"Guide to Using LangChain Correctly" matching MCP servers:

Enables AI-driven customer support ticket processing, including classification, response generation, and automated email sending and Google Sheets logging.

Enables AI agents to prompt users for input directly within the chat UI using MCP's elicitation capabilities, allowing for interactive multi-turn conversations without leaving the conversation interface.

Enables semantic search and analysis of customer support tickets. Provides tools to search tickets, analyze the dataset, and retrieve individual tickets using natural language.

Enables AI agents to search, browse, and retrieve articles from the Wealthsimple Help Center via 7 typed tools (search, taxonomy, article retrieval) using the public Zendesk API.

Enables reading and replying to Google Play Store reviews using the Android Publisher API, with no extra functionality to limit security risk.

MCP server that provides tools for order lookup, return eligibility checks, return processing, billing status, and human escalation, simulating a return/billing inquiry triage system using local JSON data.

Demo MCP server for booking confirmed sales appointments through Claude. Allows users to request appointments, check status, and get detailed BANT briefings using natural language, with realistic fake data for demonstration.

Enables AI assistants to read IT asset management, ITSM, and network inventory data from Alloy Navigator via its REST API, supporting object queries, activity logs, and reference-value lookups using OAuth2 application credentials.

Enables LLMs to search and retrieve Autotask tickets, companies, and contacts using advanced semantic search and AI-powered reranking.

Soprano Connect MCP Server enables you to build AI agents that can communicate, engage customers, and manage communications workflows through the Soprano Connect platform using the Model Context Protocol (MCP).

MCP Server for automated conversational phone calls using Asterisk with Speech-to-Speech capabilities, allowing users to make phone conversations as easily as writing a prompt.

An MCP server that exposes governed CXone WFM Intraday tools to an AI assistant, enabling real-time analyst workflows like risk assessment and SLA recovery using synthetic data.

Enables entity extraction from conversations using Claude AI, with tools to recommend coupons for membership inquiries and issue tickets for delivery delays.

Enables local, deterministic management and search of point-of-sale support data—branches, terminals, incidents, and incident history—with read-only queries and mutating tools over stdio using simulated SQLite data.

A Model Context Protocol server that enables searching, retrieving, creating, and updating issues and tickets using DevRev APIs.

Manages WhatsApp conversations, contacts, templates, campaigns, and channels through AI assistants like Claude using the Wati API v3.

MCP server for vpbx.me virtual PBX, enabling assistants to access telephony features like call history, recordings, live calls, click-to-call, and configuration management.

Provides access to Intercom conversations and chats through the Model Context Protocol, allowing LLMs to query and analyze Intercom conversations with various filtering options.

Enables Claude to interact with ServiceNow instances to manage incidents, service catalogs, workflows, and knowledge bases through the ServiceNow API. It supports comprehensive operations including record querying, script execution, and user management using various authentication methods.

Enables semantic search over knowledge-base articles and listing of sample support tickets using MCP tools.