Make vs Dograh
Dograh is a specialized alternative, not a like-for-like Make replacement. Choose Dograh for self-hosted, source-customizable voice-agent workflows with telephony, bring-your-own model providers, and MCP support. Choose Make for broad cross-application automation, a large pre-built integration catalog, templates, and documented enterprise controls. Migrating makes sense only when voice automation and infrastructure2.
Decision guide
The practical reasons to choose either option, based on documented capabilities.
Choose Dograh if
- Teams building inbound or outbound voice agents with visual call flows
- Organizations requiring Docker-based self-hosting on their own infrastructure
- Developers needing Python or Node SDKs and source-level customization of provider integrationsinfrastructure control matter more than Make’s general-purpose automation coverage.
Stay with Make if
- Workflows depend on Make’s more than 3,000 pre-built application integrations; comparable breadth is not documented for Dograh.
- Teams need general-purpose cross-application orchestration rather than voice-agent workflows.
- Organizations require documented SSO, encryption, GDPR, SOC 3, or SOC 2 Type II coverage; equivalent controls or attestations are not supplied for DograhMCP users who want coding assistants to inspect, create, and edit
Deployment and operations
Dograh is licensed under BSD 2-Clause and offers both self-hosted and managed-cloud deployment. Self-hosting uses Docker Compose through a provided startup script; remote-server Docker instructions with HTTPS are referenced. Initial startup may take two to three minutes to download images. Anonymous usage telemetry is enabled by default but can be disabled with ENABLE_TELEMETRY=false. Operators are responsible for maintaining a self-hosted deployment; no Kubernetes deployment is documented in 3,
Feature fit
What Dograh covers
- Visual workflow building
- AI-agent creation and deployment
- MCP-assisted workflow editing
- Webhook and tool-based integrations
- Prompt and code-oriented workflow control
What’s different or missing
- Broad general-purpose app automation
- 3,000-plus pre-built app connectors
- Documented workflow template library
- Documented SSO and compliance attestations
- Documented organization-wide workflow scaling and oversight
Project snapshot
- GitHub stars
- 5,353
- Contributors
- 59
- Language
- Python
- Last commit
- Aug 14, 2026
- Latest release
- Aug 11, 2026
Categories: Workflow Automation
Sources and editorial review12 linked sources
Public documentation supports this comparison. Automation assists collection and classification; editorial standards and corrections remain the responsibility of Kris.
Open source voice AI platform... with a visual workflow builder, MCP native and telephony support.
repository description · github.comThe open-source, self-hostable alternative to Vapi & Retell — build production voice agents with a visual workflow builder
readme · github.comVisual workflow builder with start nodes, agent nodes, global instructions, tools, transitions, and end-call outcomes
readme · github.comBuilt-in telephony integrations including Twilio, Vonage, Telnyx, Plivo, Vobiz, Cloudonix, and Asterisk ARI
readme · github.comOne-command Docker setup for self-hosting
readme · github.comOpen source voice AI platform. Self-hosted alternative to Vapi and Retell. On Prem, BYOK across Speech to Speech or LLM/STT/TTS, with a visual workflow builder, MCP native and telephony support.
verdict · github.comDograh AI is licensed under the [BSD 2-Clause License](LICENSE)- the same license as projects that were used in building Dograh AI, ensuring compatibility and freedom to use, modify, and distribute.
deployment · github.comFirst startup may take 2-3 minutes to download all images. Once running, open http://localhost:3010 to create your first AI voice assistant!
deployment · github.comWe collect anonymous usage data to improve the product. You can opt out by setting `ENABLE_TELEMETRY=false` before running the startup script.
deployment · github.comVisual workflow builder with start nodes, agent nodes, global instructions, tools, transitions, and end-call outcomes
shared feature · github.comBuilt-in telephony integrations including Twilio, Vonage, Telnyx, Plivo, Vobiz, Cloudonix, and Asterisk ARI
best for · github.comPython and Node SDKs for programmatic agent creation and outbound calls
best for · github.com
