"Understanding Browser Usage and Functionality" matching MCP servers:

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.

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.

Enables an AI assistant to answer customer-success questions by synthesizing simulated billing, support ticket, and product usage data into composite churn-risk scores, bands, and plain-language explanations for fictional accounts. It exposes raw-data tools, a synthesis tool, and a methodology resource so users can list at-risk accounts or get a per-account health summary.

Provides access to Instantly API v2 for email campaign and lead management functionality.

Enables interaction with Canny.io customer feedback platform through natural language. Supports board management, post creation/updating, search functionality, and comprehensive feedback management operations.

Provides comprehensive access to People Data Labs' data models and search capabilities, enabling enrichment of person and company profiles, multi-criteria searches, and autocomplete functionality through a Model Context Protocol interface.

Enables interaction with the Pulse usage-based billing platform to track metering events, manage customers, and generate invoices. It also supports managing products, payment links, and AI agent usage directly through MCP-compatible assistants.

Automates Salesforce via browser using Playwright with persistent session. Supports Data Cloud, Setup, and other UI-only areas through generic tools.

Provides comprehensive access to HubSpot CRM API for managing contacts, companies, deals, engagements, and associations. Supports batch operations, advanced search, and complete CRUD functionality across all standard CRM objects.

Reference MCP server for the AudienceScore protocol: query a vendor's audience score (percent of verified thumbs-up over receipt-gated reviews) and get back a signed, recomputable score manifest an agent can verify without trusting the server.

Enables AI assistants to find and enrich B2B contacts and companies with verified contact details and buying signals using Lusha's API.

Enables AI agents to interact with the Courier notification API, allowing them to send messages, manage profiles, debug deliveries, configure lists, and more through 60 tools.

Connects your Banco do Brasil account to AI assistants via Open Finance Brasil, allowing natural language queries about balances, statements, credit card bills, and investments. Read-only, regulated by the Central Bank.

Connects to Banco BRB via Open Finance Brasil to read balances, statements, card invoices, and investments using natural language.

Provides a Model Context Protocol interface for the Dolibarr ERP/CRM, enabling AI agents to manage customers, products, invoices, and orders. It features specialized search tools and server-side filtering to efficiently interact with Dolibarr's REST API while minimizing token usage.

MCP server that enables AI agents to discover and qualify B2B leads from Leadbay's knowledge base, with tools for lead research, enrichment, and outreach logging.

Enables AI assistants to track events, page views, user signups, and update user profiles in Mixpanel.

An MCP server optimized for user profile and audience data synchronization tasks, providing tools for confirmation, verification, and rollback in data sync workflows.

Connects your Neon account to Claude, ChatGPT, and AI agents via Open Finance Brazil, enabling natural language queries about balances, statements, credit card bills, and investments — read-only and regulated by the Central Bank.

MCP server for integrating Common Room API with Amazon Q CLI and Claude Code, enabling management of activities, segments, and organizations through natural language queries.