mcp-copilot-studio-server-generator
Generate a complete MCP server implementation optimized for Copilot Studio integration with proper schema constraints and streamable HTTP support
- Installs
- 8.7K
- Last 24h
- —
- Trending rank
- —
- Security
- Warn
Install
Works with every agent the skills CLI supports.
npx skills add https://github.com/github/awesome-copilot --skill mcp-copilot-studio-server-generator- 01
Install
Run the command in your project. The CLI asks which agents to install for.
- 02
Describe the task
Ask your agent for something this skill covers. It loads mcp-copilot-studio-server-generator automatically when relevant.
- 03
Review the result
The agent follows the SKILL.md steps, scripts and references bundled with the skill.
Security audits
Independent scans of the skill's instructions and bundled files.
SKILL.md
The instructions your agent reads when the skill is triggered.
Power Platform MCP Connector Generator
Generate a complete Power Platform custom connector with Model Context Protocol (MCP) integration for Microsoft Copilot Studio. This prompt creates all necessary files following Power Platform connector standards with MCP streamable HTTP support.
Instructions
Create a complete MCP server implementation that:
-
Uses Copilot Studio MCP Pattern:
- Implement
x-ms-agentic-protocol: mcp-streamable-1.0 - Support JSON-RPC 2.0 communication protocol
- Provide streamable HTTP endpoint at
/mcp - Follow Power Platform connector structure
- Implement
-
Schema Compliance Requirements:
- NO reference types in tool inputs/outputs (filtered by Copilot Studio)
- Single type values only (not arrays of multiple types)
- Avoid enum inputs (interpreted as string, not enum)
- Use primitive types: string, number, integer, boolean, array, object
- Ensure all endpoints return full URIs
-
MCP Components to Include:
- Tools: Functions for the language model to call (✅ Supported in Copilot Studio)
- Resources: File-like data outputs from tools (✅ Supported in Copilot Studio - must be tool outputs to be accessible)
- Prompts: Predefined templates for specific tasks (❌ Not yet supported in Copilot Studio)
-
Implementation Structure:
/apiDefinition.swagger.json (Power Platform connector schema) /apiProperties.json (Connector metadata and configuration) /script.csx (Custom code transformations and logic) /server/ (MCP server implementation) /tools/ (Individual MCP tools) /resources/ (MCP resource handlers)
Context Variables
- Server Purpose: [Describe what the MCP server should accomplish]
- Tools Needed: [List of specific tools to implement]
- Resources: [Types of resources to provide]
- Authentication: [Auth method: none, api-key, oauth2]
- Host Environment: [Azure Function, Express.js, FastAPI, etc.]
- Target APIs: [External APIs to integrate with]
Expected Output
Generate:
-
apiDefinition.swagger.json with:
- Proper
x-ms-agentic-protocol: mcp-streamable-1.0 - MCP endpoint at POST
/mcp - Compliant schema definitions (no reference types)
- McpResponse and McpErrorResponse definitions
- Proper
-
apiProperties.json with:
- Connector metadata and branding
- Authentication configuration
- Policy templates if needed
-
script.csx with:
- Custom C# code for request/response transformations
- MCP JSON-RPC message handling logic
- Data validation and processing functions
- Error handling and logging capabilities
-
MCP Server Code with:
- JSON-RPC 2.0 request handler
- Tool registration and execution
- Resource management (as tool outputs)
- Proper error handling
- Copilot Studio compatibility checks
-
Individual Tools that:
- Accept only primitive type inputs
- Return structured outputs
- Include resources as outputs when needed
- Provide clear descriptions for Copilot Studio
-
Deployment Configuration for:
- Power Platform environment
- Copilot Studio agent integration
- Testing and validation
Validation Checklist
Ensure generated code:
- No reference types in schemas
- All type fields are single types
- Enum handling via string with validation
- Resources available through tool outputs
- Full URI endpoints
- JSON-RPC 2.0 compliance
- Proper x-ms-agentic-protocol header
- McpResponse/McpErrorResponse schemas
- Clear tool descriptions for Copilot Studio
- Generative Orchestration compatible
Example Usage
Server Purpose: Customer data management and analysis
Tools Needed:
- searchCustomers
- getCustomerDetails
- analyzeCustomerTrends
Resources:
- Customer profiles
- Analysis reports
Authentication: oauth2
Host Environment: Azure Function
Target APIs: CRM System REST API
FAQ
What does the mcp-copilot-studio-server-generator skill do?
Generate a complete MCP server implementation optimized for Copilot Studio integration with proper schema constraints and streamable HTTP support
How do I install mcp-copilot-studio-server-generator?
Run npx skills add https://github.com/github/awesome-copilot --skill mcp-copilot-studio-server-generator in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/mcp-copilot-studio-server-generator/ (personal) or .claude/skills/mcp-copilot-studio-server-generator/ (project).
Which AI agents can use mcp-copilot-studio-server-generator?
Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.
Is mcp-copilot-studio-server-generator safe to install?
Security partners have reviewed it: Gen Agent Trust Hub passed; Socket passed; Snyk passed; Runlayer flagged items to review; ZeroLeaks passed. As with any skill, read the SKILL.md and bundled scripts before installing.
Who maintains mcp-copilot-studio-server-generator?
It is published by github in github/awesome-copilot, and it is an official skill from the maker of the technology it covers. It has 8,667 recorded installs.
More from github/awesome-copilot
git-commit
github/awesome-copilot
Use this skill when the user wants to make a Git commit or split changes into more than one commit. Also use it when the user types "/commit" or asks for a conventional commit. The skill examines the diff, stages the related files, writes a Conventional Commits message, and runs git commit. Do not use it when the user wants only a commit message and no commit. Do not use it to push, open a pull request, rebase, or change the commit history.
excalidraw-diagram-generator
github/awesome-copilot
Generate Excalidraw diagrams from natural language descriptions. Use when asked to "create a diagram", "make a flowchart", "visualize a process", "draw a system architecture", "create a mind map", or "generate an Excalidraw file". Supports flowcharts, relationship diagrams, mind maps, and system architecture diagrams. Outputs .excalidraw JSON files that can be opened directly in Excalidraw.
multi-stage-dockerfile
github/awesome-copilot
Create optimized multi-stage Dockerfiles for any language or framework
documentation-writer
github/awesome-copilot
Diátaxis Documentation Expert. An expert technical writer specializing in creating high-quality software documentation, guided by the principles and structure of the Diátaxis technical documentation authoring framework.
prd
github/awesome-copilot
Generate high-quality Product Requirements Documents (PRDs) for software systems and AI-powered features. Includes executive summaries, user stories, technical specifications, and risk analysis.
refactor
github/awesome-copilot
Surgical code refactoring to improve maintainability without changing behavior. Covers extracting functions, renaming variables, breaking down god functions, improving type safety, eliminating code smells, and applying design patterns. Less drastic than repo-rebuilder; use for gradual improvements.
Popular backend & apis skills
find-skills
vercel-labs/skills
Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.
entra-app-registration
microsoft/azure-skills
Guides Microsoft Entra ID app registration, OAuth 2.0 authentication, and MSAL integration. USE FOR: create app registration, register Azure AD app, configure OAuth, set up authentication, add API permissions, generate service principal, MSAL example, console app auth, Entra ID setup, Azure AD authentication. DO NOT USE FOR: Key Vault secrets (use azure-keyvault-expiration-audit), general Azure resource security guidance.
google-agents-cli-adk-code
google/agents-cli
This skill should be used when the user wants to "write agent code", "build an agent with ADK", "add a tool", "create a callback", "define an agent", "use state management" — in a project that needs ADK (Agent Development Kit) API patterns and code examples. It provides a quick reference for agent types, tool definitions, orchestration patterns, callbacks, state management, the graph Workflow API, and reference recipes to study. Do NOT use for scaffolding (use google-agents-cli-scaffold) or deployment (use google-agents-cli-deploy).
embedded-captions
heygen-com/hyperframes
Add captions or subtitles to an existing single-subject talking-head video without editing the footage. Use for plain verbatim captions, cinematic captions embedded behind the subject, VFX captions, “炸/特效/酷炫字幕,” or a named identity from the 35-style catalog. Route by visual identity, not by backend engine. The quiet anchor rail is the default; embed every word only when the user explicitly wants a fully cinematic treatment. The workflow runs locally end to end, including transcription and subject matting; split multi-shot footage before applying it.
entra-agent-id
microsoft/azure-skills
Provision Microsoft Entra Agent Identity Blueprints, BlueprintPrincipals, and per-instance Agent Identities via Microsoft Graph, and configure OAuth 2.0 token exchange (fmipath, OBO, cross-tenant) including the Microsoft Entra SDK for AgentID sidecar. USE FOR: Agent Identity Blueprint, BlueprintPrincipal, agent OAuth, fmipath token exchange, agent OBO, Workload Identity Federation for agents, polyglot agent auth, Microsoft.Identity.Web.AgentIdentities. DO NOT USE FOR: standard Entra app registration (use entra-app-registration), Microsoft Foundry agent authoring (use microsoft-foundry).
neon
neondatabase/agent-skills
Overview of Neon, a complete set of cloud backend primitives around Lakebase Postgres: Auth, Object Storage, Functions, the AI Gateway, and Realtime. Start here to choose Neon for undecided login, files, APIs, and LLM calls, set up the CLI or MCP server, and follow the branch-first workflow. Use when building an app or backend on Neon, or when "Neon" or "Lakebase Postgres" is mentioned. Child skill neon-postgres wins for an existing DATABASEURL, SQL, schema, inspect, or search. Child skill neon-auth wins for login, users, sessions, identity routing, and Managed Better Auth setup. Child skill neon-realtime wins for live queries in reactive apps and agents. Also use for object storage, S3, buckets, serverless functions, function triggers, cron, AI gateway, LLM calls, realtime, logs, Loki, Grafana, observability, postgres, database, backend, Claimable Neon, neon.new, or a no-signup database.