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Documentation

Guides, use cases & API reference

  • Overview
    • Getting Started
    • Platform Overview
  • Features
    • Features Overview
    • AI Assistant
    • Workflow Automation
    • Intelligent Memory
    • Data Management
    • Universal Integrations
    • Communication Channels
    • Collective Agent Memory (CAML)
    • Security & Control
  • Use Cases Overview
  • Financial Services
  • Fraud Detection
  • Supply Chain
  • Technical Support
  • Software Development
  • Smart ETL
  • Data Governance
  • ESG Reporting
  • TAC Management
  • Reference
    • API Reference
  • Guides
    • Getting Started
    • Authentication
  • Endpoints
    • Workflows API
    • Tools API
    • KDL (Data Lake) API
    • OpenAI-Compatible API
    • A2A Protocol
    • Skills API
    • Knowledge Base (RAG) API
    • Communication Channels
    • DSL Import API
Release Notes

Universal Integrations

Connect Your Entire Digital Ecosystem

Kaman's integration capabilities allow you to connect virtually any system, database, or service into a unified operational platform. With 89+ MCP data connectors and 14 communication channels, you can break down silos, automate cross-system processes, and maintain a single source of truth across your technology landscape.


Integration Architecture

Key Principles:

  • Connect Once - Set up integrations one time, use everywhere
  • Real-Time Sync - Changes flow automatically as they happen
  • Bidirectional - Read from and write to connected systems
  • Secure - Enterprise-grade credential management

MCP Data Connectors (89+)

Database Connectors

Connect to all major database platforms with full CRUD, schema detection, and synchronization:

DatabaseCapabilities
PostgreSQLFull CRUD, CDC, transactions, change capture
MySQLFull CRUD, polling sync, schema detection
MongoDBDocuments, change streams, aggregation
OracleEnterprise integration, PL/SQL support
SQL ServerFull integration, CDC, stored procedures
IBM DB2Enterprise connectivity, mainframe support
SAP HANAIn-memory analytics, real-time queries
SybaseASE/SAP ASE legacy system support
DynamoDBAWS NoSQL, query, scan, CRUD
ElasticsearchFull-text search, analytics, CRUD
WeaviateVector search, semantic queries
FirebaseFirestore, Realtime Database, Authentication
SupabaseDatabase CRUD, auth, storage

Database Features:

  • Automatic schema detection
  • Incremental synchronization
  • Query push-down for performance
  • Connection pooling and failover
  • Transaction support
  • Vector and full-text search (Weaviate, Elasticsearch)

CRM & Sales

ServiceCapabilities
SalesforceAccounts, contacts, opportunities, custom objects, SOQL
HubSpotContacts, companies, deals, tickets, marketing emails
Zoho CRMLeads, contacts, accounts, deals, tasks, notes
PipedriveDeals, persons, organizations, pipelines, activities, search
FreshdeskTickets, contacts, agents, companies, conversations
IntercomContacts, conversations, messages, tags, segments

ERP & Business Operations

ServiceCapabilities
SAP ODataV2/V4 with dynamic entity discovery, $metadata parsing, full CRUD
SAP APIREST/BAPI APIs, gateway catalog discovery, business partners, materials, sales orders
Oracle NetSuiteSuiteQL queries, REST Record API, dynamic record discovery
ERPNextCustomers, sales orders, purchase orders, invoices, items, stock, employees, suppliers
OdooPartners, sales, purchases, invoices, products, inventory, employees
ServiceNowIncidents, requests, assets, workflows

Project Management

ServiceCapabilities
JiraIssues, projects, boards, sprints, workflows
AsanaProjects, tasks, sections, comments, tags
Monday.comBoards, items, groups, updates, workspaces
ClickUpTasks, spaces, folders, lists, comments, tags, time tracking
TrelloBoards, lists, cards, comments, labels, members
BasecampProjects, to-dos, messages, campfires, people
TodoistProjects, tasks, comments, labels
ClockifyTime tracking, projects, workspaces, tags
CalendlyEvent types, scheduled events, invitees, scheduling links

Communication & Messaging

ServiceCapabilities
TwilioSMS, voice calls, WhatsApp, phone numbers, recordings, verification
TelegramBot API: messages, chats, webhooks, media
DiscordWebhook-based notifications and bot integration
SendGridEmail sending, contacts, templates, campaigns, stats
BrevoEmail campaigns, contacts, lists, senders, statistics
MailchimpLists, campaigns, subscribers, templates, analytics

Google Suite

ServiceCapabilities
Google (Gmail + Drive)Gmail read/send, Drive files, Cloud Pub/Sub
Google DriveFiles, folders, permissions, storage management
Google SheetsRead, write, append, manage spreadsheets
Google AdsCampaigns, ad groups, keywords, performance reports
Google AnalyticsGA4 reports, real-time data, audience, conversions

Microsoft & Office

ServiceCapabilities
OutlookPersonal and organization email with webhook support
OneDriveFiles, folders, sharing, storage management
SharePointSites, document libraries, lists, file management

Zoho Suite

ServiceCapabilities
Zoho CRMLeads, contacts, accounts, deals, tasks, notes
Zoho BooksInvoices, bills, contacts, chart of accounts
Zoho PeopleEmployees, attendance, leaves, timesheets
Zoho POSSales, inventory, customer management

E-Commerce

ServiceCapabilities
ShopifyProducts, orders, customers, inventory, analytics
WooCommerceProducts, orders, customers, categories, coupons, reports
EtsyShops, listings, orders, reviews, shipping
SquareLocations, customers, payments, orders, catalog, invoices, refunds

Payments & Fintech

ServiceCapabilities
StripeCustomers, payments, subscriptions, invoices, products
PayPalOrders, payments, invoices, products, subscriptions
RazorpayOrders, payments, refunds, customers, invoices, subscriptions, settlements
PlaidBank accounts, transactions, balances, identity, institutions
InstamojoPayment requests, payments, refunds, payouts, payment links
PabblySubscription billing: customers, plans, subscriptions, invoices
CoinDCXMarket data, trading, balances, order management
ZerodhaKite Connect: portfolio, orders, quotes, historical data
QuickBooks OnlineInvoices, customers, payments, items, accounts, reports
XeroContacts, invoices, accounts, payments, reports

Social Media & Marketing

ServiceCapabilities
Meta (Facebook + Instagram)Pages, Instagram Business, ad insights
Twitter/XTweets, search, users, lists, analytics
LinkedInProfiles, posts, companies, messaging
RedditSearch posts, subreddits, comments, submit content

Content Management

ServiceCapabilities
WordPressPosts, pages, media, users, comments via REST API
StrapiContent types, entries, media management (headless CMS)
ConfluenceSpaces, pages, content, HTML-to-text parsing
NotionPages, databases, blocks, users, comments

Knowledge & Collaboration

ServiceCapabilities
AirtableBases, tables, records, fields, webhooks
Google SheetsSpreadsheet data access with per-sheet resources
DropboxFiles, folders, sharing, account management

Code & DevOps

ConnectorFeatures
GitHubRepos, issues, PRs, code parsing for AI memory
GitLabProjects, MRs, CI/CD, code access
GitClone any HTTP/SSH repository with code parsing

File & Storage

ConnectorFeatures
SFTPSSH key + password auth, structured file parsing (CSV, JSON, XML, Excel), document extraction (PDF, DOCX)
DropboxFiles, folders, sharing, account management
OneDriveFiles, folders, sharing, storage management
Google DriveFiles, folders, permissions, storage management

Supported File Formats:

  • Structured: CSV, JSON, XML, Excel (XLSX, XLS)
  • Documents: PDF, DOCX, DOC, TXT, RTF
  • Images: PNG, JPG, GIF, BMP, SVG
  • Video: MP4, AVI, MOV, MKV
  • Audio: MP3, WAV, OGG, FLAC
  • Archives: ZIP, TAR, GZ, 7Z

Search, Security & Monitoring

ServiceCapabilities
SerpApiGoogle, Bing, YouTube, News, Maps, image search
WazuhSIEM security monitoring, alerts, agents, vulnerabilities
Home AssistantSmart home control, automations, entity states, services

Data & Feeds

ServiceCapabilities
RSSFetch, search, and aggregate RSS/Atom feeds
ZendeskTickets, users, organizations, groups, satisfaction ratings

AI Media Generation

Generate images, videos, audio, and music directly from your agents and workflows:

ServiceCapabilities
Google AI StudioImage generation (Nano Banana, Imagen 4), video generation with audio (Veo 3/3.1), music generation (Lyria 3). Free tier available.
fal.aiUniversal gateway to 1000+ AI models — FLUX, Kling, Veo, Hailuo, Wan, Stable Diffusion, and more. Single API key, pay-per-use.
ElevenLabsText-to-speech in 29+ languages, voice cloning, sound effects, speech-to-speech, video dubbing, voice isolation.
Kling AI#1 ranked video generation — text-to-video and image-to-video at up to 4K/60fps, lip sync, virtual try-on, AI effects.

Media Generation Features:

  • Chain tools together: generate image → animate to video → add voiceover → add music
  • Async generation with polling for long-running video/music tasks
  • All providers support image-to-video for animating still images
  • Cost estimation before generation
  • Multiple quality tiers (draft, standard, pro, 4K)

Communication Channels (14)

Kaman provides 14 distinct communication channels for connecting with users wherever they are. See the dedicated Channels documentation for complete details.

Channel Categories

CategoryChannels
Messaging PlatformsSlack, Microsoft Teams, Mattermost, Discord, Telegram
Business CommunicationWhatsApp (Business & Personal), Twilio SMS, Email, Gmail
Automation & IntegrationHTTP Webhook, Cron Scheduler, Google Workspace, Odoo Events

Key Features

  • Bidirectional messaging - Send and receive across all channels
  • Rich content support - Images, files, cards, interactive elements
  • Unified conversation history - All channels feed into the same agent
  • Streaming responses - Real-time response delivery
  • Media handling - Full media support on WhatsApp (Baileys), Email, Gmail

For detailed configuration and setup instructions, see Communication Channels.


Data Gateway for On-Premise Systems

Connect to data sources behind firewalls without VPN:

Data Gateway Features:

  • Socket.IO tunnel for secure connectivity
  • No inbound firewall rules required
  • Support for Tally and enterprise systems
  • Gateway key authentication
  • Automatic reconnection

Integration Capabilities

Real-Time Change Capture

Know immediately when data changes in connected systems:

Change Detection Methods:

MethodSystems
Change StreamsMongoDB (real-time)
PollingMost databases
WebhooksCloud services
CDCPostgreSQL, SQL Server

Data Synchronization

Keep data consistent across systems:

Sync TypeUse Case
One-WaySource of truth to dependent systems
Two-WayBidirectional sync with conflict resolution
MirrorExact copy for backup or disaster recovery
SelectiveOnly specific records or fields

Sync Features:

  • Incremental updates (only changed data)
  • Conflict detection and resolution
  • Schema mapping and transformation
  • Validation before sync

Security & Governance

Secure Credential Management

Your connection credentials are protected:

Security Features:

  • AES-256-GCM encryption at rest
  • TLS 1.2+ for all connections
  • No credential exposure in logs
  • Multi-scope credential profiles (User, Team, Org)
  • OAuth token management and refresh
  • Credential rotation support

Connection Governance

Maintain control over your integrations:

  • Approval Workflows - Require approval for new connections
  • Usage Tracking - Monitor which workflows use which connections
  • Access Audit - Log all connection usage
  • Health Monitoring - Automatic connection health checks

Common Integration Patterns

Pattern 1: CRM to Data Lake

Pattern 2: Multi-Channel Communication

Pattern 3: On-Premise to Cloud


Complete Connector Reference

All 89 connectors at a glance:

#ConnectorCategory
1AirtableKnowledge & Collaboration
2AsanaProject Management
3BasecampProject Management
4BrevoCommunication
5CalendlyProject Management
6ClickUpProject Management
7ClockifyProject Management
8CoinDCXPayments & Fintech
9ConfluenceContent Management
10DB2 (IBM)Database
11DiscordCommunication
12DropboxFile & Storage
13DynamoDBDatabase
14ElasticsearchDatabase
15ERPNextERP & Business
16EtsyE-Commerce
17FirebaseDatabase
18FreshdeskCRM & Sales
19GitCode & DevOps
20GitHubCode & DevOps
21GitLabCode & DevOps
22Google (Gmail + Drive)Google Suite
23Google AdsGoogle Suite
24Google AnalyticsGoogle Suite
25Google DriveGoogle Suite
26Google SheetsGoogle Suite
27Home AssistantIoT & Monitoring
28HubSpotCRM & Sales
29InstamojoPayments & Fintech
30IntercomCRM & Sales
31JiraProject Management
32Kaman Data GatewayInfrastructure
33LinkedInSocial Media
34MailchimpCommunication
35Meta (Facebook + Instagram)Social Media
36Monday.comProject Management
37MongoDBDatabase
38MySQLDatabase
39NetSuite (Oracle)ERP & Business
40NotionContent Management
41OdooERP & Business
42OneDriveFile & Storage
43Oracle DatabaseDatabase
44OutlookMicrosoft & Office
45PabblyPayments & Fintech
46PayPalPayments & Fintech
47PipedriveCRM & Sales
48PlaidPayments & Fintech
49PostgreSQLDatabase
50QuickBooks OnlinePayments & Fintech
51RazorpayPayments & Fintech
52RedditSocial Media
53RSSData & Feeds
54SalesforceCRM & Sales
55SAP APIERP & Business
56SAP HANADatabase
57SAP ODataERP & Business
58SendGridCommunication
59SerpApiSearch
60ServiceNowERP & Business
61SFTPFile & Storage
62SharePointMicrosoft & Office
63ShopifyE-Commerce
64SQL ServerDatabase
65SquareE-Commerce
66StrapiContent Management
67StripePayments & Fintech
68SupabaseDatabase
69SybaseDatabase
70TelegramCommunication
71TodoistProject Management
72TrelloProject Management
73TwilioCommunication
74Twitter/XSocial Media
75WazuhSecurity
76WeaviateDatabase
77WooCommerceE-Commerce
78WordPressContent Management
79XeroPayments & Fintech
80ZendeskCRM & Sales
81ZerodhaPayments & Fintech
82Zoho BooksZoho Suite
83Zoho CRMZoho Suite
84Zoho PeopleZoho Suite
85Zoho POSZoho Suite
86Google AI StudioAI Media Generation
87fal.aiAI Media Generation
88ElevenLabsAI Audio
89Kling AIAI Video Generation

Benefits of Unified Integration

Operational Efficiency

  • Eliminate manual data entry across systems
  • Automate cross-system processes
  • Reduce integration maintenance overhead
  • Single API for all systems

Data Consistency

  • Single source of truth
  • Real-time synchronization
  • Conflict resolution
  • Version-controlled data

Communication Excellence

  • Meet users where they are (14 channels)
  • Unified conversation history
  • Consistent AI experience across channels
  • Rich interactive content

Future Flexibility

  • Easy to add new systems
  • Swap underlying systems without breaking workflows
  • Scale integrations as needs grow
  • Standard MCP protocol for custom connectors

Universal Integrations - 85+ data connectors, 14 communication channels, unlimited possibilities

On this page

  • Connect Your Entire Digital Ecosystem
  • Integration Architecture
  • MCP Data Connectors (89+)
  • Database Connectors
  • CRM & Sales
  • ERP & Business Operations
  • Project Management
  • Communication & Messaging
  • Google Suite
  • Microsoft & Office
  • Zoho Suite
  • E-Commerce
  • Payments & Fintech
  • Social Media & Marketing
  • Content Management
  • Knowledge & Collaboration
  • Code & DevOps
  • File & Storage
  • Search, Security & Monitoring
  • Data & Feeds
  • AI Media Generation
  • Communication Channels (14)
  • Channel Categories
  • Key Features
  • Data Gateway for On-Premise Systems
  • Integration Capabilities
  • Real-Time Change Capture
  • Data Synchronization
  • Security & Governance
  • Secure Credential Management
  • Connection Governance
  • Common Integration Patterns
  • Pattern 1: CRM to Data Lake
  • Pattern 2: Multi-Channel Communication
  • Pattern 3: On-Premise to Cloud
  • Complete Connector Reference
  • Benefits of Unified Integration
  • Operational Efficiency
  • Data Consistency
  • Communication Excellence
  • Future Flexibility