"How to Embed MCP into a Django Application" matching MCP servers:

Fetches category data from a Q&A service API and returns a markdown summary grouped by category.

This MCP server provides a single read-only tool to query official CPFL (electric utility) bill download data via a hosted, prepaid service without requiring platform credentials.

Enables interaction with WhatsApp Business tools and services through a unified API.

Enables AI assistants to query and operate a help desk and service desk through MCP over HTTP, including tickets, requester communications, internal notes, attachments, stage and SLA history, time entries, clients, requesters, desks, knowledge base, contracts, and billing/satisfaction reports.

Enables managing a company's Reclame Aqui complaints using the Company Area account, including listing complaints, reading details, checking reputation, and replying to consumers.

Enables interaction with Dialpad's tools and services through a unified API, allowing users to manage communications via natural language.

Provides a standardized interface for interacting with Retell's tools and services through a unified API.

Enables Claude to make outbound phone calls through Vapi API, supporting any call type and language with features like call initiation, result polling, and structured data extraction.

Enables AI agents to safely operate HubSpot CRM contacts, deals, and pipelines via MCP, with caching, idempotency, audit trails, and robust error handling.

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.

Provides MSP support tools (ticket search, draft response, KB search, update) with a deterministic security guardrail that refuses to draft responses for security tickets based on content scanning, even if mislabeled.

Enables AI agents to discover and call Xyte's device management API endpoints with typed validation, supporting fleet investigation, ticket management, and routine operations through natural language.

Provides ServiceNow ITSM tools (incidents, knowledge, CMDB, user lookups) to AI agents, with an evaluation harness that measures tool-selection accuracy, task completion, and latency.

Lets AI assistants safely explore a Matrix42 instance by discovering web services and the data model, running validated ASQL queries, searching the service desk, and previewing ticket actions — read-only by default and without exposing credentials.

Enables MCP-compatible clients to act as an AI receptionist for a small medical clinic, handling appointment booking and rescheduling, patient registration, intake, reminders, and FAQ answers.

Enables reading Apple App Store customer reviews, publishing developer responses, and deleting them via the App Store Connect API with a narrow Customer Support role.

MCP server that synthesizes user feedback from multiple sources into actionable insights. Aggregates reviews, support tickets, and survey responses to identify patterns and priorities.

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.

A small MCP server that lets AI agents create, search, and update ServiceNow incidents through the Table API.

Enables Turkish e-commerce sellers to manage Trendyol marketplace store operations through AI assistants, including viewing products, orders, returns, and customer questions, with optional guarded write actions for answering questions and updating stock and prices.