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120,763 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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  • A
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    quality
    C
    maintenance
    Provides a customer database with MCP for local agents, featuring a complete admin panel with dashboard, AI chat, terminal, plugins, skills, PWA, and installer.
    2
    MIT
  • F
    license
    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
    A
    quality
    D
    maintenance
    Manage Job using MCP: Manage Job, Candidates, Resumes, Salaries all within this one MCP tools It can solve problems like: You have 50 resumes to screen. Your AI assistant can reason about candidates, but it can't: Read PDFs/DOCX — The AI can't open binary files Extract structured data — Copy-pasting loses formatting, metrics, and context Compare at scale — No consistent scoring across candida
    24
    87 npm
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    MCP server enabling AI assistants to connect to Kula recruiting API for managing jobs, candidates, applications, webhooks, and more.
    84
    401 npm
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to search companies, enrich contacts, and reveal emails via Fiber AI's data and tools directly from the editor.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    A production-style MCP server exposing six business tools (web search, database, CRM, email, calendar, analytics) to AI clients via a secure, authenticated interface, with mock mode and a reference agent client.
    MIT
  • A
    license
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    quality
    C
    maintenance
    Enables an AI assistant to query existing business systems through narrow typed tools, stage and confirm gated writes, and verify stated figures against source data with freshness checks.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI assistants to securely triage SuperOffice CRM support cases by retrieving tickets, running database diagnostics, searching knowledge bases, and orchestrating cross-system incident investigations.
    MIT
  • 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.
    -
  • A
    license
    Not graded
    quality
    C
    maintenance
    CRM AI - MCP server providing AI-powered tools and automation by MEOK AI Labs
    11 npm
    54 PyPI
    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
    D
    maintenance
    An MCP-native CRM backend for AI agents, enabling customer, opportunity, note, follow-up, and pipeline health management through 15 MCP tools.
    -
  • F
    license
    Not graded
    quality
    D
    maintenance
    Exposes 104 Odoo tools across CRM, Sales, Inventory, Accounting, and Helpdesk, enabling natural-language control of an Odoo instance via a Telegram assistant with user-level authentication and multi-step orchestration.
    -
  • F
    license
    Not graded
    quality
    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
    -
  • 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.
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  • A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to work in a CRM workspace by finding and updating records, reading timelines and communications, managing notes, tasks, reviews, workers, scouts, and knowledge base content, and delegating jobs while keeping important actions subject to human review.
    73
    1,068 npm
    MIT
  • A
    license
    B
    quality
    C
    maintenance
    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
    license
    B
    quality
    D
    maintenance
    Enables Claude to interact with the Centrex CRM & LOS API, providing direct access to contacts, advances, documents, alerts, users, teams, and lender submissions.
    20
    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
  • 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
  • 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
    D
    maintenance
    A Laravel-based AI-powered chat interface for business management operations, enabling users to execute tasks like creating customers and updating task statuses through natural language conversations.
    -
  • F
    license
    Not graded
    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.
    -
  • 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
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  • F
    license
    Not graded
    quality
    D
    maintenance
    Enables users to interact with a Salesforce org through a web AI assistant powered by a configurable AI provider, supporting read-only queries and gated write operations with audit logging.
    -
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables read-only access to InvoiceNinja data, including invoices, expenses, clients, and tax reports, for AI assistants like Claude.
    1
    -
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to identify and quantify value leaks in organizations using Melt's methodology, providing structured estimates instead of generic vendor lists.
    3
    101 npm
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Modern quote to cash powered by AI
    36
    10 npm
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    MCP server for the bexio API, enabling interaction with contacts, sales, accounting, projects, and more through 35 tools. Supports both PAT and OAuth authentication with read-only mode and tool group filtering.
    35
    23 npm
    4
    MIT