I will build a custom mcp server for your API or database

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Kai Li

About this gig

Want Claude, ChatGPT or Cursor to actually use your product: read your data, create records, run workflows? I'll build a Model Context Protocol (MCP) server that exposes your API or database as clean, well-described tools.


What you get:

  • TypeScript or Python MCP server, your choice
  • Tools designed for LLMs: clear names, descriptions and schemas, so the model picks the right one
  • Safe by default: read-only tools first, write actions behind confirmation
  • Setup guide for Claude Desktop, Claude Code, Cursor or your own agent
  • Full source code, yours to keep


Good fit for:

  • SaaS products that want an AI-ready integration
  • Internal tools: let your team query data in plain English
  • Developers who need a working server now, not a weekend of reading the spec


I'm the author of an open-source MCP server published on npm (see my portfolio), and I build agent integrations where the AI acts on behalf of a signed-in user, so I take permissions and data safety seriously.


Before ordering, please message me your API docs or database type so I can confirm the scope.

Get to know Kai Li

Kai Li

Full Stack Developer for MCP and AI Agents

  • FromChina
  • Member sinceOct 2026
  • Languages

    Chinese, English
Full-stack developer with 10 years of experience. I build MCP servers and AI agent integrations, and I fix and deploy apps built with AI coding tools. I have also shipped backends, admin dashboards, mobile apps and industrial shop-floor systems for startups and contract clients. Author of an open-source MCP server published on npm. Clear written communication and progress updates at every milestone.

My Portfolio