What protocol does this generator use?

It implements the x-ms-agentic-protocol: mcp-streamable-1.0 and JSON-RPC 2.0 for standardized agentic communication.

Does it handle Power Platform schema limitations?

Yes, it automatically ensures no reference types are used and all inputs are primitive types compatible with Copilot Studio filtering.

Which files are included in the generated output?

The skill generates apiDefinition.swagger.json, apiProperties.json, script.csx, and the core MCP server code including tools and resources.

What hosting environments are supported?

The generator can target multiple host environments including Azure Functions, Express.js, and FastAPI.

Copilot Studio MCP Generator

Name: Copilot Studio MCP Generator
Author: rodolfolermacontreras

byrodolfolermacontreras

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API Development

Generates complete Model Context Protocol (MCP) server implementations optimized for seamless Microsoft Copilot Studio and Power Platform integration.

This skill automates the creation of standardized MCP servers that bridge external APIs with Microsoft Copilot Studio. It handles the complexities of the mcp-streamable-1.0 protocol and Power Platform's strict schema requirements, such as removing reference types and ensuring JSON-RPC 2.0 compliance. By generating all necessary artifacts—including Swagger definitions, C# scripts for transformations, and tool logic—it enables developers to rapidly build agentic connectors that allow Copilot agents to securely interact with enterprise data and external services.

Key Features

011 GitHub stars

02Enforces strict schema constraints required by Copilot Studio, such as avoiding reference types

03Implements the mcp-streamable-1.0 protocol for streamable HTTP communication

04Generates Power Platform compliant Swagger definitions with x-ms-agentic-protocol support

05Produces script.csx logic for custom C# request and response transformations

06Scaffolds complete MCP server code including tool registration and resource management

Use Cases

01Rapidly prototyping a Power Platform connector that supports agentic orchestration

02Bridging internal enterprise data sources with Microsoft 365 Copilot using the Model Context Protocol

03Building a custom AI agent in Copilot Studio that needs to query a legacy CRM via a REST API

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add rodolfolermacontreras/microsoft-ai-learning mcp-copilot-studio-server-generator

For use in Claude.ai and ChatGPT

Key Features

011 GitHub stars

02Enforces strict schema constraints required by Copilot Studio, such as avoiding reference types

03Implements the mcp-streamable-1.0 protocol for streamable HTTP communication

04Generates Power Platform compliant Swagger definitions with x-ms-agentic-protocol support

05Produces script.csx logic for custom C# request and response transformations

06Scaffolds complete MCP server code including tool registration and resource management

Use Cases

01Rapidly prototyping a Power Platform connector that supports agentic orchestration

02Bridging internal enterprise data sources with Microsoft 365 Copilot using the Model Context Protocol

03Building a custom AI agent in Copilot Studio that needs to query a legacy CRM via a REST API

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add rodolfolermacontreras/microsoft-ai-learning mcp-copilot-studio-server-generator

For use in Claude.ai and ChatGPT