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"Designing a memory system for persona-based agents to improve user experience" matching MCP servers:

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    Turns Google Calendar history into a searchable people CRM, enabling queries about meeting patterns, relationships, and contacts through natural language with any MCP client.
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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.
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    MIT
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    Exposes seven read-only tools for sales engagement data from DM Faster, enabling agents to query workspace briefings, campaigns, sendings, replies, pipelines, and company timelines.
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    Apache 2.0
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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.
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    169
    MIT
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    MCP server that enables Google ADK agents to triage solar fault signals, retrieve Salesforce diagnostics via hosted MCP prompt templates, and create WorkOrder records when replacements are needed.
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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.
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    Enables read-only access to InvoiceNinja data, including invoices, expenses, clients, and tax reports, for AI assistants like Claude.
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    Anchord MCP is a hosted remote MCP server for AI agents that need canonical identity resolution and safe write evaluation across customer systems. Resolve companies and people to canonical AnchorIDs, inspect linked records and target-system coverage, and evaluate whether a proposed write should be allowed or blocked. Read-only by design.
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    MIT
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    EMEA sales + employment compliance for AI agents across 7 countries (UK, Germany, France, Spain, Italy, Netherlands, Sweden). GDPR, IR35, CNIL, B2B opt-out rules, cultural buyer psychology. Built by an ex-Deel ($12B) compliance + sales operator.
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    Domain-expert SMB sales playbooks for AI agents. Discovery questions, objection handlers, cold email + LinkedIn DM templates, BANT/MEDDIC frameworks, closing tactics. Built by an ex-Criteo (268% quota) / ex-Deel ($12B) / ex-HBO / ex-Bloomberg enterprise AE. Use when your AI SDR needs real human-tested sales artifacts.
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    10
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    Enables Claude to securely interact with Acumatica ERP 2025 R2 via per-user OAuth, role-based access, and sensitive field redaction, providing 48 tools for data lookup, utility, and schema discovery.
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    Apache 2.0
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    MCP server for ConnectWise CPQ (Sell) enabling quote, line item, customer, term, template, tax code, recurring revenue, and user management via a 25-tool interface.
    Last updated
    Apache 2.0