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117,297 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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  • A
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    Enables pushing enriched leads into Instantly or Smartlead campaigns with ICP score gating, deduplication, and dry-run previews via an Apify actor.
    1
    84 npm
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables recruiters and account managers to search public candidate profiles, match role briefs to ranked shortlists, browse categories, retrieve profile links, and draft value-first pitches while avoiding private data and outbound messages.
    6
    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
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  • A
    license
    B
    quality
    A
    maintenance
    MCP server for Apollo.io B2B database enabling people and company search, enrichment, and insights through conversational interfaces.
    9
    4,803 npm
    19
    MIT
  • A
    license
    C
    quality
    B
    maintenance
    Enables interaction with Shopify store data through the GraphQL Admin API, providing tools to manage products, customers, orders, collections, inventory, metafields, and related commerce operations.
    52
    308 npm
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    A local, read-only MCP server for Claude Desktop that provides 16 tools to search and read EspoCRM accounts, contacts, opportunities, and related emails via a strict allowlist.
    10 npm
    MIT
  • A
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    Not graded
    quality
    C
    maintenance
    Enables Claude to query and act on Simpro jobs, customers, quotes, and related data through natural language, with write operations off by default and a demo mode for trying without API credentials.
    MIT
  • A
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    Not graded
    quality
    D
    maintenance
    Enables searching for volunteer opportunities via MCP protocol, REST API, and includes a custom Apex MCP client for Salesforce Agentforce integration, all powered by the free VolunteerConnector API.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents on the MSPbots Agent Platform to search, create, update, and manage companies, contacts, tickets and related notes, checklists, charges, history, attachments, time entries, projects, sales, contracts, billing, expenses, and service calls. It exposes these capabilities through a stateless HTTP service behind the MSPbots MCP gateway, with tenant credentials supplied per request.
    Apache 2.0
  • F
    license
    Not graded
    quality
    D
    maintenance
    Provides live Zoho CRM data access via MCP tools, enabling queries on modules, records, fields, and related lists without syncing data.
    -
  • A
    license
    A
    quality
    D
    maintenance
    Enables AI tools to search and enrich B2B leads, including finding professional emails, company profiles, and filtering people and companies by various criteria.
    5
    482 npm
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Real-time LinkedIn, X (Twitter) and Reddit data for AI agents: profiles, companies, people search, tweets, subreddits, and search. Free start: self-mint a key in one call, no signup, no card.
    17
    MIT
  • F
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to discover and invoke Vremly API operations through a search-describe-request pattern, allowing them to view and manage shoots, customers, media, and invoices according to API key permissions.
    3
    -
  • A
    license
    A
    quality
    C
    maintenance
    Model Context Protocol server for Kylas CRM lead operations, enabling lead creation, search/filter, and lookup of users, products, and pipelines.
    14
    12
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Bitrix24 CRM for AI assistants: search and edit deals, leads, contacts, tasks and timeline comments, plus sales analytics — pipeline report with manager leaderboard, stale deals, overdue tasks. Connects via inbound webhook.
    13
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    MCP server for Apollo.io B2B data discovery and enrichment, enabling company search, people search, contact enrichment, and organization firmographics through Apollo's REST API.
    8
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    Enables checking CRM contacts to learn their current employer, title, start month, role history, and whether they left, landed elsewhere, or were promoted, returning one flat row per person with match method, source, and source age. It accepts single contacts or bulk lists, works with your own search, enrichment, and email-verification keys, and runs on Apify.
    1
    53 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to perform go-to-market workflows such as company and contact enrichment, CRM querying, and controlled, audited writes to a CRM through MCP tools callable from any MCP client.
    1
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables AI agents to read and manage Copper CRM data, including searching people, companies, and opportunities, listing pipelines, and logging activities or creating tasks.
    7
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Free, open-source MCP server and CLI for the BaseLinker API, exposing two tools to call any API method and list methods with minimal context cost.
    2
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Connects your LinkedIn professional profile to AI assistants (Claude, GitHub Copilot) via LinkedIn's official Member Data Portability API, enabling read-only access to résumé data, activity, and recent changes.
    5
    64 npm
    4
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    AI-powered lead qualification engine. Ingest leads from any source, auto-enrich with company data, score 0-100 using weighted AI rules, and export to HubSpot, Pipedrive, Google Sheets, CSV, or JSON. 8 MCP tools + 3 resources.
    10
    97 npm
    MIT
  • F
    license
    A
    quality
    C
    maintenance
    An MCP server for accelerator programs to query, review, and manage startup applications via natural language. It enables searching applications by sector or impact score, fetching full application details with reviewer notes, listing pending reviews, and flagging applications for panel discussion.
    4
    -
  • 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
    104 npm
    MIT
  • A
    license
    A
    quality
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    maintenance
    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