"Information about Neo4j graph database" matching MCP servers:

MCP server for the WhatsApp Business API that enables managing business accounts, phone numbers, message templates, sending template messages, and tracking message status via the Meta Graph API.

Enables small-business AI assistants to answer customer questions about hours, offerings, FAQs, staff, and booking from a single business.yaml config, with industry-specific tools and guardrails.

Salesforce AgentForce as a traversable MCP knowledge graph. 40 nodes covering Einstein Trust Layer, Agent Topics, Actions, Data Cloud, and Resolution Criteria. 11x fewer tokens than RAG. Free: uvx ckg-agentforce

A read-only MCP server for the Little Green Light donor CRM. It lets Claude answer questions about donor data, gifts, and fundraising metrics by querying LGL directly.

Provides read-only access to Hostaway PMS data, enabling assistants to answer questions about listings, calendars, reservations, and inbox threads, and generate occupancy, inbox, and completeness reports without writing or sending anything.

Enables Claude to manage customers and support tickets through database-backed CRUD tools, contextual customer and knowledge resources, and a reusable ticket-triage prompt.

Connects OwnerRez property management data to MCP clients, enabling natural-language queries about bookings, check-ins, guest messaging, expenses, and webhooks.

Enables FiberOne Broadband subscribers to access account details, data usage, transactions, plans, outage tickets, lost days, and modem information, as well as file outage reports, through MCP tools.

Enables sellers to connect one or more MercadoLibre store accounts to Claude over OAuth 2.0 with PKCE and ask about sales, orders, questions, catalog buy box, promotions, reputation, and competitor pricing in natural language, with optional write actions for pricing, stock, listings, and buyer replies. Supports consolidated multi-store reporting and requires no backend server, keeping tokens in a local file on the user's machine.

Enables support agents to look up customer account details and billing or incident information through two read-only MCP tools for triage workflows.

Connects AI assistants to a Send4 workspace so users can ask about flows, campaigns, conversations, and usage, and make permitted changes in natural language.

An AI operations agent that reads from your own PostgreSQL database and policy documents, provides grounded answers with citations, and exposes read-only tools to external MCP clients while keeping writes behind a human approval gate.

Connects MCP clients such as Claude and ChatGPT to the Five9 cloud contact center, exposing read and write tools over its Configuration and Statistics APIs for campaigns, agents, skills, DNC lists, reports, and live queue metrics. It also lets an AI design and deploy complete IVR call flows from a plain-English description, with graph validation and rendered Mermaid previews.

Enables Claude to interact with WhatsApp Business for reading, searching, and sending end-to-end encrypted messages. It supports conversation management, message summarization, and action item tracking while maintaining data privacy through a local private key and a user-controlled Neon database.

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.

Enables interaction with SAP Commerce systems through OCC APIs, supporting product discovery, cart management, customer support operations, and store information retrieval. Provides both local and remote connectivity options for AI agents to perform e-commerce tasks.

An unofficial MCP server that integrates with the Channel Talk Open API to allow AI assistants to access and manage chat information. It enables users to retrieve chat lists and message histories filtered by status, tags, and customer details.

Exposes read-only knowledge base articles on returns, warranty and shipping policies alongside tools that search, retrieve and create real support tickets. This lets an LLM agent ground its answers in store policy without inventing information, and act on actual ticket data rather than simulated records.

Enables plain-language queries about a support desk, ticket and customer investigation, and safe, confirmation-gated ticket assignment and internal notes.

Provides read-only, deterministic tools for searching accounts and knowledge and retrieving tickets, ticket details, and product information over a stdio MCP connection.

Enables AI assistants to send text, media, pre-approved templates, and interactive quick-reply buttons through Meta's official WhatsApp Business Cloud API, check phone quality ratings, list message templates, and call arbitrary Graph API endpoints.

A customer service MCP server that enables order lookup by phone number and store location queries by coordinates. Supports Excel data import and provides comprehensive customer service tools for order management and store information retrieval.

Enables interaction with SendPulse Chatbots API to manage chatbot accounts, retrieve bot information, and access dialog conversations. Supports flexible authentication through API credentials or OAuth tokens for comprehensive chatbot management through natural language.

Enables MCP clients such as Claude Desktop and Cursor to query bargain policies, search a local knowledge base, fetch server time, and delegate full e-commerce customer-service conversations to a complete agent graph that returns ready-to-send replies. Three tools work offline without an API key, while full agent delegation requires a configured LLM.

A starter kit for creating a read-only MCP server that lets AI assistants access business information, calculate prices, answer FAQs, and check availability.

Enables MCP clients to query Google Play app reviews, ratings, crash and ANR rates, and release information, with an optional tool for replying to reviews. It connects through the Play Developer and Reporting APIs using a service account, and can also run in a mock mode without Google access.

MCP server to retrieve information from Zendesk Help Center using anonymous authentication. Provides tools to list categories, sections, articles, and search articles.

An MCP-compatible server providing tools for retrieving order statuses, searching knowledge bases, and managing support tickets. It facilitates automated customer service interactions by exposing internal CRM and database functions through a JSON-RPC interface.

Enables ticket management through a REST API and support document search via a local vector database, powered by Ollama and LanceDB.

Enables AI agents to retrieve customer, order, ticket, policy, and agreement information, and to prepare or execute state-changing support actions like escalations and follow-ups with confirmation and access control.

Enables intelligent form data collection for mediation/dispute resolution services through conversational AI. Supports structured information gathering, real-time validation, and database storage with integration for Cursor, Dify, and other LLM platforms.

Enables users to ask natural-language questions about why an account's bill changed and receive ranked, evidence-linked explanations grounded in computed SQL diffs, with enforced per-session authorization so agents cannot access unauthorized accounts or modify ledgers.

Enables AI clients to search and retrieve customer and support-ticket data from a SQLite database, and to create support tickets only when an explicit approval flag is supplied, with all actions validated and audit-logged.

Exposes tools for employee information, leave balance, support tickets, and product inventory, with AI agent integration and A2A communication for escalation.

A read-only MCP server for diagnosing EDI order processing and Shopify inventory issues, enabling support teams to answer tickets via Claude without direct database or code access.

Enables AI assistants to handle payment support tasks by orchestrating between Stripe and an internal orders database, with human approval required for refunds.

MCP server for managing customer feature requests with role-based approvals, elicitation for high-impact changes, and support for notifications, sampling, and progress tracking. Enables employees to review, prioritize, and approve requests without direct database access.

Enables LLM clients to answer identity-aware questions about customer calls using a multi-tenant B2B call analytics platform with role-based access.

Exposes Moro Hub's services, facilities, and operational data as AI-callable tools, enabling natural language queries about locations, data centre status, support options, and news.

Connects ElevenLabs voice agents to Supabase for real-time order lookups, enabling voice agents to retrieve order status, tracking, and delivery information through the lookup_order tool.