Vortexify

These guides are starting points for implementing source integrations. They describe what a source is, useful dataset/table families, access prerequisites, dependencies, and examples that a person or coding agent can adapt. Choose the closest pattern and adjust it to the requested dataset and the customer's actual API or database contract.

A guide's data overview is broader than its worked example. A sample resource demonstrates an approach; it does not promise every source table, a production connector, or credentialed verification.

Start here

Custom API provides a full Connector/Sync starting point, schemas, cursor pagination, independent preview, and CLI commands.
Give an agent source documentation explains document uploads, CLI previews, and how custom agents can search their own attached documents.
Python connector and sync contracts and CLI workflow describe the shared implementation contracts.
Dependencies groups requirements.in declarations and driver prerequisites.
Structured catalog maintains identities, descriptions, vendor domains, types, business categories, example kinds, and dependency declarations.
Scope and deferred targets explains exclusions from the supplied target list.

How it fits the platform

A guide supplies source code and extraction patterns. The platform stores the saved connector and sync definitions, validates separately supplied configuration, runs extraction, and publishes tables. A discovered source dataset and an ingested Vortexify table are different stages.

After a run, the connector Tables view groups its outputs, and a sync's Runs & logs shows ingestion history. Each table offers Data, Schema, and Relationships for the selected publication. Follow Bring in data for configuration, readiness, and the current controls available to a coding agent.

How to use an example

A coding agent should read the source overview, select a dataset and its row meaning, then inspect the worked example and linked vendor reference. Adapt authentication, request/query shape, output columns, continuation, and rate limits deliberately. Use the generic API guide for shared SDK structure and the closest vendor/driver guide for the source-specific read.

The collection has 187 guides from the 200-target list, plus the Custom API guide. The other 13 targets remain in the catalog with deferral reasons. Example kinds describe what an agent can reuse:

Example	What it provides
SDK starting point	Connector and Sync source showing the SDK lifecycle for one worked resource.
Read pattern	A concrete source request, query, driver iterator, or report reader to incorporate into a sync. Its page/query/filter scope is stated.
Request recipe	A read/query execution and row-shaping pattern with explicit inputs to fill from the deployment or product documentation.

Examples may cover a bounded page, query, or inventory. Extend the stated scope when the requested sync needs more data. Static checks and representative mocked checks help validate the code; they do not establish live vendor access or successful platform ingestion.

ERP & Operations

Connector	Example	Dependencies
SAP S/4HANA Cloud	Read pattern	requirements.in
SAP Business One	Read pattern	requirements.in
Microsoft Dynamics Business Central	Read pattern	requirements.in
NetSuite	Read pattern	requirements.in
Odoo	Read pattern	requirements.in
ERPNext	Read pattern	requirements.in
Acumatica	Read pattern	requirements.in
Sage Intacct	Request recipe	requirements.in
Sage X3	Request recipe	requirements.in
MaintainX	Read pattern	requirements.in
Samsara	Read pattern	requirements.in
Procore	Read pattern	requirements.in
Celonis EMS	Request recipe	requirements.in
ConnectWise PSA	Read pattern	requirements.in
Cin7 Core	Read pattern	requirements.in
Megaventory	Read pattern	requirements.in
Zenventory	Request recipe	requirements.in
SafetyCulture (iAuditor)	SDK starting point	requirements.in
Sage 200	Request recipe	requirements.in
Sage CRM	Request recipe	requirements.in
Connecteam	Read pattern	requirements.in
Agiliron	Request recipe	requirements.in
AroFlo	Request recipe	requirements.in
Snipe-IT	Read pattern	requirements.in

CRM & Sales

Connector	Example	Dependencies
Salesforce	SDK starting point	requirements.in
HubSpot	SDK starting point	requirements.in
Zoho CRM	Read pattern	requirements.in
Freshsales	SDK starting point	requirements.in
Attio	Read pattern	requirements.in
Close	SDK starting point	requirements.in
Apollo	Read pattern	requirements.in
Gong	SDK starting point	requirements.in
Salesloft	Read pattern	requirements.in
Outreach	Read pattern	requirements.in
Affinity	Read pattern	requirements.in
Copper	SDK starting point	requirements.in
Insightly	Read pattern	requirements.in
ZoomInfo	Request recipe	requirements.in
Hunter	Read pattern	requirements.in
Lusha	Request recipe	requirements.in
Follow Up Boss	Read pattern	requirements.in
HighLevel	Request recipe	requirements.in

Finance & Payments

Connector	Example	Dependencies
QuickBooks	SDK starting point	requirements.in
Stripe	SDK starting point	requirements.in
Ramp	Read pattern	requirements.in
Expensify	Request recipe	requirements.in
Plaid	Read pattern	requirements.in
Adyen	Read pattern	requirements.in
Chargebee	SDK starting point	requirements.in
Wise	Read pattern	requirements.in
Codat	Read pattern	requirements.in
Invoiced	SDK starting point	requirements.in
Braintree	Read pattern	requirements.in
BlueSnap	Request recipe	requirements.in
TaxJar	Read pattern	requirements.in
Invoice Ninja	SDK starting point	requirements.in
ChargeOver	Read pattern	requirements.in

Commerce & Fulfillment

Connector	Example	Dependencies
Shopify	SDK starting point	requirements.in
WooCommerce	SDK starting point	requirements.in
BigCommerce	SDK starting point	requirements.in
ShipStation	SDK starting point	requirements.in
AfterShip	Read pattern	requirements.in
Recharge	Read pattern	requirements.in
EasyPost	SDK starting point	requirements.in
Unleashed Software	Read pattern	requirements.in
Ecwid	Read pattern	requirements.in
BaseLinker	Read pattern	requirements.in
Channable	Request recipe	requirements.in
DHL	Read pattern	requirements.in
Signifyd	Request recipe	requirements.in

Workplace & Collaboration

Connector	Example	Dependencies
Google Drive	SDK starting point	requirements.in
Dropbox	Read pattern	requirements.in
OneDrive	Read pattern	requirements.in
SharePoint	Read pattern	requirements.in
Google Sheets	SDK starting point	requirements.in
Google Docs	Read pattern	requirements.in
Google Calendar	SDK starting point	requirements.in
Outlook	SDK starting point	requirements.in
Notion	SDK starting point	requirements.in
Confluence	SDK starting point	requirements.in
Jira	SDK starting point	requirements.in
monday.com	SDK starting point	requirements.in
Linear	SDK starting point	requirements.in
DocuSign	Read pattern	requirements.in
Retool	Request recipe	requirements.in
Coda	SDK starting point	requirements.in
AppSheet	Read pattern	requirements.in
Formstack	Read pattern	requirements.in
Guru	SDK starting point	requirements.in
ClickTime	Request recipe	requirements.in
Clockify	SDK starting point	requirements.in
Cal.com	SDK starting point	requirements.in
Smartsheet Resource Management	Read pattern	requirements.in
Slack Bot API	Read pattern	requirements.in

Support & Communications

Connector	Example	Dependencies
Zendesk	SDK starting point	requirements.in
Intercom	SDK starting point	requirements.in
Freshdesk	SDK starting point	requirements.in
Freshservice	SDK starting point	requirements.in
Twilio	SDK starting point	requirements.in
Gmail	Read pattern	requirements.in
Gainsight	SDK starting point	requirements.in
Help Scout	SDK starting point	requirements.in
Canny	Read pattern	requirements.in
Crisp	Read pattern	requirements.in
Freshchat	SDK starting point	requirements.in
Amazon SES	Read pattern	requirements.in
Mailgun	Read pattern	requirements.in
Postmark	SDK starting point	requirements.in
Twilio SendGrid	SDK starting point	requirements.in
Bandwidth	Read pattern	requirements.in
Discord Bot	Read pattern	requirements.in

Marketing & Product Analytics

Connector	Example	Dependencies
Google Analytics	SDK starting point	requirements.in
Google Ads	SDK starting point	requirements.in
Google Search Console	SDK starting point	requirements.in
Meta Marketing API	SDK starting point	requirements.in
LinkedIn Ads	SDK starting point	requirements.in
Mailchimp	SDK starting point	requirements.in
Klaviyo	SDK starting point	requirements.in
ActiveCampaign	SDK starting point	requirements.in
Marketo	Read pattern	requirements.in
Segment	SDK starting point	requirements.in
Mixpanel	Read pattern	requirements.in
Amplitude	SDK starting point	requirements.in
Braze	SDK starting point	requirements.in
Customer.io	Read pattern	requirements.in
AppsFlyer	Read pattern	requirements.in
Airship	Read pattern	requirements.in
Fullstory	SDK starting point	requirements.in
Heap	Read pattern	requirements.in
PostHog	Read pattern	requirements.in
Pendo	SDK starting point	requirements.in
CleverTap	Request recipe	requirements.in
Salesforce Marketing Cloud	Request recipe	requirements.in
Contentful	Read pattern	requirements.in

Databases & Analytics

Connector	Example	Dependencies
PostgreSQL	SDK starting point	requirements.in
MySQL	SDK starting point	requirements.in
Microsoft SQL Server	Read pattern	requirements.in
MongoDB	SDK starting point	requirements.in
Microsoft Azure SQL Database	Read pattern	requirements.in
Snowflake	SDK starting point	requirements.in
Google BigQuery	SDK starting point	requirements.in
Amazon Redshift	Read pattern	requirements.in
Databricks	Read pattern	requirements.in
Amazon Athena	Read pattern	requirements.in
Supabase	Read pattern	requirements.in
Azure Cosmos DB	Read pattern	requirements.in
Metabase	Read pattern	requirements.in
Microsoft Power BI	Read pattern	requirements.in
Neo4j AuraDB	Read pattern	requirements.in
TimescaleDB	Read pattern	requirements.in
Neon Postgres	Read pattern	requirements.in
InfluxDB Cloud	Read pattern	requirements.in
Grafana	SDK starting point	requirements.in
Hasura	Read pattern	requirements.in
Baserow	Read pattern	requirements.in
Weaviate	Read pattern	requirements.in

Cloud & Developer

Connector	Example	Dependencies
AWS	Read pattern	requirements.in
Google Cloud	Read pattern	requirements.in
Cloudflare	Read pattern	requirements.in
GitHub	SDK starting point	requirements.in
Datadog	SDK starting point	requirements.in
dbt Cloud	SDK starting point	requirements.in
Sentry	SDK starting point	requirements.in
CircleCI	SDK starting point	requirements.in
LaunchDarkly	SDK starting point	requirements.in
Clerk	Read pattern	requirements.in
Vercel	SDK starting point	requirements.in
Cloudinary	Read pattern	requirements.in
Firebase Admin	Read pattern	requirements.in
DigitalOcean Spaces	Read pattern	requirements.in
Docker Engine	Read pattern	requirements.in
Cloudflare R2	Read pattern	requirements.in

HR & People

Connector	Example	Dependencies
BambooHR	SDK starting point	requirements.in
Rippling	Read pattern	requirements.in
Greenhouse	SDK starting point	requirements.in
Ashby	SDK starting point	requirements.in
Remote	Read pattern	requirements.in
15Five	Read pattern	requirements.in
ChartHop	Request recipe	requirements.in
Factorial	Request recipe	requirements.in
Gem	Request recipe	requirements.in
Tellent Recruitee	SDK starting point	requirements.in

AI & Automation

Connector	Example	Dependencies
Pinecone	Read pattern	requirements.in
Hugging Face	Read pattern	requirements.in
n8n	SDK starting point	requirements.in

Forms & Feedback

Connector	Example	Dependencies
Jotform	Read pattern	requirements.in
Alchemer	Read pattern	requirements.in

Custom integrations

Connector	Example	Dependencies
Custom API	SDK starting point	requirements.in

Connector guides

Start here

How it fits the platform

How to use an example

ERP & Operations

CRM & Sales

Finance & Payments

Commerce & Fulfillment

Workplace & Collaboration

Support & Communications

Marketing & Product Analytics

Databases & Analytics

Cloud & Developer

HR & People

AI & Automation

Forms & Feedback

Custom integrations

On this page

Connector guides

Start hereCopy Anchor Link

How it fits the platformCopy Anchor Link

How to use an exampleCopy Anchor Link

ERP & OperationsCopy Anchor Link

CRM & SalesCopy Anchor Link

Finance & PaymentsCopy Anchor Link

Commerce & FulfillmentCopy Anchor Link

Workplace & CollaborationCopy Anchor Link

Support & CommunicationsCopy Anchor Link

Marketing & Product AnalyticsCopy Anchor Link

Databases & AnalyticsCopy Anchor Link

Cloud & DeveloperCopy Anchor Link

HR & PeopleCopy Anchor Link

AI & AutomationCopy Anchor Link

Forms & FeedbackCopy Anchor Link

Custom integrationsCopy Anchor Link

On this page

Start here

How it fits the platform

How to use an example

ERP & Operations

CRM & Sales

Finance & Payments

Commerce & Fulfillment

Workplace & Collaboration

Support & Communications

Marketing & Product Analytics

Databases & Analytics

Cloud & Developer

HR & People

AI & Automation

Forms & Feedback

Custom integrations