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Written by Max Zeshut
Founder at Agentmelt
A lightweight service that exposes tools, resources, and prompts to AI agents through the Model Context Protocol standard. MCP servers act as adapters between AI agents and external systems—a CRM MCP server exposes 'search contacts' and 'create deal' tools, a database MCP server exposes 'run query' and 'list tables.' Any agent that speaks MCP can discover and use these tools without custom integration code. The MCP server ecosystem is growing rapidly with servers for Slack, GitHub, Google Drive, databases, and hundreds of other services.
A developer builds an MCP server for their company's internal ticketing system, exposing 3 tools: searchTickets, createTicket, and updateStatus. Now any AI agent in the company (support bot, coding assistant, ops agent) can interact with the ticketing system through a standardized interface—no custom integration per agent.