cognizonline/make-automation-toolkit
A professional Python SDK and reference guide for deploying, managing, and orchestrating Make.com automations via the REST API and MCP Server.
Platform-specific configuration:
{
"mcpServers": {
"make-automation-toolkit": {
"command": "npx",
"args": [
"-y",
"make-automation-toolkit"
]
}
}
}Add the config above to .claude/settings.json under the mcpServers key.
> A professional Python SDK and reference guide for deploying, managing, and orchestrating Make.com automations — including REST API, MCP Server, and AI Agents.
[](https://github.com/cognizonline/make-automation-toolkit/actions) [](https://www.python.org) [](https://make.com) [](LICENSE)
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https://github.com/cognizonline/make-automation-toolkit/assets/make_skills.mp4
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Make.com is a no-code automation platform. This toolkit exposes its full power as code — letting engineers:
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| Capability | Description | |---|---| | Scenario SDK | Create, update, activate, run, and monitor scenarios programmatically | | Blueprint system | Version-controlled JSON blueprints for reproducible deployments | | Data stores | Full CRUD API for typed key-value storage with schema validation | | Webhooks | Create and manage inbound webhook triggers with HMAC auth | | AI Agents | Deploy LLM agents that call your scenarios as tools | | MCP integration | Expose on-demand scenarios to Claude, Cursor, and any MCP client | | Retry logic | Exponential backoff with rate-limit awareness baked in | | CI pipeline | GitHub Actions validates blueprints and lints on every push |
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make-automation-toolkit/
├── src/
│ ├── make_client.py # MakeClient + MakeDeployer SDK
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