    Enables AI assistants like Claude to read and write contacts, relationships, and interactions in a personal CRM via a graph-based API.
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  • F
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    A
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    Enables interacting with a legacy customer CRUD REST API through MCP tools, a resource, and a prompt inside VS Code Copilot Chat.
    5
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    license
    B
    quality
    C
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    Enables AI assistants to manage Bitrix24 CRM entities, tasks, project kanban boards, and Scrum sprints through an incoming webhook, requiring explicit user confirmation for all write operations.
    31
    MIT
  • A
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    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
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    B
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    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
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    D
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    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
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    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
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    C
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    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.
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  • F
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    C
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    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
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  • F
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    D
    maintenance
    Enables AI agents to perform CRM operations like creating contacts, managing deals, and updating leads through natural language using the Model Context Protocol.
    4
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  • F
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    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.
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  • F
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    Enables read-only access to InvoiceNinja data, including invoices, expenses, clients, and tax reports, for AI assistants like Claude.
    1
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  • A
    license
    A
    quality
    C
    maintenance
    Enables an AI agent to act as first-line customer support on top of Microsoft Dynamics 365 / Dataverse, reading incoming synced emails, looking up contacts and published knowledge articles, and drafting HTML-safe replies or escalating to a human as a Case. Runs draft-only by default with safeguards against prompt injection, duplicate replies, and unsafe recipients.
    8
    MIT
  • A
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    A
    quality
    D
    maintenance
    MCP server that exposes Coherence XRM as tools for Claude, Cursor, Cline, and other MCP-compatible clients. The headline: chat_with_agent — send a message to your Coherence agent (Nash) from your agent and it can draft emails, create reminders, update records, post to social, create landing pages, and more, all under your workspace's approval rules.
    13
    51 npm
    2
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables AI tools like Claude Desktop and Cline to interact with Salesforce, providing tools for SOQL queries, Apex execution, metadata management, and more.
    17
    68 npm
    42
    MIT
  • A
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    B
    quality
    C
    maintenance
    Connects AI assistants such as Claude Desktop, Cursor, Claude Code, Gemini CLI, Zed and Cline to a NovaCRM store through the public v1 API, exposing 27 tools for clients, products, inventory, orders, coupons, webhooks, store settings and metrics, plus ready-made prompts. Access is authenticated with a store API key whose scopes, plan limits and rate limits determine what the AI may read or write.
    50
    40 npm
    MIT
  • A
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    B
    maintenance
    An open-source, headless HubSpot alternative that exposes CRM, conversations, CMS, knowledge base, outreach, and analytics as MCP tools for AI agents to operate.
    10 npm
    22
    MIT
  • A
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    B
    maintenance
    Enables AI agents to self-register, authenticate, and operate a no-code ontology and knowledge-graph platform for facility management, field service, CRM, fleet management, workflow automation, and related business processes through 172 tools.
    MIT
  • A
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    D
    maintenance
    A CardDAV MCP server that exposes contacts and address books as tools for AI assistants.
    8 npm
    1
    MIT
  • A
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    B
    maintenance
    Enables AI agents and MCP clients to discover hosted tools and perform governed record operations, such as reviewing leads and creating authorized new leads, using a single PipMCP API key.
    MIT
  • A
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    B
    maintenance
    Enables AI agents to persist and retrieve memories via a personal knowledge graph, with tools for emotional intelligence, CRM, life management, social features, self-training, and autonomous insights.
    584 npm
    7
    MIT
  • A
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    B
    maintenance
    Salesforce sandbox seeding, built for AI agents. SOQL-driven org-to-org record copy with automatic dependency-graph walking, cross-org FK remapping, and a hard AI-never-sees-your-data boundary.
    42 npm
    Apache 2.0
  • A
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    B
    maintenance
    Provides read-only, deterministic tools for searching accounts and knowledge and retrieving tickets, ticket details, and product information over a stdio MCP connection.
    MIT
  • F
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    B
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    Connect to SparrowDesk using MCP and manage your tickets, knowledge base and more.
    1
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  • A
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    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
  • A
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    B
    maintenance
    MCP server for integrating AI assistants with Bitrix24, enabling retrieval and management of CRM entities, tasks, scrum, and knowledge bases through natural language.
    9 npm
    1
    MIT
  • F
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    quality
    B
    maintenance
    A local, privacy-first knowledge graph for Salesforce orgs. It live-syncs your org to a SQLite + vector index on your machine and exposes 26 MCP tools to Cursor, Claude Code/Desktop, and VS Code, so the AI you already use can reason about Apex, LWC, Flow, Vlocity, OmniStudio, security, and integrations without your code or schema ever leaving your laptop.
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  • F
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    C
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    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.
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  • F
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    D
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    Enables AI agents to interact with LinkedIn through MCP tools for retrieving company profiles, posts, insights, and person profiles, as well as a prompt for account research.
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  • F
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    A natural language interface for Salesforce data that allows users to query accounts, opportunities, contacts, leads, and activities through conversational prompts. It supports SOQL queries and provides tools for data retrieval and analysis without requiring technical Salesforce knowledge.
    75 npm
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  • A
    license
    A
    quality
    B
    maintenance
    amoCRM / Kommo CRM for AI agents: leads, contacts, tasks and notes, plus sales analytics - pipeline report with win rate and manager leaderboard, stale deals and overdue tasks.
    12
    MIT
  • A
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    A
    quality
    B
    maintenance
    MCP server for the Mamba Labs People Finder & Email Verifier actor on Apify. Give it a company domain, name or LinkedIn URL and it returns the people at that company who match your role, seniority and department filters, each as a structured contact record with an optional verified business email.
    1
    301 npm
    MIT
  • A
    license
    A
    quality
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    maintenance
    Enables checking lead rows, CSV files, or Apify datasets for duplicates, email syntax and risk signals, domain issues, missing fields, and stale dates, returning a per-row import, review, or reject verdict so only clean records reach a CRM or sequencer.
    1
    72 npm
    MIT