# Abundly ## Docs - [Changelog](https://docs.abundly.ai/changelog/index.md): New features, improvements, and fixes in Abundly - [API Access](https://docs.abundly.ai/features/agent-api-endpoint.md): Expose your agent to external systems via HTTP API, MCP, webhooks, or an embeddable chat widget - [Agent Databases](https://docs.abundly.ai/features/agent-databases.md): Instant structured data stores your agent can create, query, and update—no setup required - [Agent management](https://docs.abundly.ai/features/agent-management.md): Centralized administration for managing agents, filters, and limits across your workspace - [Interactive Apps](https://docs.abundly.ai/features/apps.md): Agents build web applications on demand—dashboards, forms, calculators, and custom tools - [Configurable Capabilities](https://docs.abundly.ai/features/capabilities.md): Give your agent the tools it needs to do its job - [Advanced Chat](https://docs.abundly.ai/features/chat.md): A feature-rich chat interface for interacting with your agent - [Multi-channel Communication](https://docs.abundly.ai/features/communication.md): Agents communicate through chat, email, SMS, voice calls, and more - [Agent Documents](https://docs.abundly.ai/features/documents.md): Agents can read, edit, and create documents, apps, databases, and executable scripts - [Agent Evals](https://docs.abundly.ai/features/evals.md): Test and evaluate your agents with automated test cases - [HTTP Requests: Connect to Any API](https://docs.abundly.ai/features/http.md): Connect your agent to any online service with a REST API - [Agent Instructions](https://docs.abundly.ai/features/instructions.md): Configure the behavior of your agent - [Context and Memory](https://docs.abundly.ai/features/memory.md): How agents know what they know, and remember across conversations - [Email & SMS](https://docs.abundly.ai/features/messaging.md): Send and receive emails and text messages - [Model Selection](https://docs.abundly.ai/features/model-selection.md): Choose the right LLM for your agent's needs—or let the platform pick for you - [Activity Monitoring](https://docs.abundly.ai/features/monitoring.md): Real-time monitoring and audit trails for agent activities - [Multi-Agent Collaboration and Task Delegation](https://docs.abundly.ai/features/multi-agent.md): Agents can delegate to temporary sub-agents or communicate with other persistent agents - [Agent Personalization](https://docs.abundly.ai/features/personalization.md): Give your agent a distinct appearance and personality - [Scheduled Tasks](https://docs.abundly.ai/features/scheduling.md): Let your agent work proactively by scheduling recurring and one-off tasks - [Code Execution](https://docs.abundly.ai/features/scripts.md): Agents can write and run code for faster, cheaper, and more reliable automation - [Web Search, Scraping, Deep Research, and Docs](https://docs.abundly.ai/features/search.md): Search the web, read pages, and conduct deep research to find current information - [Agent Sharing and Cloning](https://docs.abundly.ai/features/sharing.md): Clone agents within your workspace or share them publicly for others to use - [Teams](https://docs.abundly.ai/features/teams.md): Organize agents and users into logical teams for better access control and delegation - [Usage & Limits](https://docs.abundly.ai/features/usage.md): Track credit consumption and set daily limits for your agents - [Virtual Machine](https://docs.abundly.ai/features/virtual-machine.md): Give your agent a Linux VM for code, scripts, and file processing - [Voice Communication](https://docs.abundly.ai/features/voice.md): Talk to your agent and receive audio responses - [Workspace Members](https://docs.abundly.ai/features/workspace-members.md): Invite colleagues and manage who has access to your workspace - [Agent Design](https://docs.abundly.ai/guides/agent-design.md): A structured approach to designing AI agents that actually work - [Agent Optimization](https://docs.abundly.ai/guides/agent-optimization.md): Reduce costs and improve agent performance - [Find Your Use Case](https://docs.abundly.ai/guides/find-use-case.md): Identify which tasks are best suited for AI agents - [Troubleshooting](https://docs.abundly.ai/guides/troubleshooting.md): Solutions for common issues - [Anthropic](https://docs.abundly.ai/integrations/anthropic.md): Claude family of language models - [Atlassian](https://docs.abundly.ai/integrations/atlassian.md): Work with Jira, Confluence, and other Atlassian products - [Autodesk](https://docs.abundly.ai/integrations/autodesk.md): Upload, convert, and view CAD files — and browse ACC projects — from your agent - [BigQuery](https://docs.abundly.ai/integrations/bigquery.md): Ask questions about your data in plain English and get answers from Google BigQuery - [Cloud Storage](https://docs.abundly.ai/integrations/cloud-storage.md): Read and write files in S3-compatible object storage — AWS S3, Cloudflare R2, Google Cloud Storage, and more - [ElevenLabs](https://docs.abundly.ai/integrations/elevenlabs.md): Text to speech with natural-sounding voices - [Firecrawl](https://docs.abundly.ai/integrations/firecrawl.md): Extract content from web pages - [Giphy](https://docs.abundly.ai/integrations/giphy.md): Search and share GIFs - [GitHub](https://docs.abundly.ai/integrations/github.md): Manage repositories, pull requests, and issues - [Google Calendar](https://docs.abundly.ai/integrations/google-calendar.md): View events, create meetings, and manage schedules - [Google Drive](https://docs.abundly.ai/integrations/google-drive.md): Access files, create documents, and work with spreadsheets - [Google Gemini](https://docs.abundly.ai/integrations/google-gemini.md): Gemini family of language models and image generation - [HubSpot](https://docs.abundly.ai/integrations/hubspot.md): Manage contacts, companies, deals, and more - [Mailgun](https://docs.abundly.ai/integrations/mailgun.md): Send emails via Mailgun - [MCP Servers](https://docs.abundly.ai/integrations/mcp.md): Connect external tools via the Model Context Protocol - [Microsoft Teams](https://docs.abundly.ai/integrations/msteams.md): Connect your agent to Microsoft Teams so it appears as its own named bot - [Notion](https://docs.abundly.ai/integrations/notion.md): Read and write pages, manage databases, and search content - [OpenAI](https://docs.abundly.ai/integrations/openai.md): GPT models, image generation, voice, and vision capabilities - [Outlook](https://docs.abundly.ai/integrations/outlook.md): Email management for Microsoft 365 - [Integrations Overview](https://docs.abundly.ai/integrations/overview.md): Give your agent access to external services and data - [Perplexity](https://docs.abundly.ai/integrations/perplexity.md): AI-powered web search and deep research - [Integration pricing](https://docs.abundly.ai/integrations/pricing.md): How integrations are billed - [SendPro](https://docs.abundly.ai/integrations/sendpro.md): Send emails via your own SendPro account - [SharePoint](https://docs.abundly.ai/integrations/sharepoint.md): Access documents and work with team sites - [Slack](https://docs.abundly.ai/integrations/slack.md): Chat with your agent in Slack, or drive it from Slack events - [Snowflake](https://docs.abundly.ai/integrations/snowflake.md): Turn your Snowflake data into answers — query and explore your warehouse in plain English - [Steep](https://docs.abundly.ai/integrations/steep.md): Query your Steep metrics in plain English — same definitions your team already uses - [Trello](https://docs.abundly.ai/integrations/trello.md): Manage boards, lists, and cards - [Twilio](https://docs.abundly.ai/integrations/twilio.md): SMS and phone call infrastructure - [Twitter / X](https://docs.abundly.ai/integrations/twitter.md): Search, analyze, and post on social media - [Getting Started](https://docs.abundly.ai/introduction/getting-started.md): Create your first AI agent in minutes - [Platform Overview](https://docs.abundly.ai/introduction/platform-overview.md): A quick tour of the Abundly interface - [Pricing](https://docs.abundly.ai/introduction/pricing.md): Understanding Abundly pricing and credit usage - [Welcome](https://docs.abundly.ai/introduction/welcome.md): Learn about the Abundly agent platform - [What is an AI Agent?](https://docs.abundly.ai/introduction/what-is-an-agent.md): Understanding autonomous AI agents and how they work - [Access Control](https://docs.abundly.ai/security/access-control.md): Role-based permissions for users and agents - [Credentials](https://docs.abundly.ai/security/credentials.md): Secure storage of secrets and API keys - [Guardrails](https://docs.abundly.ai/security/guardrails.md): Technical constraints enforced by code, not LLM reasoning - [Infrastructure & Compliance](https://docs.abundly.ai/security/infrastructure.md): Data residency, encryption, audit trails, and regulatory compliance - [Security Overview](https://docs.abundly.ai/security/overview.md): Multi-layer security architecture for enterprise AI agents - [Risk & Autonomy](https://docs.abundly.ai/security/risk-autonomy.md): Understanding and managing risk based on your agent's role - [Security Agent](https://docs.abundly.ai/security/security-agent.md): An independent agent that reviews plans and can veto unsafe actions - [User Approval](https://docs.abundly.ai/security/user-approval.md): Require human approval before agents execute sensitive actions - [Platform summary](https://docs.abundly.ai/summary/index.md): A comprehensive single-page summary of all Abundly documentation — ideal for LLM context - [Use Cases](https://docs.abundly.ai/use-cases/index.md): Examples of AI agents in action across different business functions ## OpenAPI Specs - [openapi](https://docs.abundly.ai/api-reference/openapi.json)