Wrap any GCP management API as an integration server using MCP and other standards. Give AI agents standardized, discoverable tools to provision, monitor, and manage your Google Cloud infrastructure.
The Migration Agent, CLI, and Skills system work together to convert GCP REST APIs into production-ready MCP servers.
Point the Migration Agent at any GCP API — Compute Engine, Cloud Run, BigQuery, IAM. It analyzes the OpenAPI spec, suggests MCP tool mappings, and generates the server code.
Upload specs, configure mappings, and generate MCP servers from your terminal. The MigrateForce CLI handles the full lifecycle — no browser required.
Pre-built Skills teach AI agents how to use your generated MCP tools effectively — when to scale instances, how to query BigQuery, when to rotate IAM keys.
Exclude destructive endpoints from your MCP server. Expose read-only monitoring tools to agents while keeping mutation operations locked to human approval.
Generate separate MCP servers for Compute, Storage, BigQuery, and IAM — then compose them into a unified toolset that agents can orchestrate across.
All code generation happens locally. Your GCP API specs and credentials never leave your machine. Download and deploy the MCP server wherever you run your infrastructure.
Any GCP service with a REST API can become an MCP server. Here are common starting points.
Upload the OpenAPI spec for any GCP service. Google publishes Discovery docs for every API — MigrateForce converts them automatically.
Review auto-generated MCP tool names and descriptions. Exclude admin-only or destructive endpoints. Customize tool groupings.
Set your GCP project base URL and auth pattern. MigrateForce generates a complete MCP server with input validation and error handling.
Download the generated code. Deploy alongside your infrastructure. Connect to Claude Desktop, your agent framework, or any MCP client.
An MCP server gives agents the ability to call GCP APIs. A Skill teaches them when and why to use each tool. Together, they turn a generic AI assistant into a GCP-fluent infrastructure operator.
MCP Server
Generated from your GCP API spec. Defines what tools exist and how to call them.
Skill Bundle
Encodes domain knowledge — cost optimization rules, security best practices, scaling heuristics. Guides agent decision-making.
CLI Orchestration
Manage the full lifecycle from your terminal — generate, test, deploy, update.
Upload a GCP API spec and generate your first MCP server in minutes.