Coherence is an agentic customer operations platform that connects CRM data, email, campaigns, websites, workflows, and AI agents in one shared context. It is operated by Brightyard, Inc.

How is Coherence different from a traditional CRM?

CRM is Coherence's shared data foundation, not the product boundary. Coherence connects flexible XRM-style records to email, campaigns, websites, workflows, and agents so teams can run the customer lifecycle from one context.

Does Coherence have an API and MCP server for agents?

Yes. Coherence publishes an OpenAPI 3.1 spec at https://getcoherence.io/openapi.json and ships an official MCP server (@coherenceos/mcp-server) so AI agents can read and write workspace data and delegate tasks to the Nash agent.

How much does Coherence cost?

Coherence has a free tier (no credit card required), plus Starter at $12, Pro at $29, and Team at $79 per user per month.

Integrations · Developer Tools · Productivity

Connect Dumpling AI to Coherence.

Name: Coherence
Brand: Coherence
Rating: 4.8 (50 reviews)

Transform unstructured website content into clean, AI-ready data. 7 actions can run inside a Coherence workflow.

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A Coherence record changes

Web Search

A Coherence workflow runs

Search News

TRIGGERS AND ACTIONS

Everything Dumpling AI can do in a workflow.

Actions are the steps a workflow can run in Dumpling AI. Start the workflow from a Coherence record or another app.

Actions · 7Web SearchSearch NewsGenerate ImageScrape WebsiteCrawl WebsiteExtract Document DataCustom API CallCustom API Call: Make a custom API call to a specific endpoint.

Names as listed in the automation catalog Coherence workflows use.

WORKFLOW IDEAS

What you can automate with Dumpling AI.

Starting points for a workflow. Choose the exact fields, conditions, and records it updates.

Act in Dumpling AI from a Coherence workflowUse a change in Coherence to run a supported Dumpling AI action, so the next step follows the record instead of relying on someone to copy it.

Starts with · A Coherence record or workflow changes

Finishes with · Web Search
or Search News

Connect Dumpling AI to the wider customer workflowCombine Dumpling AI with another integration and Coherence records to connect product and engineering activity to the customers and work it affects.

Starts with · A Coherence workflow starts

Finishes with · Web Search, then preserve the outcome in Coherence
or Search News

SET UP

How to connect Dumpling AI.

The exact authentication fields depend on Dumpling AI. The workflow structure stays straightforward.

1Connect the accountAuthorize the Dumpling AI account and permissions the workflow needs.

2Choose a supported stepSelect one of the current triggers or actions listed above and map its fields.

3Test with a real recordRun a small test, inspect the result in both systems, and only then enable the workflow.

Apps for the same workflow.

Apps that share a category with Dumpling AI or provide a complementary trigger or action.

CloudConvertDeveloper Tools · Productivity3 triggers · 7 actions

HedyProductivity · Developer Tools5 triggers · 19 actions

Base44Developer Tools · Productivity1 trigger · 3 actions

Fellow.aiDeveloper Tools · Productivity1 trigger · 2 actions

LeexiDeveloper Tools · Productivity1 trigger · 2 actions

PresentonDeveloper Tools · Productivity1 trigger · 2 actions

QUESTIONS

Dumpling AI integration questions.

What can I automate with the Dumpling AI integration?

Dumpling AI currently provides 7 actions a workflow can run. Use those building blocks to connect product and engineering activity to the customers and work it affects.

How many Dumpling AI triggers and actions are available?

Dumpling AI currently lists 0 triggers and 7 actions, each named on this page. The list is read from the automation catalog Coherence workflows use, so review those names before building a workflow.

Can Dumpling AI connect to other apps through Coherence?

Yes. A workflow can combine supported Dumpling AI triggers or actions with Coherence records and other available integrations. The exact flow depends on the authentication, permissions, triggers, and actions exposed by each connected app.

Do I need to write code to connect Dumpling AI?

The listed triggers and actions are designed for visual workflows. If the pre-built integration does not expose a capability you need, HTTP and webhook steps can cover APIs that your team is authorized to use.

Ready to connect Dumpling AI?

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Free plan · No credit card