Agoda has released an open source MCP API Agent that allows developers to connect AI models to GraphQL and REST services using natural language, removing the need for custom integrations.
Agoda has launched an open source API Agent, a universal Model Context Protocol (MCP) server designed to simplify how developers connect MCP clients to GraphQL and REST services using natural language. The release removes the need to build and maintain separate integrations for each service, significantly lowering the barrier to AI-driven system access.
The API Agent is fully open source and publicly available at github.com/agoda-com/api-agent, underscoring Agoda’s community-first approach and commitment to reusable developer infrastructure.
Large-scale digital platforms typically operate hundreds of internal services, each with its own schema and interface. While MCP enables language models to connect with external systems, creating individual MCP servers for every service remains time-consuming and inefficient. Agoda’s API Agent addresses this challenge by offering a single, universal MCP server that can manage dozens of services simultaneously.
Developers can configure a target service, ask questions in natural language, and receive structured results without writing custom integration code. The server automatically inspects schemas, generates the required GraphQL or REST queries, and executes them without manual mapping or bespoke development.
For advanced use cases, the API Agent includes SQL-based post-processing powered by DuckDB, enabling sorting, aggregation, and joins even when underlying services do not natively support these operations.
Idan Zalzberg, Chief Technology Officer at Agoda, said, “Many teams want to unlock internal tools for AI, but writing MCPs for each one is a major effort. API Agent takes a novel, zero-effort approach to that transformation, and to our knowledge, is the first of its kind. We’ve open-sourced it in the hope that others can benefit from the same value we’ve seen.”
The release adds to Agoda’s growing open source portfolio, which also includes its macOS virtualisation kubelet for managing macOS infrastructure at scale.
