# xpander.ai

## Docs

- [Setup and Deployment Guide](https://docs.xpander.ai/Examples/00-setup-deployment.md): Learn how to set up Xpander CLI, create agents, and deploy them to production
- [Simple Hello World with Xpander SDK](https://docs.xpander.ai/Examples/01-simple-hello-world.md): The simplest way to create an AI agent using Xpander SDK - learn backend integration, configuration management, and stateful memory
- [Local Model Integration with Ollama](https://docs.xpander.ai/Examples/04-local-model-integration.md): Learn how to integrate local LLM models using Ollama with Xpander SDK for privacy-focused AI applications
- [Custom Tools Integration](https://docs.xpander.ai/Examples/05-custom-tools-integration.md): Learn how to create and integrate custom tools with your AI agent using the @register_tool decorator
- [Async Task Handling](https://docs.xpander.ai/Examples/06-async-task-handling.md): Learn how to handle asynchronous tasks with Xpander SDK using the @on_task decorator for background processing
- [Session Management](https://docs.xpander.ai/Examples/07-session-management.md): Learn how to manage user sessions and memory for multi-user AI applications with Xpander SDK
- [Knowledge Base Integration (RAG)](https://docs.xpander.ai/Examples/08-knowledge-base-rag.md): Learn how to integrate PDF documents and vector search capabilities with your AI agent for Retrieval-Augmented Generation
- [Smart Support Agent Template](https://docs.xpander.ai/Examples/09-smart-support-agent.md): Build an intelligent documentation support agent using Xpander.ai, Mintlify, Notion & Calendly that escalates to human agents when needed
- [Application Lifecycle Management](https://docs.xpander.ai/Examples/10-lifecycle-management.md): Learn how to manage application initialization and cleanup using @on_boot and @on_shutdown decorators
- [LangChain + LangGraph Integration](https://docs.xpander.ai/Examples/11-langchain-langgraph-integration.md): Learn how to integrate xpander.ai with LangChain and LangGraph to build powerful ReAct agents with access to 2000+ pre-built tools
- [Weekly Changelog Maintainer](https://docs.xpander.ai/Examples/12-changelog-maintainer.md): A ready-to-use AI agent for creating docs changelogs and pushing them to new PRs.
- [Threaded Agent Inbox App](https://docs.xpander.ai/Examples/13-threaded-agent-inbox.md): Build a simple web app that lists agents, shows threads per agent, loads thread history, and sends new or follow-up messages with Xpander's v1 REST API.
- [5 Minute Wins](https://docs.xpander.ai/Examples/5-minute-wins/index.md): Quick wins and tutorials to get you started with xpander.ai in just 5 minutes. Perfect for getting immediate value from the platform.
- [Self-Deploy to K8s Cluster](https://docs.xpander.ai/Examples/5-minute-wins/k8s-self-deploy.md): Deploy xpander.ai to your own Kubernetes infrastructure in minutes using Helm charts for full control and enterprise security.
- [OpenAPI Spec to MCP Tool](https://docs.xpander.ai/Examples/5-minute-wins/openapi-to-mcp.md): Transform any OpenAPI specification into a working MCP server with custom authentication and tools selection.
- [Connect AI Agent to Slack](https://docs.xpander.ai/Examples/5-minute-wins/slack-agent-setup.md): Get your first AI agent running in Slack with zero infrastructure setup. Perfect for team automation and instant responses.
- [Stateful Agent Container](https://docs.xpander.ai/Examples/5-minute-wins/stateful-agents.md): Build and deploy AI agents with persistent memory using PostgreSQL database for conversation context retention
- [Visual Agent Builder to Code](https://docs.xpander.ai/Examples/5-minute-wins/visual-agent-to-code.md): Build an AI agent visually in the workbench, test it, then download the code to your IDE for custom development.
- [Examples Gallery](https://docs.xpander.ai/Examples/index.md): Welcome to our tutorials section! Here you'll find comprehensive, hands-on guides that will help you build powerful AI agents with xpander.ai. Each tutorial is designed to teach specific skills and concepts through practical examples.
- [Agents Class API Reference](https://docs.xpander.ai/api-reference/agents/api-reference/index.md): Complete API reference for the Agents class including all methods and properties
- [Agents Module Reference](https://docs.xpander.ai/api-reference/agents/index.md): Complete API reference for the Agents module including all classes, methods, properties, and parameters
- [Backend Module Reference](https://docs.xpander.ai/api-reference/backend/index.md): Complete API reference for the Backend module including runtime argument resolution and framework integration
- [CLI Reference](https://docs.xpander.ai/api-reference/cli-reference.md): Complete reference for all Xpander CLI commands, options, and workflows
- [Configuration Module Reference](https://docs.xpander.ai/api-reference/configuration/index.md): Complete API reference for the Configuration module in the xpander.ai SDK
- [Self-Hosted Configuration](https://docs.xpander.ai/api-reference/configuration/self-hosted.md): Configure xpander SDK to work with self-hosted deployments
- [@on_task Decorator API Reference](https://docs.xpander.ai/api-reference/events/api-reference/index.md): Complete API reference for the @on_task decorator for event-driven task handling
- [Events Module Reference](https://docs.xpander.ai/api-reference/events/index.md): Complete API reference for the Events module in xpander.ai SDK, including setup, use, and examples
- [SDK Exceptions Reference](https://docs.xpander.ai/api-reference/exceptions.md): Complete reference for all SDK exceptions and error handling patterns
- [API Documentation](https://docs.xpander.ai/api-reference/index.md): REST API, Python SDK, and MCP Protocol for building and managing AI agents
- [Invoke an Agent via API](https://docs.xpander.ai/api-reference/invoke-api.md): Call any xpander agent using a simple HTTP request with curl or any HTTP client.
- [Knowledge Bases Class API Reference](https://docs.xpander.ai/api-reference/knowledge/api-reference/index.md): Complete API reference for the Knowledge Bases class including all methods and properties
- [Knowledge Bases Module Reference](https://docs.xpander.ai/api-reference/knowledge/index.md): Complete API reference for the Knowledge Bases module including all classes, methods, properties, and parameters
- [Model Context Protocol](https://docs.xpander.ai/api-reference/mcp.md): Expose agents and tools as MCP servers for Claude Desktop, Cursor, and other MCP clients
- [Platform REST API](https://docs.xpander.ai/api-reference/rest-api.md): Universal REST API for managing agents, tasks, and knowledge bases
- [Python SDK](https://docs.xpander.ai/api-reference/sdk.md): Backend-as-a-Service SDK for building and managing AI agents
- [Task Class API Reference](https://docs.xpander.ai/api-reference/tasks/api-reference/index.md): Complete API reference for the Task class including all methods and properties
- [Tasks Module Reference](https://docs.xpander.ai/api-reference/tasks/index.md): Complete API reference for the Tasks module including all classes, methods, properties, and parameters
- [ToolsRepository Class API Reference](https://docs.xpander.ai/api-reference/tools/api-reference/index.md): Complete API reference for the ToolsRepository class including all methods and properties
- [Tools Module Reference](https://docs.xpander.ai/api-reference/tools/index.md): Complete API reference for the Tools Repository module including all classes, methods, properties, and parameters
- [SDK Types Reference](https://docs.xpander.ai/api-reference/types.md): Complete reference for all data types, enumerations, and models used across the xpander.ai SDK
- [Create Agent](https://docs.xpander.ai/api-reference/v1/agents/create-agent.md): Create a new AI agent with specified configuration, tools, and knowledge bases
- [Delete Agent](https://docs.xpander.ai/api-reference/v1/agents/delete-agent.md): Permanently delete an AI agent and all associated resources
- [Deploy Agent](https://docs.xpander.ai/api-reference/v1/agents/deploy-agent.md): Deploy an AI agent to make it active and available for task execution
- [Export Agent](https://docs.xpander.ai/api-reference/v1/agents/export-agent.md): Export an AI agent as a reusable template with configuration and knowledge bases
- [Get Agent](https://docs.xpander.ai/api-reference/v1/agents/get-agent.md): Retrieve the full configuration of an agent — tools, graph, output schema, webhook URL, and all settings
- [Get Agent Tasks](https://docs.xpander.ai/api-reference/v1/agents/get-agent-tasks.md): Retrieve paginated list of task executions for a specific agent with optional filters
- [Import Agent](https://docs.xpander.ai/api-reference/v1/agents/import-agent.md): Import an AI agent from a template and create a new agent instance
- [Invoke Agent (Async)](https://docs.xpander.ai/api-reference/v1/agents/invoke-async.md): Execute an agent asynchronously. Returns immediately with a task ID for polling.
- [Invoke Agent (Stream)](https://docs.xpander.ai/api-reference/v1/agents/invoke-stream.md): Execute an agent with real-time Server-Sent Events (SSE). Reusing `id` continues the same task/thread.
- [Invoke Agent (Sync)](https://docs.xpander.ai/api-reference/v1/agents/invoke-sync.md): Execute an agent and wait for completion. Returns the final result.
- [List Agents](https://docs.xpander.ai/api-reference/v1/agents/list-agents.md): Retrieve a paginated list of agents with core metadata. The response may include additional summary fields beyond ID, name, and status.
- [List Agents (Full Details)](https://docs.xpander.ai/api-reference/v1/agents/list-agents-full.md): Retrieve a paginated list of AI agents with complete configuration details
- [Update Agent](https://docs.xpander.ai/api-reference/v1/agents/update-agent.md): Update an existing AI agent's configuration, tools, or knowledge bases
- [Workspace: Bash](https://docs.xpander.ai/api-reference/v1/agents/workspace/bash.md): Execute a shell command inside the agent's workspace
- [Workspace: File Edit](https://docs.xpander.ai/api-reference/v1/agents/workspace/file-edit.md): Edit a file in the agent's workspace by replacing an exact text occurrence
- [Workspace: File Read](https://docs.xpander.ai/api-reference/v1/agents/workspace/file-read.md): Read a file from the agent's workspace filesystem
- [Workspace: File Share](https://docs.xpander.ai/api-reference/v1/agents/workspace/file-share.md): Publish a file from the agent's workspace to a public CDN URL
- [Workspace: File Write](https://docs.xpander.ai/api-reference/v1/agents/workspace/file-write.md): Create or overwrite a file in the agent's workspace filesystem
- [Workspace: Glob](https://docs.xpander.ai/api-reference/v1/agents/workspace/glob.md): Find files in the agent's workspace matching a glob pattern
- [Workspace: Grep](https://docs.xpander.ai/api-reference/v1/agents/workspace/grep.md): Search for a regex pattern across files in the agent's workspace
- [Workspace: Multi Edit](https://docs.xpander.ai/api-reference/v1/agents/workspace/multi-edit.md): Apply multiple file edits atomically in the agent's workspace
- [Connect Connector](https://docs.xpander.ai/api-reference/v1/connectors/connect-connector.md): Create a new connection to a connector with authentication credentials and settings
- [List Connectors](https://docs.xpander.ai/api-reference/v1/connectors/list-connectors.md): Retrieve a paginated list of available connectors with their connections
- [List Operations](https://docs.xpander.ai/api-reference/v1/connectors/list-operations.md): List all available API operations for a connector connection
- [Search Connectors](https://docs.xpander.ai/api-reference/v1/connectors/search-connectors.md): Fuzzy search connectors by name or description
- [Search Operations](https://docs.xpander.ai/api-reference/v1/connectors/search-operations.md): Fuzzy search operations by name, summary, or description within a connector connection
- [Create Custom Function](https://docs.xpander.ai/api-reference/v1/custom_functions/create-custom-function.md): Create a new custom function with Python source code
- [Delete Custom Function](https://docs.xpander.ai/api-reference/v1/custom_functions/delete-custom-function.md): Permanently delete a custom function
- [Execute Custom Function](https://docs.xpander.ai/api-reference/v1/custom_functions/execute-custom-function.md): Execute a custom function with the provided parameters
- [Generate Custom Function](https://docs.xpander.ai/api-reference/v1/custom_functions/generate-custom-function.md): AI-generate a custom function from a natural language description
- [Get Custom Function](https://docs.xpander.ai/api-reference/v1/custom_functions/get-custom-function.md): Get a custom function by ID, including its source code, input schema, and status
- [List Custom Functions](https://docs.xpander.ai/api-reference/v1/custom_functions/list-custom-functions.md): List all custom functions in the organization
- [Update Custom Function](https://docs.xpander.ai/api-reference/v1/custom_functions/update-custom-function.md): Update an existing custom function
- [Add Documents to Knowledge Base](https://docs.xpander.ai/api-reference/v1/knowledge/add-documents.md): Add one or more documents to a knowledge base
- [Create Knowledge Base](https://docs.xpander.ai/api-reference/v1/knowledge/create-knowledge-base.md): Creates a new knowledge base
- [Delete Knowledge Base Document](https://docs.xpander.ai/api-reference/v1/knowledge/delete-document.md): Delete a specific document from a knowledge base
- [Delete Knowledge Base](https://docs.xpander.ai/api-reference/v1/knowledge/delete-knowledge-base.md): Deletes knowledge base by ID
- [Get Knowledge Base Document](https://docs.xpander.ai/api-reference/v1/knowledge/get-document.md): Get detailed information about a specific document in a knowledge base
- [Get Knowledge Base](https://docs.xpander.ai/api-reference/v1/knowledge/get-knowledge-base.md): Get knowledge base details by ID
- [List Knowledge Base Documents](https://docs.xpander.ai/api-reference/v1/knowledge/list-documents.md): Get paginated list of documents in a knowledge base
- [List Knowledge Bases](https://docs.xpander.ai/api-reference/v1/knowledge/list-knowledge-bases.md): Returns a paginated list of knowledge bases
- [Search Knowledge Base](https://docs.xpander.ai/api-reference/v1/knowledge/search-knowledge-base.md): Search in knowledge base using vector search
- [Update Knowledge Base](https://docs.xpander.ai/api-reference/v1/knowledge/update-knowledge-base.md): Updates a knowledge base
- [Get Database Connection](https://docs.xpander.ai/api-reference/v1/misc/get-database.md): Get PostgreSQL database connection string for your organization
- [List LLM Models](https://docs.xpander.ai/api-reference/v1/misc/list-llm-models.md): Returns available models for a specific LLM provider
- [List LLM Providers](https://docs.xpander.ai/api-reference/v1/misc/list-llm-providers.md): Returns a list of available LLM providers
- [Delete Task](https://docs.xpander.ai/api-reference/v1/tasks/delete-task.md): Delete a task and its associated data
- [Get Task LLM Usage](https://docs.xpander.ai/api-reference/v1/tasks/get-llm-usage.md): Get LLM token usage for a specific task
- [Get Task](https://docs.xpander.ai/api-reference/v1/tasks/get-task.md): Retrieve detailed information about a specific task by its unique identifier
- [Get Task Thread](https://docs.xpander.ai/api-reference/v1/tasks/get-thread.md): Get task conversation thread with user and assistant messages
- [Get Task Thread (Full)](https://docs.xpander.ai/api-reference/v1/tasks/get-thread-full.md): Get complete conversation thread including all sub-task messages and tool calls
- [List Tasks](https://docs.xpander.ai/api-reference/v1/tasks/list-tasks.md): Get paginated list of tasks with optional filtering by status, agent, or date range
- [Get Toolkit Tools](https://docs.xpander.ai/api-reference/v1/toolkits/get-toolkit-tools.md): Returns toolkit tools in tool calling structure
- [Invoke Tool](https://docs.xpander.ai/api-reference/v1/toolkits/invoke-tool.md): Invokes a specific tool in a toolkit
- [List Toolkits](https://docs.xpander.ai/api-reference/v1/toolkits/list-toolkits.md): Returns a paginated list of available toolkits
- [Create Workflow](https://docs.xpander.ai/api-reference/v1/workflows/create-workflow.md): Create a new multi-step agentic workflow with a visual canvas of nodes
- [Delete Workflow](https://docs.xpander.ai/api-reference/v1/workflows/delete-workflow.md): Permanently delete a workflow and all associated resources
- [Deploy Workflow](https://docs.xpander.ai/api-reference/v1/workflows/deploy-workflow.md): Deploy a workflow to make it active and available for execution
- [Get Workflow](https://docs.xpander.ai/api-reference/v1/workflows/get-workflow.md): Retrieve detailed information about a specific workflow by its unique identifier
- [Invoke Workflow (Async)](https://docs.xpander.ai/api-reference/v1/workflows/invoke-async.md): Invoke a workflow asynchronously. Returns immediately with task ID.
- [Invoke Workflow (Stream)](https://docs.xpander.ai/api-reference/v1/workflows/invoke-stream.md): Invoke a workflow with real-time streaming. Returns Server-Sent Events (SSE).
- [Invoke Workflow (Sync)](https://docs.xpander.ai/api-reference/v1/workflows/invoke-sync.md): Invoke a workflow and wait for completion. Returns the final result.
- [List Workflows](https://docs.xpander.ai/api-reference/v1/workflows/list-workflows.md): Retrieve a paginated list of workflows
- [Update Workflow](https://docs.xpander.ai/api-reference/v1/workflows/update-workflow.md): Update an existing workflow's configuration, nodes, or settings
- [2024](https://docs.xpander.ai/changelog/2024/product-updates.md)
- [2025](https://docs.xpander.ai/changelog/2025/product-updates.md)
- [Product Updates](https://docs.xpander.ai/changelog/product-updates.md)
- [Anchor Browser](https://docs.xpander.ai/connectors/anchor-browser.md): Learn how to integrate AI agents with Anchor Browser using xpander.ai. Create intelligent AI agents that can browse the internet and complete complex tasks end-to-end.
- [Apify](https://docs.xpander.ai/connectors/apify.md): Learn how to integrate AI agents with Apify using xpander.ai. Create intelligent agents that can gather information from websites, monitor online content, and automate repetitive web tasks.
- [Asana](https://docs.xpander.ai/connectors/asana.md): Learn how to integrate AI agents with Asana using xpander.ai. Create intelligent workflows that automate routine tasks, assign responsibilities, and provide real-time insights to enhance team productivity and decision-making.
- [Calendly](https://docs.xpander.ai/connectors/calendly.md): Learn how to integrate AI agents with Calendly using xpander.ai. Create intelligent scheduling workflows that automatically coordinate meetings, personalize communication, and adapt to real-time changes.
- [Clickup](https://docs.xpander.ai/connectors/clickup.md): Learn how to integrate AI agents with ClickUp using xpander.ai. Create automated workflows that leverage AI to streamline task management, generate smart task summaries, and boost team productivity.
- [Confluence](https://docs.xpander.ai/connectors/confluence.md): Learn how to integrate AI agents with Confluence using xpander.ai. Create intelligent workflows that automate documentation, generate dynamic content, and surface relevant knowledge across your Confluence spaces using AI-powered agents.
- [Datadog](https://docs.xpander.ai/connectors/datadog.md): Learn how to integrate AI agents with Datadog using xpander.ai. Create intelligent observability workflows that automatically detect anomalies, correlate incidents across your stack, and trigger remediation actions.
- [dbt Labs](https://docs.xpander.ai/connectors/dbt-labs.md): Learn how to integrate AI agents with dbt Labs using xpander.ai. Create intelligent workflows that automate data transformation, generate insights, and enhance analytics efficiency seamlessly within your data pipeline.
- [Dropbox](https://docs.xpander.ai/connectors/dropbox.md): Learn how to integrate AI agents with Dropbox using xpander.ai. Create intelligent agents that automatically organize, analyze, and act on your files, whether it's summarizing documents, tagging images, or triggering actions based on file updates.
- [Fibery](https://docs.xpander.ai/connectors/fibery.md): Learn how to integrate AI agents with Fibery using xpander.ai. Create intelligent workflows that automate routine tasks, extract actionable insights from unstructured data like customer feedback, and trigger updates across your workspace.
- [Github Actions Manager](https://docs.xpander.ai/connectors/github-actions-manager.md): Learn how to integrate AI agents with GitHub Actions Manager using xpander.ai. Create dynamic, event-driven workflows where agents can trigger, monitor, and manage Actions workflows in real time.
- [Github Issues Manager](https://docs.xpander.ai/connectors/github-issues-manager.md): Learn how to integrate AI agents with GitHub Issues Manager using xpander.ai. Create intelligent automation pipelines that monitor, generate, and triage issues in real time.
- [Github Search Manager](https://docs.xpander.ai/connectors/github-search-manager.md): Learn how to integrate AI agents with GitHub Search Manager using xpander.ai. Create intelligent workflows that dynamically query GitHub repositories, issues, and codebases based on contextual prompts.
- [Gitlab](https://docs.xpander.ai/connectors/gitlab.md): Learn how to integrate AI agents with GitLab using xpander.ai. Create automated workflows that enhance your CI/CD pipelines, streamline code reviews, and boost project management efficiency.
- [Google Analytics](https://docs.xpander.ai/connectors/google-analytics.md): Learn how to integrate AI agents with Google Analytics using xpander.ai. Create intelligent, data-aware agents that can autonomously analyze, interpret, and act on your website's traffic and user behavior data.
- [Google BigQuery](https://docs.xpander.ai/connectors/google-bigquery.md): Learn how to integrate AI agents with Google BigQuery using xpander.ai. Create intelligent workflows that automatically query, analyze, and act on large-scale datasets.
- [Google Calendar](https://docs.xpander.ai/connectors/google-calendar.md): Learn how to integrate AI agents with Google Calendar using xpander.ai. Create intelligent workflows that automatically schedule meetings, manage availability, send reminders, and adjust events in real-time based on contextual data.
- [Google Cloud Monitoring](https://docs.xpander.ai/connectors/google-cloud-monitoring.md): Learn how to integrate AI agents with Google Cloud Monitoring using xpander.ai. Create intelligent AI agents that can automatically track metrics, respond to alerts, and take action on real-time performance and system health insights across your cloud infrastructure.
- [Google Docs](https://docs.xpander.ai/connectors/google-docs.md): Learn how to integrate AI agents with Google Docs using xpander.ai. Create intelligent workflows that automatically analyze, summarize, and generate content within your documents.
- [Google Drive](https://docs.xpander.ai/connectors/google-drive.md): Learn how to build AI agents with Google Drive access using xpander.ai. Create intelligent document-aware AI assistants that can read, write, organize, and analyze files automatically.
- [Google Forms](https://docs.xpander.ai/connectors/google-forms.md): Learn how to integrate AI agents with Google Forms using xpander.ai. Create dynamic, intelligent forms that can automatically analyze responses, provide personalized follow-ups, and streamline data collection.
- [Google Gmail](https://docs.xpander.ai/connectors/google-gmail.md): Learn how to integrate AI agents with Google Gmail using xpander.ai. Create automated workflows that streamline your email management, enhance productivity with smart replies, and personalize customer interactions by leveraging AI-driven insights.
- [Google Sheets](https://docs.xpander.ai/connectors/google-sheets.md): Learn how to integrate AI agents with Google Sheets using xpander.ai. Create intelligent workflows that automate data analysis, trigger actions based on cell values, and enable natural language interaction with your spreadsheets.
- [Google Tasks](https://docs.xpander.ai/connectors/google-tasks.md): Learn how to integrate AI agents with Google Tasks using xpander.ai. Create intelligent task workflows that automatically add, update, or complete tasks based on triggers from your apps, conversations, or calendar events.
- [HubSpot Blogs](https://docs.xpander.ai/connectors/hubspot-blogs.md): Learn how to integrate AI agents with HubSpot Blogs using xpander.ai. Create intelligent, automated content workflows that personalize blog posts, optimize SEO in real-time, and schedule publishing based on audience engagement trends.
- [HubSpot CRM](https://docs.xpander.ai/connectors/hubspot-crm.md): Learn how to integrate AI agents with HubSpot CRM using xpander.ai. Create intelligent workflows that automatically engage leads, update contact records, and trigger personalized follow-ups based on real-time customer interactions.
- [AI Agents Connectors](https://docs.xpander.ai/connectors/index.md): Connect your AI agents to powerful apps and services with AI-Optimized connectors
- [Intercom](https://docs.xpander.ai/connectors/intercom.md): Learn how to integrate AI agents with Intercom using xpander.ai. Create intelligent, automated workflows that seamlessly connect your AI agent with Intercom's chat, inbox, and help center features to provide instant, context-aware support across your customer journey.
- [Jira](https://docs.xpander.ai/connectors/jira.md): Learn how to integrate AI agents with Jira using xpander.ai. Create intelligent workflows that automatically assign tasks, analyze issue trends, generate reports, and trigger actions based on project activity.
- [Linear](https://docs.xpander.ai/connectors/linear.md): Learn how to integrate AI agents with Linear using xpander.ai. Create automated workflows that can triage issues, assign tasks based on workload, update statuses in real-time, and generate progress summaries—streamlining your entire development pipeline.
- [Looker](https://docs.xpander.ai/connectors/looker.md): Learn how to integrate AI agents with Looker using xpander.ai. Create intelligent data workflows that enable AI agents to analyze Looker models, generate actionable insights, and trigger automated business decisions in real time.
- [MeetGeek](https://docs.xpander.ai/connectors/meetgeek.md): Learn how to integrate AI agents with MeetGeek using xpander.ai. Create intelligent meeting assistants that automatically capture, summarize, and share key discussion points by leveraging MeetGeek's advanced transcription and integration capabilities.
- [Microsoft OneDrive](https://docs.xpander.ai/connectors/microsoft-onedrive.md): Learn how to integrate AI agents with Microsoft OneDrive using xpander.ai. Create AI agents that can securely interact with Microsoft OneDrive to manage files and documents across workflows.
- [Microsoft Outlook](https://docs.xpander.ai/connectors/microsoft-outlook.md): Learn how to integrate AI agents with Microsoft Outlook using xpander.ai. Create intelligent AI agents that can securely access your Outlook email, calendar, and contacts to complete scheduling and communication tasks.
- [Microsoft SharePoint](https://docs.xpander.ai/connectors/microsoft-sharepoint.md): Learn how to integrate AI agents with Microsoft SharePoint using xpander.ai. Create intelligent AI agents that can securely access SharePoint sites, lists, and documents to complete collaboration tasks.
- [Microsoft Teams](https://docs.xpander.ai/connectors/microsoft-teams.md): Learn how to integrate AI agents with Microsoft Teams using xpander.ai. Create intelligent AI agents that can securely access channels, chats, meetings, and files to automate tasks and improve team collaboration.
- [Mixpanel](https://docs.xpander.ai/connectors/mixpanel.md): Learn how to integrate AI agents with Mixpanel using xpander.ai. Build intelligent workflows that query event data, analyze user behavior, track funnels, and generate insights from your product analytics.
- [Monday](https://docs.xpander.ai/connectors/monday.md): Learn how to integrate AI agents with Monday using xpander.ai. Create intelligent workflows that automatically assign tasks, prioritize requests, and resolve issues by embedding AI-driven decision-making directly into your Monday boards.
- [MongoDB Atlas](https://docs.xpander.ai/connectors/mongodb-atlas.md): Learn how to integrate AI agents with MongoDB Atlas using xpander.ai. Enable intelligent workflows that query, insert, update, and delete data across your MongoDB collections, run aggregation pipelines, and discover database schemas.
- [Notion](https://docs.xpander.ai/connectors/notion.md): Learn how to integrate AI agents with Notion using xpander.ai. Create intelligent workflows that automate tasks, generate content, summarize notes, and enhance decision-making.
- [PagerDuty](https://docs.xpander.ai/connectors/pagerduty.md): Learn how to integrate AI agents with PagerDuty using xpander.ai. Create intelligent workflows that automatically detect incidents, analyze their impact, and trigger the appropriate on-call responders.
- [Power BI](https://docs.xpander.ai/connectors/power-bi.md): Learn how to integrate AI agents with Power BI using xpander.ai. Create intelligent dashboards that leverage natural language queries, automated insights, and predictive analytics for real-time, data-driven decision-making.
- [Recall.ai](https://docs.xpander.ai/connectors/recall-ai.md): Learn how to integrate AI agents with Recall.ai using xpander.ai. Create intelligent, real-time meeting assistants that can join calls across Zoom, Google Meet, and Microsoft Teams, transcribe conversations live.
- [Amazon Redshift](https://docs.xpander.ai/connectors/redshift.md): Connect Amazon Redshift to xpander using IAM authentication
- [Slack](https://docs.xpander.ai/connectors/slack.md): Learn how to integrate AI agents with Slack using xpander.ai. Create seamless workflows that automate repetitive tasks, provide instant insights, and enhance team collaboration by leveraging AI-powered assistants directly within your Slack channels and conversations.
- [Snowflake](https://docs.xpander.ai/connectors/snowflake.md): Learn how to integrate AI agents with Snowflake using xpander.ai. Create intelligent agents that can query your Snowflake data warehouse, retrieve analytics insights, explore databases and schemas, and automate data-driven workflows.
- [Statuspage](https://docs.xpander.ai/connectors/statuspage.md): Learn how to integrate AI agents with StatusPage using xpander.ai. Create automated workflows that detect incidents, trigger real-time updates, and communicate seamlessly with users through your customized status page.
- [Supabase](https://docs.xpander.ai/connectors/supabase.md): Learn how to integrate AI agents with Supabase using xpander.ai. Create intelligent, data-driven applications that leverage Supabase’s real-time PostgreSQL database, authentication, and storage features.
- [Supabase Database](https://docs.xpander.ai/connectors/supabase-database.md): Learn how to integrate AI agents with Supabase Database using xpander.ai. Create intelligent applications where agents can query, update, and respond to real-time data events using Supabase’s PostgreSQL backend.
- [Tableau](https://docs.xpander.ai/connectors/tableau.md): Learn how to integrate AI agents with Tableau using xpander.ai. Create intelligent dashboards that deliver contextual insights, automate data-driven decisions, and enable natural language interactions for a seamless analytics experience.
- [Tomorrow.io](https://docs.xpander.ai/connectors/tomorrow-io.md): Learn how to integrate AI agents with Tomorrow.io using xpander.ai. Create intelligent, weather-aware systems that dynamically adjust operations according to real-time climate data.
- [Twilio](https://docs.xpander.ai/connectors/twilio.md): Learn how to integrate AI agents with Twilio using xpander.ai. Create intelligent communication workflows that can autonomously handle customer interactions via SMS, voice, or WhatsApp—powered by real-time AI decision-making.
- [Zapier](https://docs.xpander.ai/connectors/zapier.md): Learn how to integrate AI agents with Zapier using xpander.ai. Create powerful, automated workflows that allow your AI agents to trigger actions, respond to events, and orchestrate tasks across thousands of apps.
- [Zendesk](https://docs.xpander.ai/connectors/zendesk.md): Learn how to integrate AI agents with Zendesk using xpander.ai. Create seamless, automated customer interactions that enhance support efficiency, reduce response times, and deliver personalized experiences by leveraging AI-powered chatbots and smart ticket routing.
- [Zoho](https://docs.xpander.ai/connectors/zoho.md): Learn how to integrate AI agents with Zoho using xpander.ai. Create intelligent, low-code applications on Zoho Creator that leverage AI-driven automation, enabling your agents to analyze data, trigger workflows, and interact with customers seamlessly across your Zoho ecosystem.
- [Zoom](https://docs.xpander.ai/connectors/zoom.md): Learn how to integrate AI agents with Zoom using xpander.ai. Create intelligent virtual assistants that can join meetings, transcribe conversations, provide real-time insights, and automate follow-up actions seamlessly.
- [Multi-Agent Tasks](https://docs.xpander.ai/guides/agentic-automation/multi-agent-tasks.md): Attach specialized agents to a coordinator so they can delegate tasks to each other during conversations.
- [Multi-Model Reasoning](https://docs.xpander.ai/guides/agentic-automation/multi-model-reasoning.md): Select different AI models for different agents and workflow steps based on what each task requires.
- [Agent Configuration](https://docs.xpander.ai/guides/agents/agent-configuration.md): Create an agent, pick where it runs, and configure every control in the Agent Studio
- [AI Models & Intelligence](https://docs.xpander.ai/guides/agents/ai-models-intelligence.md): Choose your LLM provider, configure intelligence features, and define your agent personality
- [Deploy an Agent](https://docs.xpander.ai/guides/agents/deploy-agent.md): Deploy your agent to channels, and share templates with team
- [Knowledge Bases](https://docs.xpander.ai/guides/agents/knowledge-bases.md): Upload documents and give your agent searchable, citable knowledge
- [Memory & State](https://docs.xpander.ai/guides/agents/memory-state.md): Control what your agent remembers within conversations, about users, and across all interactions
- [Testing & Chat](https://docs.xpander.ai/guides/agents/testing-chat.md): Test your agent in the Agent Studio and debug its behavior before deploying
- [Tools & Connectors](https://docs.xpander.ai/guides/agents/tools-connectors.md): Browse the connector catalog, authenticate services, and configure tool behavior
- [Action Nodes](https://docs.xpander.ai/guides/building-workflows/action-nodes.md): Run deterministic operations in your workflows: invoke tools from 2,000+ connectors, execute Python code, send emails, extract text with OCR, and more.
- [Agent Nodes](https://docs.xpander.ai/guides/building-workflows/agent-nodes.md): Add AI reasoning to your workflows with Agent, Classifier, and Summarizer nodes, each purpose-built for a different kind of intelligence.
- [Agentic Context](https://docs.xpander.ai/guides/building-workflows/agentic-context.md): Persist data between workflow runs so each execution builds on the last. Process only what changed, track evolving state, and make smarter decisions over time.
- [Workflow Canvas](https://docs.xpander.ai/guides/building-workflows/canvas.md): Add nodes, wire them into a pipeline, and use the save-and-publish cycle to deploy versioned workflows.
- [Flow Control](https://docs.xpander.ai/guides/building-workflows/flow-control.md): Branch on values, validate with AI, pause for human approval, finish early, or run steps in parallel.
- [Introduction to Workflows](https://docs.xpander.ai/guides/building-workflows/introduction.md): Backend automation where AI handles data mapping at runtime. Trigger with webhooks, schedules, emails, or API calls.
- [Running & Monitoring](https://docs.xpander.ai/guides/building-workflows/running-monitoring.md): Test workflows with text or JSON payloads, watch execution in real time, and monitor threads, metrics, and tasks in production.
- [Triggers](https://docs.xpander.ai/guides/building-workflows/triggers.md): Configure how workflows start: via webhooks, API calls, chat messages, Slack, or recurring schedules.
- [Versioning & Rollback](https://docs.xpander.ai/guides/building-workflows/versioning.md): Publish-based versioning that separates editing from deploying. Save drafts, publish immutable snapshots, and roll back when needed.
- [Core Concepts](https://docs.xpander.ai/guides/core-concepts.md): Understand the fundamental concepts behind Xpander
- [Chat Widget](https://docs.xpander.ai/guides/deploy/chat-widget.md): Share a hosted chat URL or embed a chat widget in your website
- [MCP Protocol](https://docs.xpander.ai/guides/deploy/mcp.md): Expose your agents to Claude Desktop, Cursor, VS Code, and other MCP-compatible clients
- [Scheduled Tasks](https://docs.xpander.ai/guides/deploy/scheduled-tasks.md): Run your agents automatically on a cron schedule
- [Slack](https://docs.xpander.ai/guides/deploy/slack.md): Deploy your agent to Slack workspaces with auto-engage, file processing, and conversation starters
- [Webhooks](https://docs.xpander.ai/guides/deploy/webhooks.md): Trigger your agents from any external system with inbound HTTP requests
- [Metrics](https://docs.xpander.ai/guides/observability/metrics.md): Spot anomalies in request volume, API calls, and token usage, then trace back to the cause.
- [Task Monitoring](https://docs.xpander.ai/guides/observability/tasks.md): Scan executions by status, triage failures across agents, and cross-reference tasks to threads for debugging.
- [Threads View](https://docs.xpander.ai/guides/observability/threads.md): Trace what happened in any agent or workflow run: every input, tool call, and response in order.
- [Quickstart: Your First Agent](https://docs.xpander.ai/guides/quickstart.md): Create and chat with your first AI agent in 5 minutes
- [xpander.ai Docs](https://docs.xpander.ai/index.md): xpander.ai documentation. Build AI agents, connect them to enterprise systems, and deploy anywhere.
- [Agent Studio](https://docs.xpander.ai/overview/agent-studio.md): Build custom AI agents when the predefined ones aren't enough, with your own mix of tools, knowledge, and behavior.
- [Agentic Automation](https://docs.xpander.ai/overview/agentic-automation.md): Powered by Agno Workflows. Automate backend processes where AI handles context at runtime.
- [Personal AI Agents](https://docs.xpander.ai/overview/personal-ai-agents.md): Powered by OpenClaw. An AI teammate for every employee that works in Slack, Teams, and voice.
- [Specialized Agents](https://docs.xpander.ai/overview/specialized-agents.md): Powered by Agno. Pre-built, governed agents for enterprise systems, scoped to approved operations, individually debuggable, improving over time.
- [What is xpander.ai?](https://docs.xpander.ai/overview/what-is-xpander.md): The all-in-one platform for building AI agents that connect to your enterprise systems. Deploy to your cloud or ours.
- [Self-Hosted Kubernetes](https://docs.xpander.ai/resources/deployment-guides/self-hosted-kubernetes.md): Deploy Xpander on your own Kubernetes cluster using the official Helm chart. Outbound-only networking, full data control.
- [AWS Operator Setup](https://docs.xpander.ai/self-hosted/aws-operator.md): Configure the AWS APIs Operator for self-hosted xpander environments — IAM roles, Pod Identity, and security groups for AWS connectors
- [Install the Helm Chart](https://docs.xpander.ai/self-hosted/deployment.md): SSL certificates, ingress controller, Helm chart installation, DNS configuration, API keys, verification, and SDK setup for xpander.ai
- [EKS Cluster Setup](https://docs.xpander.ai/self-hosted/eks-setup.md): Provision an AWS EKS cluster with VPC, networking, IAM roles, node groups, and add-ons for xpander.ai
- [IAM Best Practices](https://docs.xpander.ai/self-hosted/iam-best-practices.md): Three-tier IAM role architecture for self-hosted xpander — base role, connector roles, and cross-account trust for least-privilege access
- [Self-Hosted Deployment](https://docs.xpander.ai/self-hosted/index.md): Install the Helm Chart.ai on your own infrastructure with full control over data, security, and compliance
- [Configure PrivateLink](https://docs.xpander.ai/self-hosted/privatelink.md): Connect your self-hosted xpander.ai environment to the deployment manager over AWS PrivateLink — no public internet traffic
- [Troubleshooting](https://docs.xpander.ai/self-hosted/troubleshooting.md): Diagnose and resolve common issues with xpander.ai self-hosted deployments

## OpenAPI Specs

- [openapi](https://docs.xpander.ai/api-reference/openapi.json)