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"Using an AI Agent for Structured Search and Traversal in a Neo4j Database" matching MCP servers:

  • customer-data-mcp

    Haseeb-Ahmed-AI
    F
    license
    A
    quality
    C
    maintenance
    Enables Claude Desktop to answer natural-language questions about customers by exposing search, profile, order history, status filter, and spend statistics tools backed by local mock data, with a single-file swap path to Oracle AI Agent Studio later.
    5
  • Perspective AI by Perspective-AI

    Perspective AIofficial

    Perspective-AI
    A
    license
    B
    quality
    C
    maintenance
    An AI Concierge replaces static forms with adaptive AI conversations that understand real situations, structure key information automatically, and trigger the right next step. Rigid forms cause drop-off, weaken qualification, and strip away context. Perspective uses adaptive AI to capture structured data and trigger automation, so you understand what truly matters to your customers and can make d
    22
    5
    MIT

  • Agent Billy MCP Server

    Agent-Billy
    A
    license
    Not graded
    quality
    D
    maintenance
    Provides secure, role-based access to Stripe billing operations for AI assistants like Claude and Cursor. It enables users to manage customers, subscriptions, invoices, and refunds through a local proxy with server-side permission enforcement.
    12
    MIT

  • crm-mcp-agent

    euuuuuuan
    A
    license
    Not graded
    quality
    C
    maintenance
    An MCP server that allows agents to perform CRM segment and campaign queries, with a governance kernel controlling write operations for safety.
    Apache 2.0

  • ai-crm-engine

    digoo2008
    F
    license
    Not graded
    quality
    C
    maintenance
    An MCP-native CRM backend for AI agents, enabling customer, opportunity, note, follow-up, and pipeline health management through 15 MCP tools.

  • MCP Braze

    delta-and-beta
    F
    license
    Not graded
    quality
    D
    maintenance
    Production-ready MCP server enabling AI assistants to interact with Braze's customer engagement platform, offering 92 tools for user management, messaging, campaigns, analytics, email/SMS, catalogs, and SCIM provisioning.

  • agent-data

    enrique-z
    F
    license
    Not graded
    quality
    C
    maintenance
    Get programmatic access to 170,000+ verified B2B companies in Spain. Featuring a highly-curated premium subset of 26,000+ CEO direct dials and mobile phones. Bypassing legacy corporate gatekeepers has never been cheaper.

  • MCP Shopline

    asgard-ai-platform
    A
    license
    A
    quality
    B
    maintenance
    An open-source MCP server that wraps the Shopline Open API into 143 AI-callable tools for e-commerce data analysis, enabling AI agents to query orders, products, inventory, customer behavior, and promotions from Shopline stores through natural language.
    100
    19
    MIT
  • Explorium AgentSource MCP Server by explorium-ai

    Explorium AgentSource MCPofficial

    explorium-ai
    A
    license
    A
    quality
    D
    maintenance
    Explorium AgentSource MCP Server empowers every agent to become an AI-driven, Go-To-Market specialized agent! With over 20 specialized endpoints designed for prospecting, sales, and lead generation, agents can effortlessly generate and enrich accounts and prospects, access deep business insights, an
    23
    21
    MIT

  • Hatch MCP Server

    Meerkats-Ai
    F
    license
    A
    quality
    D
    maintenance
    A Model Context Protocol server for Hatch API integration that provides tools for finding and verifying contact information including emails, phone numbers, LinkedIn profiles, and company data.
    5
    1

  • amoCRM MCP Server

    cAIborg-ai
    A
    license
    Not graded
    quality
    F
    maintenance
    An MCP server that provides 36 tools for interacting with the amoCRM (Kommo) API v4, covering leads, contacts, companies, and tasks. It supports full entity lifecycles, account analytics, and bulk operations with integrated OAuth 2.0 and rate limiting.
    2
    MIT
  • Reltio MCP Server by reltio-ai

    Reltio MCP Serverofficial

    reltio-ai
    F
    license
    Not graded
    quality
    F
    maintenance
    Enables AI-powered interaction with Reltio's master data management platform, supporting entity operations, match management, workflow tasks, relationship handling, and data model exploration through natural language.
    2

  • mcp-apollo

    AgenTeam-AI-2026
    A
    license
    Not graded
    quality
    D
    maintenance
    An open-source, self-hosted MCP server for Apollo.io that gives AI agents direct access to Apollo's B2B sales intelligence database.
    MIT