AI Agent Integration with Internal Systems: 3 Ways Compared
Three ways to connect an AI agent to internal systems — API integration, CLI tools and MCP servers — compared, with a safety design you can submit.
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API & MCP Development
Articles in the “API & MCP Development” category.(4articles)
MCP Integration for SaaS: A 5-Step Playbook From 2 Builds
MCP integration for a SaaS is a thin MCP layer over your existing REST API. The five-step playbook we settled by running two of our own products live.
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MCP Server Development Cost and 5 Pre-Commission Checks
What outsourcing MCP server development costs — ¥1,000,000 to over ¥10,000,000 in Japan — our own pricing, and a five-item checklist before you commission.
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MCP Server Implementation for Our Own CMS: The Design Calls
We built a REST API and an 8-tool MCP server into our own CMS. Why an API alone was not enough, and the three things we stopped in the design.
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