# Abundly ## Docs - [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 - [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 - [Agent Instructions](https://docs.abundly.ai/features/instructions.md): Configure the behavior of your agent - [Configurable Capabilities](https://docs.abundly.ai/features/capabilities.md): Give your agent the tools it needs to do its job - [Multi-channel Communication](https://docs.abundly.ai/features/communication.md): Agents communicate through chat, email, SMS, voice calls, and more - [Advanced Chat](https://docs.abundly.ai/features/chat.md): A feature-rich chat interface for interacting with your agent - [Email & SMS](https://docs.abundly.ai/features/messaging.md): Send and receive emails and text messages - [Voice Communication](https://docs.abundly.ai/features/voice.md): Talk to your agent and receive audio responses - [Agent Documents](https://docs.abundly.ai/features/documents.md): Agents can read, edit, and create documents, apps, databases, and executable scripts - [Agent Databases](https://docs.abundly.ai/features/agent-databases.md): Instant structured data stores your agent can create, query, and update—no setup required - [Interactive Apps](https://docs.abundly.ai/features/apps.md): Agents build web applications on demand—dashboards, forms, calculators, and custom tools - [Code Execution](https://docs.abundly.ai/features/scripts.md): Agents can write and run code for faster, cheaper, and more reliable automation - [Virtual Machine](https://docs.abundly.ai/features/virtual-machine.md): Give your agent a Linux VM for code, scripts, and file processing - [Scheduled Tasks](https://docs.abundly.ai/features/scheduling.md): Let your agent work proactively by scheduling recurring and one-off tasks - [Context and Memory](https://docs.abundly.ai/features/memory.md): How agents know what they know, and remember across conversations - [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 - [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 - [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 - [Agent Personalization](https://docs.abundly.ai/features/personalization.md): Give your agent a distinct appearance and personality - [Agent Evals](https://docs.abundly.ai/features/evals.md): Test and evaluate your agents with automated test cases - [Activity Monitoring](https://docs.abundly.ai/features/monitoring.md): Real-time monitoring and audit trails for agent activities - [Value dashboard](https://docs.abundly.ai/features/value-dashboard.md): One overview of the value generated by your agents — scoped to the agents you can see - [Usage & Limits](https://docs.abundly.ai/features/usage.md): Track credit consumption, agent activity, and set daily limits for your agents - [Workspace Members](https://docs.abundly.ai/features/workspace-members.md): Invite colleagues and manage who has access to your workspace - [Teams](https://docs.abundly.ai/features/teams.md): Organize agents and users into logical teams for better access control and delegation - [Agent management](https://docs.abundly.ai/features/agent-management.md): Centralized administration for managing agents, filters, and limits across your workspace - [Agent value capture](https://docs.abundly.ai/features/agent-value-capture.md): Document the business value and operational criticality of your agents so admins can prioritize and report on impact - [Agent Sharing and Cloning](https://docs.abundly.ai/features/sharing.md): Clone agents within your workspace or share them publicly for others to use - [HTTP Requests: Connect to Any API](https://docs.abundly.ai/features/http.md): Connect your agent to any online service with a REST API - [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 - [Workspace API](https://docs.abundly.ai/features/workspace-api.md): Read-only API access to your workspace data using workspace API keys - [Chat Widget](https://docs.abundly.ai/features/chat-widget.md): Embed an AI-powered chat bubble on any website with a secure backend proxy - [Get workspace configuration](https://docs.abundly.ai/api-reference/get-workspace-configuration.md): Workspace-level settings: feature flags, credit defaults, account rules, DPA and subprocessor settings, login settings, value capture configuration, tags, and the configured LLMs. - [Get credit balances and current usage](https://docs.abundly.ai/api-reference/get-credit-balances-and-current-usage.md): A live snapshot: workspace balances, credits used today per agent (all agents, including disabled and private ones), and credits used this month per team. Accepts no date filters and keeps no history — snapshot the response yourself if you need a time series. - [List workspace members](https://docs.abundly.ai/api-reference/list-workspace-members.md): Every member with their workspace role, team memberships, and basic profile info. Support-access users are excluded. - [List workspace invitations](https://docs.abundly.ai/api-reference/list-workspace-invitations.md): Pending and expired invitations, which doubles as a record of who was invited but never joined. - [List teams](https://docs.abundly.ai/api-reference/list-teams.md): All teams in the workspace. Payload fields use the internal name for teams, so a team id appears as `groupId`. - [Get a team](https://docs.abundly.ai/api-reference/get-a-team.md): A single team with its full member list. - [List workspace secrets](https://docs.abundly.ai/api-reference/list-workspace-secrets.md): Secret names and metadata, including which agents, admins and teams can use each one. Values are masked server-side and never leave the platform. - [List shared HTTP API configurations](https://docs.abundly.ai/api-reference/list-shared-http-api-configurations.md): Workspace-level HTTP API capability configurations, including each endpoint's URL pattern. Resolve an agent's `httpApis[].configId` against this list to see which external systems it can reach. Credential values appear as `[redacted]`. - [Get capability settings](https://docs.abundly.ai/api-reference/get-capability-settings.md): Which capabilities are available in the workspace and their admin-configured defaults. - [Get security settings](https://docs.abundly.ai/api-reference/get-security-settings.md): Security alert configuration for the workspace. - [List agents](https://docs.abundly.ai/api-reference/list-agents.md): Every agent in the workspace, private ones included (marked with `isPrivate`). `capabilities` is a mixed array of plain strings and `{ name, settings }` objects, so normalise to the name before counting. With `includeOverview=true` the response also carries `overview.reducedAgents` — one entry per a… - [Summarize value capture](https://docs.abundly.ai/api-reference/summarize-value-capture.md): Value capture compliance across agents, for reporting on which agents have declared their value. - [Get an agent's configuration](https://docs.abundly.ai/api-reference/get-an-agents-configuration.md): The agent's full configuration, including handle, scheduled triggers with their cron expressions, LLM preferences, and tool credentials as metadata with `isSet` flags rather than values. Returns 403 for a private agent. - [List an agent's chats](https://docs.abundly.ai/api-reference/list-an-agents-chats.md): Chat conversations for the agent, without message bodies. - [Get a chat](https://docs.abundly.ai/api-reference/get-a-chat.md): A single conversation with its full message history. - [List an agent's documents](https://docs.abundly.ai/api-reference/list-an-agents-documents.md): Documents and folders belonging to the agent. Each entry inlines the document's complete `textContent`, which makes one call enough for an audit but produces large responses on document-heavy agents. Pass `excludeContent=true` for metadata only. - [Get a document](https://docs.abundly.ai/api-reference/get-a-document.md): A single document with its content. - [List diary entries](https://docs.abundly.ai/api-reference/list-diary-entries.md): The agent's diary. Filter to one day with `date`, to one conversation with `conversationId`, or pass `year` and `month` together for a month summary. - [Read the activity log](https://docs.abundly.ai/api-reference/read-the-activity-log.md): Trigger runs with their per-stage credit cost. Pass `entryId` for a single entry with its full `steps[]` trace — the most detailed audit surface in the API. Passing `page` or `pageSize` returns a paginated response that echoes both; without either you get the most recent entries capped by `limit`. - [List email and SMS messages](https://docs.abundly.ai/api-reference/list-email-and-sms-messages.md): External messages sent to or by the agent. `totalCount` reflects the active filter, so it changes as you narrow by direction, channel or date. - [List evals](https://docs.abundly.ai/api-reference/list-evals.md): Eval definitions and settings for the agent, optionally with the most recent results. - [List connected agents](https://docs.abundly.ai/api-reference/list-connected-agents.md): Outbound connections, inbound connections, and other agents available to connect to. - [List MCP servers](https://docs.abundly.ai/api-reference/list-mcp-servers.md): MCP servers connected to the agent. - [Get usage for one tool](https://docs.abundly.ai/api-reference/get-usage-for-one-tool.md): How often the agent called one specific tool, across chats and trigger runs, plus the most recent call inputs. `:toolName` is a tool name (lowercase with underscores, e.g. `send_email`), not a capability name — an unknown name returns 404 rather than a zero count. - [Integrations Overview](https://docs.abundly.ai/integrations/overview.md): Give your agent access to external services and data - [MCP Servers](https://docs.abundly.ai/integrations/mcp.md): Connect external tools via the Model Context Protocol - [Integration pricing](https://docs.abundly.ai/integrations/pricing.md): How integrations are billed - [Atlassian](https://docs.abundly.ai/integrations/atlassian.md): Work with Jira, Confluence, and other Atlassian products - [Anthropic](https://docs.abundly.ai/integrations/anthropic.md): Claude family of language models - [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): Speech to text transcription and text to speech with natural-sounding voices - [Figma](https://docs.abundly.ai/integrations/figma.md): Read Figma files, render frames as images, browse projects, and post comments - [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 Chat](https://docs.abundly.ai/integrations/google-chat.md): Connect your agent to Google Chat as its own named app, in a simple or advanced mode - [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 - [Meta Ads](https://docs.abundly.ai/integrations/meta-ads.md): Read campaign, ad set, and ad performance data from Facebook and Instagram ads - [MongoDB](https://docs.abundly.ai/integrations/mongodb.md): Let your agent read and write your MongoDB data using your own database connection - [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 - [Perplexity](https://docs.abundly.ai/integrations/perplexity.md): AI-powered web search and deep research - [Salesforce](https://docs.abundly.ai/integrations/salesforce.md): Manage contacts, accounts, opportunities, leads, and more - [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 - [WhatsApp](https://docs.abundly.ai/integrations/whatsapp.md): Connect your agent to WhatsApp so it can send and receive messages - [Find Your Use Case](https://docs.abundly.ai/guides/find-use-case.md): Identify which tasks are best suited for AI agents - [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 - [Troubleshooting](https://docs.abundly.ai/guides/troubleshooting.md): Solutions for common issues - [Use Cases](https://docs.abundly.ai/use-cases/index.md): Examples of AI agents in action across different business functions - [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 - [Attack Detection](https://docs.abundly.ai/security/attack-detection.md): Automated screening of untrusted trigger content before agent execution - [Guardrails](https://docs.abundly.ai/security/guardrails.md): Technical constraints enforced by code, not LLM reasoning - [User Approval](https://docs.abundly.ai/security/user-approval.md): Require human approval before agents execute sensitive actions - [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 - [Infrastructure & Compliance](https://docs.abundly.ai/security/infrastructure.md): Data residency, encryption, audit trails, and regulatory compliance - [Subprocessors](https://docs.abundly.ai/security/subprocessors.md): Third parties that may process customer data when using Abundly agents and integrations. - [Platform summary](https://docs.abundly.ai/summary/index.md): A comprehensive single-page summary of all Abundly documentation — ideal for LLM context - [Changelog](https://docs.abundly.ai/changelog/index.md): New features, improvements, and fixes in Abundly ## OpenAPI Specs - [workspace-api](https://docs.abundly.ai/api-reference/workspace-api.json)