What is an MCP server, and why enterprises should care
Model Context Protocol turns your internal APIs into tools Claude, ChatGPT and Cursor can use safely. Here's the enterprise view.
By Artificial Wit Team
The Model Context Protocol (MCP) is a small, open standard for letting AI assistants discover and call tools — read a record, run a report, file a ticket — without bespoke integrations for every model. If you've ever wired a chatbot up to an internal API only to redo the work three months later for a different LLM, MCP is the fix.
Why it matters for the enterprise
Most enterprise data still lives behind APIs that were designed for humans clicking buttons, not for language models reasoning over them. MCP gives those APIs a uniform front door, with auth, schemas and descriptions an LLM can understand.
- One integration, many clients: Claude, ChatGPT, Cursor, internal agents.
- Centralised access control instead of per-assistant credentials.
- Audit trail of which model called which tool, with what arguments.
Where Artificial Wit fits
Artificial Wit AI ships a hosted MCP server that wraps your existing APIs and knowledge base — no need to rebuild anything. Point it at your ERP, CRM or internal services and your team can use any MCP-compatible assistant on top.
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