# Chipp AI

> Chipp is a platform that builds AI agents and software. It does your annoying work so you can do what matters.

- Canonical definition of an autonomous company: https://chipp.ai/blog/what-is-an-autonomous-company
- Website: https://chipp.ai

## Plans

Every plan includes every feature. The only difference is who does the build.

- Do it yourself: $299 per month. You build it. Start from a template or a blank page, with help docs, how-to videos, and the community Slack.
- Configure your template: $299 per month, plus $2,500 one time. We set it up, you run it. We configure a template on your data and tools and train your team.
- Custom build: $299 per month, plus custom scope. We build custom AI and software for you. The scope is agreed before we start, and it runs on the same platform.

$100 of AI usage is included every month. Usage above that is paid as used.

Details: https://chipp.ai/pricing

## Key pages

- [Chipp Home](https://chipp.ai): What Chipp is and how it builds AI agents and software for you
- [Pricing](https://chipp.ai/pricing): Three plans at $299 a month, with $100 of AI usage included
- [Customers](https://chipp.ai/customers): Customer stories with real numbers
- [Blog](https://chipp.ai/blog): Product updates, tutorials, and ideas on how autonomous companies work
- [About Chipp](https://chipp.ai/about): Who Chipp is, who founded it, and how the company works
- [Alchemist](https://chipp.ai/alchemist): The autonomous software factory that plans, builds, tests, and ships production software
- [Documentation](https://chipp.ai/docs): How to build, publish, and run agents and software on Chipp
- [Events](https://chipp.ai/events): Upcoming Chipp workshops and conferences
- [Templates](https://chipp.ai/templates): Templates to start from: AI agent templates and full-stack app templates, with live demos
- [Integrations](https://chipp.ai/integrations): The tools and data sources Chipp connects to
- [AI Glossary](https://chipp.ai/ai/glossary): AI concepts explained for builders and businesses
- [Enterprise](https://chipp.ai/enterprise): Chipp for large organizations: security, scale, and custom builds
- [Security](https://chipp.ai/security): How Chipp protects customer data and handles compliance
- [Contact](https://chipp.ai/contact): Talk to the Chipp team

## Customer stories

- [Valor Victoria](https://www.youtube.com/watch?v=je-yfEtaCCc): Replaced its offshore engineering team in 30 days. Team size 50 → 3. 30 days to EBITDA positive. $5M+ of offshore spend replaced.
- [MACE / Matthias](https://chipp.ai/blog/mace-ai-content-engine): Matthias built an AI content engine with the MACE template. 1 day from idea to a working content engine.

All stories: https://chipp.ai/customers

## Documentation: Alchemist Platform

- [Alchemist Architecture: The Two Planes](https://chipp.ai/docs/guides/alchemist-architecture.md): How Chipp's Alchemist separates the autonomous development plane (AI agents that plan, build, test, review, and deploy) from the production application plane (what actually runs). AI does the engineering work; it does not have to run in your deployed software.
- [Alchemist: Runtime, Data, and Regions](https://chipp.ai/docs/guides/alchemist-runtime-and-data.md): What your Alchemist app runs on, the runtime rules it runs under, where its data lives, how that data is backed up, and how AI calls through the platform handle your data.
- [Alchemist Production Workloads: Non-Chat Examples](https://chipp.ai/docs/guides/alchemist-production-workloads.md): Concrete examples of what Alchemist can build beyond chat agents: REST APIs, backend services, service-to-service integrations, workers, scheduled jobs, event processors, data pipelines, and conventional web applications. AI does the engineering; no AI has to run in the resulting software.
- [Alchemist Tickets: Autonomous Development](https://chipp.ai/docs/guides/alchemist-tickets.md): How the Alchemist platform plans a ticket as a workflow graph, executes it node by node, and how to read status, cancel, and retry.
- [Alchemist Budgets and Costs](https://chipp.ai/docs/guides/alchemist-budgets-and-costs.md): How ticket cost estimates are produced, how the per-ticket budget and cost gate work, and where to see spend.
- [Alchemist Ticket Dependencies](https://chipp.ai/docs/guides/alchemist-ticket-dependencies.md): Structuring multi-ticket work with depends_on: blocked-until-parents-succeed semantics, auto-cancel on parent failure, and when to split work across tickets.
- [Alchemist Work Review](https://chipp.ai/docs/guides/alchemist-work-review.md): What the Work Review surface collects, how to inspect a completed ticket's diff and reports, and your options when the result isn't what you wanted.
- [Answering Agent Questions](https://chipp.ai/docs/guides/alchemist-awaiting-input.md): The kinds of questions an agent asks mid-ticket, where they surface, how to reply, and the secure credential submission link flow.
- [Alchemist Reports and Audit](https://chipp.ai/docs/guides/alchemist-reports-and-audit.md): Per-node reports and the agent-turn audit trail: how to read them when verifying work or diagnosing a surprising outcome.
- [Alchemist Cross-Project Proposals](https://chipp.ai/docs/guides/alchemist-cross-project-proposals.md): Let your project's agent propose tickets to another Alchemist project. Covers the built-in Chipp platform support channel, requesting access to other projects, filing proposals from chat, decision and outcome notifications, live status queries, and the sent-proposals dashboard view.
- [Data and Script Operations](https://chipp.ai/docs/guides/alchemist-data-operations.md): What a data operation is, the propose to approval to apply lifecycle, the dry-run vs execute mode, reading run output, and retry/decline semantics.
- [Alchemist: Adding Environment Variables and Secrets](https://chipp.ai/docs/guides/alchemist-environment-variables.md): Add a Stripe key or other secret directly in your project dashboard, or ask your project's agent for a secure link, no pasting values into chat, ever.
- [Alchemist: Pull Data Out of Incoming Email](https://chipp.ai/docs/guides/alchemist-email-ingestion.md): Give your Alchemist app its own inbound email address and have AI extract structured data from forwarded emails and their PDF, image, and spreadsheet attachments.
- [Alchemist: Getting Started](https://chipp.ai/docs/guides/alchemist-getting-started.md): Create your first project on the Alchemist autonomous software-development platform and ship your first ticket. AI agents do the engineering; the production output can be a conventional app or service with no AI running inside it.
- [Alchemist: Where Are My Projects?](https://chipp.ai/docs/guides/alchemist-project-visibility.md): How Alchemist project visibility works across accounts, organizations, and whitelabel dashboard domains, and how to troubleshoot a project you can't see.
- [Alchemist: Working with Tickets](https://chipp.ai/docs/guides/alchemist-working-with-tickets.md): Write effective tickets, follow the pipeline, and review the work the agents ship.
- [Alchemist: Your Project's Agent in Slack](https://chipp.ai/docs/guides/alchemist-slack.md): Connect Slack to your Alchemist project. Mention your project's agent in a thread. Propose, approve, and track tickets without leaving the channel.
- [Alchemist: Clone Your App's Code and Develop Locally](https://chipp.ai/docs/guides/alchemist-local-development.md): Clone your Alchemist-built repository, make changes in Claude Code or Cursor, push to deploy, and debug your live app with the built-in MCP tools.
- [Recipes, Feature Packs & the Marketplace](https://chipp.ai/docs/guides/alchemist-recipes-overview.md): Understand the three building blocks of the Alchemist template system: Feature Packs (atomic reusable capabilities), Recipes (curated compositions), and Marketplace Listings (the commercial wrapper for purchasing and licensing them).
- [Marketplace: Browse, Purchase & Create a Project](https://chipp.ai/docs/guides/alchemist-marketplace-browse-purchase.md): How to discover Recipes and Feature Packs in the Alchemist Marketplace, understand pricing and licensing before purchase, and create a new project from a first-party or third-party Recipe.
- [Alchemist: Rescuing a Stuck Ticket](https://chipp.ai/docs/guides/alchemist-stuck-ticket-recovery.md): Fetch a stuck ticket's agent branch through the git proxy, fix it in Claude Code or Cursor, and land it into staging yourself.
- [Marketplace: Install into an Existing Project](https://chipp.ai/docs/guides/alchemist-marketplace-install.md): How to discover, analyze, and apply Feature Packs and Recipe updates to an already-running Alchemist project, including conflict detection, AI-assisted reconciliation, versioning, and compatibility.
- [Marketplace: Maintenance Subscriptions, Updates & Perpetual Rights](https://chipp.ai/docs/guides/alchemist-marketplace-maintenance.md): Understand Maintenance subscriptions -- what they cover, how renewal and cancellation work, why perpetual version rights survive cancellation, and how coupons and 100%-off grants work.
- [Marketplace Seller Guide: Publish Recipes & Feature Packs](https://chipp.ai/docs/guides/alchemist-marketplace-seller-guide.md): Everything a seller needs to package, price, publish, version, and support a Recipe or Feature Pack in the Alchemist Marketplace. Includes marketplace economics, the configurable platform fee, how Stripe pays sellers directly, and a worked example.
- [Marketplace FAQ](https://chipp.ai/docs/guides/alchemist-marketplace-faq.md): Answers to common questions about Recipes, Feature Packs, licensing, Maintenance subscriptions, pricing, the seller experience, and platform security.

## Documentation: Alchemist Operations

- [Alchemist: Deploys and Domains](https://chipp.ai/docs/guides/alchemist-deploys-and-domains.md): How deployments work on the Alchemist platform and how to attach custom domains.
- [Alchemist: Releases, the Deploy Gate, and Rollback](https://chipp.ai/docs/guides/alchemist-releases-and-rollback.md): How finished work goes live on Alchemist: the deploy gate's Continuous, Manual, and Scheduled modes, release-candidate QA, release notes, and one-step rollback.
- [Alchemist: Embedded Chipp Agent](https://chipp.ai/docs/guides/alchemist-embedded-chipp-agent-overview.md): Bind a Chipp AI agent to your Alchemist project and embed it in your application using inline panels, floating widgets, or backend calls.
- [Alchemist: Self-Healing](https://chipp.ai/docs/guides/alchemist-self-healing.md): The platform watches your deployed app's errors and behavior and files fix tickets automatically.
- [Alchemist: Install & Bind the Embedded Agent](https://chipp.ai/docs/guides/alchemist-embedded-chipp-agent-install.md): Install the embedded-Chipp-agent feature pack and bind it to an existing agent in your organization.
- [Alchemist: Embedded Agent: Inline Panel](https://chipp.ai/docs/guides/alchemist-embedded-chipp-agent-inline-panel.md): Embed a native chat panel as part of your application interface.
- [Alchemist: Embedded Agent: Floating Widget](https://chipp.ai/docs/guides/alchemist-embedded-chipp-agent-widget.md): Add a persistent, floating chat widget that users can toggle on any page.
- [Alchemist: Embedded Agent - Backend Client](https://chipp.ai/docs/guides/alchemist-embedded-chipp-agent-backend.md): Call a bound Chipp agent from your application server for search, recommendations, or autonomous workflows.
- [Alchemist: Embedded Agent - Identity & Billing](https://chipp.ai/docs/guides/alchemist-embedded-chipp-agent-identity-and-billing.md): Understand authenticated vs. anonymous sessions and how billing is attributed.

## Documentation: Alchemist API & Automation

- [Alchemist: API Keys](https://chipp.ai/docs/guides/alchemist-api-keys.md): Mint and manage tenant API keys for programmatic access to the Alchemist platform.
- [Alchemist Cloud Tickets MCP](https://chipp.ai/docs/guides/alchemist-mcp-server.md): Drive your Alchemist Cloud tickets from any MCP client: dispatch, list, read status, reply to a paused question, read logs, query your app's database.
- [Tickets MCP Tool Schemas](https://chipp.ai/docs/guides/alchemist-mcp-tickets-schemas.md): Machine-readable request and response schemas for dispatch_ticket, list_tickets, and get_ticket, with field types, required/optional markers, and annotated example payloads.
- [Alchemist: Agent Pipeline Configuration](https://chipp.ai/docs/guides/alchemist-pipeline-configuration.md): Set the routing mode and per-ticket budget cap that new tickets in a project start with.
- [Alchemist: Pipeline Permutations](https://chipp.ai/docs/guides/alchemist-pipeline-permutations.md): Reference for the pipeline shapes a ticket can run through.

## Documentation: Getting Started

- [The Alchemist Copilot](https://chipp.ai/docs/guides/alchemist.md): The Alchemist copilot is your AI-powered assistant inside the Chipp app builder, used to configure published chat agents and manage your workspace. For the Alchemist autonomous software-development platform (tickets, agents, CI/CD delivery), see Alchemist Tickets and Alchemist Getting Started.
- [Choosing a Model](https://chipp.ai/docs/guides/choosing-a-model.md): How to select the best AI model for a published Chipp chat agent. Model selection applies to conversational agents -- one output type Alchemist supports. For non-chat workloads (APIs, backend services, data pipelines), the AI runs in the engineering pipeline, not the deployed software.
- [Skills & Templates](https://chipp.ai/docs/guides/skills-and-templates.md): Understand the difference between templates and skills, and how to use them to build better AI agents.
- [Pricing & Usage](https://chipp.ai/docs/guides/pricing-and-usage.md): Understanding Chipp's usage-based pricing and how to optimize your AI costs
- [Model Keys and Dedicated Capacity](https://chipp.ai/docs/guides/model-keys-and-capacity.md): How Build For You and Fractional CTO organizations get a dedicated model capacity lane and can bring their own Google, OpenAI, and Anthropic keys with no platform fee.
- [Understanding Tokens](https://chipp.ai/docs/guides/understanding-tokens.md): Learn exactly what tokens are, how they're counted, and why they matter for AI pricing
- [How to Maximize Chipp Capabilities](https://chipp.ai/docs/guides/maximize-chipp-capabilities.md): Get the most out of your published Chipp chat agent by mastering key features and best practices. Chat agents are one output type the Alchemist platform supports; for the autonomous software-development system itself, see the Alchemist Platform docs.

## Documentation: Agent Capabilities

- [Image Recognition](https://chipp.ai/docs/guides/image-recognition.md): How to get the best results when analyzing images with your Chipp app
- [Image Generation](https://chipp.ai/docs/guides/image-generation.md): Generate and edit images directly inside your chatbot using multiple AI image models.
- [Video Generation](https://chipp.ai/docs/guides/video-generation.md): Generate short videos from text descriptions using Google Veo 3 directly inside your chatbot.
- [Deep Research and Deep Thinking](https://chipp.ai/docs/guides/deep-research.md): Give your chatbot the ability to conduct multi-source research and show visible step-by-step reasoning.
- [Heartbeat - Proactive AI Outreach](https://chipp.ai/docs/guides/heartbeat.md): Set up your AI to automatically check in with users on a schedule, delivering personalized messages via email, SMS, WhatsApp, Slack, Google Chat, webchat, the Chipp iPhone app, or webhooks.
- [Database Connections](https://chipp.ai/docs/guides/database-connections.md): Connect external databases to your AI chatbot so it can query real data during conversations.
- [Agent-to-Agent Links](https://chipp.ai/docs/guides/agent-links.md): Build a team of specialist AI agents that automatically delegate questions to each other.
- [Watched Folders (Chipp Desktop)](https://chipp.ai/docs/guides/desktop-watched-folders.md): Point a folder on your Mac at any of your Chipp agents and every document you drop there becomes agent knowledge automatically.
- [Message Tagging](https://chipp.ai/docs/guides/message-tagging.md): Automatically detect and respond to specific types of user messages using AI-powered semantic matching
- [Lead Generation Forms](https://chipp.ai/docs/guides/lead-generation-forms.md): Collect user information before starting a conversation with customizable lead capture forms.
- [Alchemist: Your Team](https://chipp.ai/docs/guides/alchemist-team.md): Add your agents to a team, and the Alchemist hands them work, shows you what they did, and asks before anything is changed.
- [Multilingual Apps](https://chipp.ai/docs/guides/multilingual.md): Configure your app's display language so the AI, the chat UI, and emails all speak your audience's language.
- [Understanding AI Evaluations](https://chipp.ai/docs/guides/understanding-evals.md): Learn how to test your AI chatbot before launching it to customers. Evals help you know exactly what your AI will say in any situation, so you can ship with confidence.

## Documentation: Knowledge & Memory

- [How Knowledge Sources Work](https://chipp.ai/docs/guides/how-knowledge-sources-work.md): Learn how your documents become searchable AI knowledge through embeddings and semantic search
- [Knowledge Retrieval Settings](https://chipp.ai/docs/guides/rag-settings.md): How your AI searches your knowledge base, and the settings that tune retrieval quality, cost, and coverage.
- [User Memory](https://chipp.ai/docs/guides/user-memory.md): Let your AI remember facts about users across conversations for personalized experiences.
- [Consumer Brain](https://chipp.ai/docs/guides/consumer-brain.md): Persistent file storage for consumers that works across chat sessions and apps in your workspace.
- [My Files: Your Document Library, Shared Across Your Assistants](https://chipp.ai/docs/guides/my-files-and-sharing.md): Upload a document once and every assistant you use can find it later, in any conversation. Share files with family or teammates through circles.
- [Circles - Shared Files and Agent Memory](https://chipp.ai/docs/guides/circles.md): Share files, memory, and context with family or teammates across every AI assistant you each use. Share a document once (manually, by asking your assistant, or automatically) and every member's assistants can read it.
- [Enterprise Knowledge Base: Scoped KBs for Your Organization](https://chipp.ai/docs/guides/enterprise-knowledge-base.md): Create an organization- or workspace-wide knowledge base, link it to authorized agents, and validate retrieval with the health dashboard.

## Documentation: Design & Experience

- [Style Studio](https://chipp.ai/docs/guides/style-studio.md): Use AI to generate custom themes and CSS for your chatbot interface.
- [Component Studio](https://chipp.ai/docs/guides/component-studio.md): Build custom HTML/CSS/JS components that your AI can render inside chat conversations.
- [HQ Profile](https://chipp.ai/docs/guides/hq-profile.md): Create a public profile page to showcase and share your AI agents.
- [Multiplayer Chat](https://chipp.ai/docs/guides/multiplayer-chat.md): Enable group conversations where multiple users can chat with your AI in a shared session via shareable links.
- [Desktop Agent](https://chipp.ai/docs/guides/desktop-agent.md): The Desktop Agent macOS menu bar app has been retired.

## Documentation: Voice & Phone

- [Phone Numbers](https://chipp.ai/docs/guides/phone-numbers.md): Purchase dedicated phone numbers for your voice agents so users can call and have real-time AI conversations.
- [Outbound Calling](https://chipp.ai/docs/guides/outbound-calling.md): Initiate AI-powered outbound phone calls to reach customers proactively, one at a time or in batch campaigns.
- [Voice Cloning](https://chipp.ai/docs/guides/voice-cloning.md): Create custom AI voices trained on your own audio samples for a branded, personalized voice agent experience.

## Documentation: Publish & Share

- [Embed Chat Widget](https://chipp.ai/docs/guides/embed-widget.md): Add your AI chatbot to any website with a floating chat bubble or iframe embed.
- [Embed Chipp Agents into Alchemist Projects](https://chipp.ai/docs/guides/alchemist-embed-chipp-agent.md): Bind and embed your Chipp AI agents into Alchemist projects with inline panels, floating widgets, and both authenticated and anonymous visitor support.
- [Embed Chipp Insights Beacon](https://chipp.ai/docs/guides/embed-insights-beacon.md): Add Chipp Insights to your website to track user presence, identify logged-in users, and monitor client-side errors.
- [Custom Domains](https://chipp.ai/docs/guides/custom-domains.md): Use your own domain for your Chipp AI chatbot instead of the default chipp.ai URL.
- [Install as App (PWA)](https://chipp.ai/docs/guides/pwa-installation.md): Let users install your AI chatbot as an app on their phone or desktop for quick access.
- [Chipp Sites](https://chipp.ai/docs/guides/chipp-sites.md): Generate AI-powered landing pages for your chatbot agent with built-in chat, pricing, and custom domains.
- [Embed Chipp into Kajabi](https://chipp.ai/docs/guides/embed-on-kajabi.md): Add your Chipp AI chatbot to your Kajabi site -- site-wide floating widget or a per-page iframe.
- [How to Use Chipp with Claude Code](https://chipp.ai/docs/guides/how-to-use-chipp-with-claude-code.md): Manage your Chipp apps directly from Claude Code using the Chipp MCP Server. Create apps, add knowledge sources, configure actions, and analyze conversations, all through natural language.

## Documentation: Monetization & Access

- [Selling Access to Your AI](https://chipp.ai/docs/guides/selling-access.md): Monetize a published Chipp app or chat agent by selling credits or subscriptions powered by Stripe. This is one of the output types Alchemist can build -- publishing a chat agent -- not a requirement of the platform.
- [Consumer Monetization](https://chipp.ai/docs/guides/consumer-monetization.md): The complete guide to monetizing your AI agent with Stripe payments, per-tool pricing, and product catalogs.
- [Access Control](https://chipp.ai/docs/guides/access-control.md): Configure authentication modes to control how users access your AI app -- from fully open to restricted by email.
- [Bring Your Own Auth (Pre-Authenticated Sessions)](https://chipp.ai/docs/guides/bring-your-own-auth.md): Sign users into your Chipp app from your own backend -- no Chipp login screen -- with server-side identity that works across devices and inside iframe embeds.
- [HIPAA-Compliant Models](https://chipp.ai/docs/guides/hipaa-compliant-models.md): Which AI models are covered by Chipp's Business Associate Agreements (BAAs), how to choose a HIPAA-eligible model for your app, and what the Launch > Access HIPAA Compliance setting does and does not guarantee.
- [Clever SSO for Schools](https://chipp.ai/docs/guides/clever-sso.md): Let K-12 students, teachers, and staff sign in to your Chipp app with their school district's Clever account.

## Documentation: Analytics & Operations

- [Analytics & Chat History](https://chipp.ai/docs/guides/analytics.md): View conversations, track usage metrics, and download chat data for analysis.
- [Builder Analytics & Activation Tracking](https://chipp.ai/docs/guides/builder-analytics.md): Track your builder's activation journey, from signup through first app creation and publication. Understand conversion funnel metrics and identify where users get stuck.
- [Performance Dashboard](https://chipp.ai/docs/guides/performance-dashboard.md): Monitor and optimize your AI agent's response speed with real-time latency metrics.
- [Get Your App's Own Usage Stats](https://chipp.ai/docs/guides/programmatic-usage-stats.md): Set up your AI chatbot to fetch and send its own activity reports -- daily, weekly, or on demand. No coding required.
- [Session Lifecycle Webhooks](https://chipp.ai/docs/guides/session-webhooks.md): Receive signed HTTP events when consumers start or end a chat session, including the URL query params they arrived with.
- [Audit Logs](https://chipp.ai/docs/guides/audit-logs.md): Track administrative actions across your organization with a complete, immutable activity trail.

## Documentation: Teams & White-Label

- [Team Management](https://chipp.ai/docs/guides/team-management.md): Invite team members, assign roles, and organize workspaces for collaborative AI building.
- [White-Label Platform](https://chipp.ai/docs/guides/enterprise-whitelabel.md): Turn Chipp into your own branded AI platform, your domain, your branding, your dashboard. Available as a $999/mo add-on on Studio Pro, free on Build For You and Fractional CTO.

## Documentation: Custom Actions

- [Action Collections](https://chipp.ai/docs/custom-actions/action-collections.md): Bundle custom actions into a collection, share it with your workspace, and add it to other apps.
- [What are Custom Actions?](https://chipp.ai/docs/custom-actions/overview.md): Give a published Chipp chat agent the ability to interact with external services. Custom actions apply to conversational agent deployments, one of the output types Alchemist can build.
- [Getting Started with Custom Actions](https://chipp.ai/docs/custom-actions/getting-started.md): Create your first custom action in minutes
- [Parameter Configuration](https://chipp.ai/docs/custom-actions/parameters.md): Configure headers, query, body, and path parameters for your custom actions
- [Authenticating Custom Actions](https://chipp.ai/docs/custom-actions/authentication.md): Connect your agent to APIs that use API keys, bearer tokens, OAuth, client certificates, or signed assertions
- [Variables and Secrets](https://chipp.ai/docs/custom-actions/variables.md): Manage reusable values and secure credentials across your custom actions
- [Testing and Debugging](https://chipp.ai/docs/custom-actions/testing.md): Test your custom actions before deploying them to production
- [Integration Examples](https://chipp.ai/docs/custom-actions/examples.md): Common custom action patterns and real-world integration examples
- [Single-Use Custom Actions](https://chipp.ai/docs/guides/single-use-custom-actions.md): Prevent a custom action from firing more than once in the same conversation. Use for lead submissions, bookings, registrations, charges, and any one-shot side effect.

## Documentation: Pro Actions

- [What are MCP Pro Actions?](https://chipp.ai/docs/pro-actions/mcp-overview.md): Connect to 20+ enterprise services instantly with Model Context Protocol
- [Getting Started with MCP Pro Actions](https://chipp.ai/docs/pro-actions/getting-started.md): Connect your first MCP service in 5 minutes
- [MCP Pro Actions Examples](https://chipp.ai/docs/pro-actions/examples.md): Real-world workflows using HubSpot, Zapier, and more
- [Fireflies MCP](https://chipp.ai/docs/pro-actions/fireflies-mcp.md): Connect Fireflies to access meeting transcripts, summaries, and insights
- [Otter MCP](https://chipp.ai/docs/pro-actions/otter-mcp.md): Connect Otter.ai to access meeting transcripts, summaries, and action items
- [SeekOut MCP](https://chipp.ai/docs/pro-actions/seekout-mcp.md): Connect SeekOut to search and source talent from your AI assistant using OAuth

## Documentation: Integrations

- [WhatsApp Integration](https://chipp.ai/docs/integrations/whatsapp.md): Connect your Chipp AI app to WhatsApp and let users chat with your AI through WhatsApp messaging.
- [Google Sheets Integration](https://chipp.ai/docs/integrations/google-sheets.md): Let your AI agent read, write, and format Google Sheets, and export chat conversations to a spreadsheet.
- [Voice Agents](https://chipp.ai/docs/integrations/voice-agents.md): Deploy your AI as a voice agent that can handle phone calls and real-time voice conversations.
- [Slack Integration](https://chipp.ai/docs/integrations/slack.md): Add your Chipp AI to Slack and let team members interact with it directly in channels and DMs.
- [Email Integration](https://chipp.ai/docs/integrations/email.md): Let users interact with your AI chatbot via email for support tickets, inquiries, and automated responses.
- [GitHub Integration](https://chipp.ai/docs/integrations/github.md): Deploy your AI as a GitHub App that responds to issues and pull requests with full repository context.
- [Discord Integration](https://chipp.ai/docs/integrations/discord.md): Deploy your AI as a Discord bot that responds to slash commands, mentions, and direct messages.
- [WhatsApp Groups](https://chipp.ai/docs/integrations/whatsapp-groups.md): Mine conversations from WhatsApp groups to automatically build and update your AI's knowledge base.
- [Connecting Google to Chipp](https://chipp.ai/docs/integrations/connecting-google.md): How to connect Google integrations (Drive, Gmail, Calendar, and more) -- including the Workspace super-admin allowlist for "This app is blocked".
- [Google Drive Integration](https://chipp.ai/docs/integrations/google-drive.md): Give your AI agent the ability to search, browse, and read files from Google Drive.
- [Gmail Integration](https://chipp.ai/docs/integrations/gmail.md): Give your AI agent the ability to read, search, send, reply to, and manage emails in Gmail.
- [OneDrive Integration](https://chipp.ai/docs/integrations/onedrive.md): Give your AI agent the ability to search, read, and upload files in Microsoft OneDrive.
- [SharePoint Integration](https://chipp.ai/docs/integrations/sharepoint.md): Give your AI agent access to SharePoint sites, document libraries, and files.
- [Notion Integration](https://chipp.ai/docs/integrations/notion.md): Give your AI agent the ability to search, read, create, and update pages and databases in Notion.
- [Google Calendar Integration](https://chipp.ai/docs/integrations/google-calendar.md): Give your AI agent the ability to read and manage events on Google Calendar.
- [HubSpot Integration](https://chipp.ai/docs/integrations/hubspot.md): Give your AI agent the ability to manage contacts, deals, companies, and notes in HubSpot CRM.
- [Dropbox Integration](https://chipp.ai/docs/integrations/dropbox.md): Give your AI agent the ability to browse, search, and organize files and folders in Dropbox.
- [Monday.com Integration](https://chipp.ai/docs/integrations/monday.md): Give your AI agent the ability to manage boards, items, and updates in Monday.com.
- [Can My AI Send Email?](https://chipp.ai/docs/integrations/sending-email.md): How to connect a mail provider (Gmail, Microsoft Outlook, iCloud Mail, or Proton Mail) so your Chipp AI can send email on request, and what to expect when you just ask it "can you send email?"
- [Asana](https://chipp.ai/docs/pro-actions/asana-mcp.md): Connect Asana to manage tasks, projects, and team workflows
- [Connect Meta Ads to Your Chipp App (Per-User)](https://chipp.ai/docs/guides/connect-meta-ads.md): Enable your end-users to connect their own Meta Business accounts to your AI agent using per-user OAuth authentication

## Documentation: Agentic Commerce

- [ACP Overview](https://chipp.ai/docs/acp/overview.md): Introduction to the Agentic Commerce Protocol for selling AI agent services
- [Authentication](https://chipp.ai/docs/acp/authentication.md): API key authentication for ACP checkout operations
- [Agent Discovery](https://chipp.ai/docs/acp/agent-discovery.md): Public endpoints for AI agents to discover products and capabilities
- [Checkout](https://chipp.ai/docs/acp/checkout.md): Create, manage, and complete checkout sessions for purchasing products
- [Webhooks](https://chipp.ai/docs/acp/webhooks.md): Receive real-time notifications when orders are created and fulfilled

## Documentation: Developer Platform

- [Building Custom MCP Servers](https://chipp.ai/docs/guides/building-custom-mcp-servers.md): A comprehensive guide to building remote MCP servers that connect your private data and APIs to Chipp
- [Consumer OAuth for Custom MCP Servers](https://chipp.ai/docs/guides/consumer-oauth-mcp.md): How per-user (Consumer OAuth) authentication works in Chipp, which connectors support it, and how a custom MCP server or custom action can act with a user's own Google Drive connection
- [Chipp MCP Server Overview](https://chipp.ai/docs/guides/chipp-mcp-server.md): Connect Claude Code or any MCP client to your Chipp apps for AI-powered app building
- [Chipp MCP Server](https://chipp.ai/docs/guides/mcp.md): Connect any MCP client to manage your Chipp apps programmatically
- [Setup & Installation](https://chipp.ai/docs/guides/mcp/setup.md): Connect the Chipp MCP Server to Claude Code, Cursor, or any MCP client
- [Connect from Claude App or Claude Cowork](https://chipp.ai/docs/guides/mcp/claude-app-cowork.md): Add Chipp as a custom connector in the Claude desktop app or Claude Cowork, approve the authorization modal, and confirm the connected state.
- [Authentication](https://chipp.ai/docs/guides/mcp/authentication.md): How authentication works when connecting MCP clients to your Chipp account
- [Tools Reference](https://chipp.ai/docs/guides/mcp/tools-reference.md): Complete reference for all Chipp MCP Server tools
- [Common Workflows](https://chipp.ai/docs/guides/mcp/workflows.md): Step-by-step examples for common tasks with the Chipp MCP Server
- [Rate Limits](https://chipp.ai/docs/guides/mcp/rate-limits.md): Understanding and working with Chipp MCP Server rate limits

## Documentation: API

- [Quickstart](https://chipp.ai/docs/api/quickstart.md): Get started with the Chipp Builder API in 2 minutes. The Builder API lets you programmatically interact with published chat agents. For the Alchemist autonomous-development API (dispatch tickets, query project status), see the Alchemist API and Automation docs.
- [Authentication](https://chipp.ai/docs/api/authentication.md): API key authentication for Chipp API
- [API Reference](https://chipp.ai/docs/api/reference.md): Complete reference for the Chat Completions endpoint
- [Chat Transcript](https://chipp.ai/docs/api/chat-transcript.md): Retrieve the full conversation transcript for a chat session
- [Org Export API](https://chipp.ai/docs/api/org-export.md): Pull conversations, usage, and session metadata across every app in your organization with a single org API key (chipp_org_*) -- built for Snowflake warehouse sync, transcript export, and scheduled scripts
- [Streaming](https://chipp.ai/docs/api/streaming.md): Real-time streaming responses
- [Release Notes Feed & Webhooks](https://chipp.ai/docs/api/release-notes.md): Public RSS/Atom feed and HMAC-signed webhook subscriptions for Chipp platform release notes

## Documentation: Builder API

- [Builder API Overview](https://chipp.ai/docs/builder-api/overview.md): Programmatic access to your Chipp app data -- chat logs, consumers, analytics, and more
- [Sessions](https://chipp.ai/docs/builder-api/sessions.md): List chat sessions and retrieve messages from your Chipp app
- [Consumers](https://chipp.ai/docs/builder-api/consumers.md): List and look up consumers who have interacted with your Chipp app
- [Feedback](https://chipp.ai/docs/builder-api/feedback.md): Retrieve message ratings from your Chipp app consumers
- [Tags](https://chipp.ai/docs/builder-api/tags.md): Retrieve message tags from your Chipp app
- [Knowledge Sources](https://chipp.ai/docs/builder-api/knowledge-sources.md): List knowledge sources and their processing status
- [Memories](https://chipp.ai/docs/builder-api/memories.md): Retrieve user memory entries extracted from conversations
- [Analytics](https://chipp.ai/docs/builder-api/analytics.md): Usage analytics and token consumption for your Chipp app
- [Circles - Builder API & MCP Reference](https://chipp.ai/docs/builder-api/circles.md): Complete API and MCP tool reference for Circles shared agent memory -- authentication, endpoints, append vs replace semantics, cursor usage, concurrency, idempotency, provenance, revocation, and error codes.

## Documentation: Platform

- [Release Notes and What's New](https://chipp.ai/docs/guides/release-notes.md): Where to find Chipp's changelog: the What's New page with release notes covering new features, improvements, and bug fixes shipped to the platform.

## AI Glossary

A glossary of 61 AI concepts, written for builders and businesses. Each term has a dedicated page and a plaintext markdown endpoint at `/ai/glossary/{slug}.md`.

- [AI Glossary Index](https://chipp.ai/ai/glossary): Browse all terms by letter or category

- [Agent-to-Agent Communication](https://chipp.ai/ai/glossary/agent-to-agent-communication.md): Protocols and patterns that allow autonomous AI agents to exchange messages, share context, and coordinate actions without human intervention.
- [Agentic AI](https://chipp.ai/ai/glossary/agentic-ai.md): AI systems that can autonomously plan, reason, and execute multi-step tasks with minimal human intervention.
- [AI Agent Bootstrap](https://chipp.ai/ai/glossary/ai-agent-bootstrap.md): The initialization process where an AI agent loads its configuration, tools, knowledge base, and system prompt before starting to interact with users.
- [AI Agent Cron Jobs](https://chipp.ai/ai/glossary/ai-agent-cron-jobs.md): Scheduled tasks that trigger AI agents to perform actions at specific intervals, enabling proactive outreach and automated workflows.
- [AI Agent Heartbeat](https://chipp.ai/ai/glossary/ai-agent-heartbeat.md): A scheduled system where AI agents proactively reach out to users with personalized messages, check-ins, or updates at configured intervals.
- [AI Agent Hooks](https://chipp.ai/ai/glossary/ai-agent-hooks.md): Event-driven callbacks that execute custom logic at specific points in an AI agent's lifecycle, such as before/after message processing or tool execution.
- [AI Agent Memory](https://chipp.ai/ai/glossary/ai-agent-memory.md): Systems that allow AI agents to remember information about users across conversations, enabling personalized and contextually aware interactions over time.
- [AI Agent Soul File (SOUL.md)](https://chipp.ai/ai/glossary/ai-agent-soul-file.md): A configuration file that defines an AI agent's core identity, personality, values, communication style, and behavioral boundaries.
- [AI Agent Webhooks](https://chipp.ai/ai/glossary/ai-agent-webhooks.md): HTTP callbacks that notify external systems when specific events occur in an AI agent's lifecycle, such as new messages, completed actions, or user sign-ups.
- [AI Agents](https://chipp.ai/ai/glossary/ai-agents.md): Autonomous AI systems that can perceive their environment, make decisions, and take actions to achieve specific goals.
- [AI Hallucination](https://chipp.ai/ai/glossary/ai-hallucination.md): When an AI model generates information that sounds plausible but is factually incorrect, fabricated, or nonsensical.
- [AI Lead Generation](https://chipp.ai/ai/glossary/ai-lead-generation.md): Using AI agents to identify, qualify, and capture potential customers through automated conversational interactions across channels.
- [AI Orchestration](https://chipp.ai/ai/glossary/ai-orchestration.md): The coordination of multiple AI models, tools, and workflows to accomplish complex tasks that require multiple steps and capabilities.
- [AI Safety](https://chipp.ai/ai/glossary/ai-safety.md): The field focused on ensuring AI systems behave as intended, avoid harmful outputs, and remain under human control.
- [AI Voice Agents](https://chipp.ai/ai/glossary/ai-voice-agents.md): AI systems that communicate through natural speech, handling phone calls, voice commands, and spoken conversations in real-time.
- [Answer Engine Optimization (AEO)](https://chipp.ai/ai/glossary/answer-engine-optimization.md): The practice of optimizing content to appear in AI-generated answers from search engines and chatbots rather than traditional search results.
- [API](https://chipp.ai/ai/glossary/api.md): Application Programming Interface — a set of rules allowing different software applications to communicate and exchange data.
- [Attention Mechanism](https://chipp.ai/ai/glossary/attention-mechanism.md): A technique in neural networks that allows the model to focus on the most relevant parts of input data when generating each part of the output.
- [Chain of Thought](https://chipp.ai/ai/glossary/chain-of-thought.md): A prompting technique that improves AI reasoning by asking the model to show its step-by-step thinking process before arriving at an answer.
- [Chatbot](https://chipp.ai/ai/glossary/chatbot.md): A software application designed to simulate conversation with human users through text or voice interfaces.
- [Claude Code](https://chipp.ai/ai/glossary/claude-code.md): An agentic coding tool by Anthropic that lets developers use Claude as an AI pair programmer directly in the terminal for code generation, debugging, and development tasks.
- [Clawdbot](https://chipp.ai/ai/glossary/clawdbot.md): An open-source agentic AI framework for building autonomous bot systems with scheduling, memory, and multi-platform deployment capabilities.
- [Context Window](https://chipp.ai/ai/glossary/context-window.md): The maximum amount of text (measured in tokens) that a language model can process in a single interaction, including both input and output.
- [Conversational AI](https://chipp.ai/ai/glossary/conversational-ai.md): AI systems designed to engage in natural, contextual dialogue with humans across text and voice channels.
- [Deep Learning](https://chipp.ai/ai/glossary/deep-learning.md): A subset of machine learning using neural networks with many layers (deep networks) to learn complex patterns from large amounts of data.
- [Embeddings](https://chipp.ai/ai/glossary/embeddings.md): Dense numerical representations (vectors) of text, images, or data that capture semantic meaning, enabling similarity comparisons and search.
- [Few-Shot Learning](https://chipp.ai/ai/glossary/few-shot-learning.md): Teaching AI models to perform tasks by providing a small number of examples (1-10) in the prompt rather than requiring full training.
- [Fine-tuning](https://chipp.ai/ai/glossary/fine-tuning.md): The process of further training a pre-trained AI model on a specific, smaller dataset to specialize it for particular tasks or domains.
- [Foundation Model](https://chipp.ai/ai/glossary/foundation-model.md): Large AI models trained on broad, diverse data that serve as the base for many different downstream applications and tasks.
- [Function Calling](https://chipp.ai/ai/glossary/function-calling.md): The ability of AI models to identify when a conversation requires calling an external function or API, and to generate the structured parameters needed to make that call.
- [Generative AI](https://chipp.ai/ai/glossary/generative-ai.md): AI systems that can create new content — text, images, audio, video, or code — rather than just analyzing or classifying existing data.
- [GPT (Generative Pre-trained Transformer)](https://chipp.ai/ai/glossary/gpt.md): A series of large language models developed by OpenAI that power ChatGPT and many AI applications worldwide.
- [HIPAA-Compliant AI](https://chipp.ai/ai/glossary/hipaa-compliant-ai.md): AI systems designed to meet Health Insurance Portability and Accountability Act requirements for handling protected health information (PHI).
- [Inference](https://chipp.ai/ai/glossary/inference.md): The process of using a trained AI model to generate predictions, answers, or content based on new input data.
- [Knowledge Base](https://chipp.ai/ai/glossary/knowledge-base.md): A structured collection of information that AI systems can search and reference to provide accurate, domain-specific answers.
- [Large Language Model (LLM)](https://chipp.ai/ai/glossary/large-language-model.md): A neural network trained on massive text datasets that can understand and generate human-like language, powering modern AI assistants and agents.
- [Machine Learning](https://chipp.ai/ai/glossary/machine-learning.md): A type of artificial intelligence where computer systems learn patterns from data to make predictions or decisions without being explicitly programmed.
- [MCP (Model Context Protocol)](https://chipp.ai/ai/glossary/mcp-model-context-protocol.md): An open protocol created by Anthropic that standardizes how AI assistants connect to external data sources and tools.
- [Mixture of Experts (MoE)](https://chipp.ai/ai/glossary/mixture-of-experts.md): A neural network architecture that routes input to specialized sub-networks (experts), enabling larger models that are faster and cheaper to run.
- [Model Context Protocol (MCP)](https://chipp.ai/ai/glossary/mcp-protocol.md): An open protocol standardizing how AI assistants connect to external data sources and tools through a universal interface.
- [Moltbook](https://chipp.ai/ai/glossary/moltbook.md): A notebook-style interface for interacting with AI agents that combines structured inputs, conversation, and output formatting in a document-like layout.
- [Multi-Agent Systems](https://chipp.ai/ai/glossary/multi-agent-systems.md): AI architectures where multiple specialized agents collaborate, delegate tasks, and coordinate to accomplish complex objectives that no single agent could handle alone.
- [Multimodal AI](https://chipp.ai/ai/glossary/multimodal-ai.md): AI systems that can process and generate multiple types of data — text, images, audio, and video — within a single model.
- [Natural Language Processing (NLP)](https://chipp.ai/ai/glossary/natural-language-processing.md): The field of AI focused on enabling computers to understand, interpret, and generate human language in useful ways.
- [Neural Network](https://chipp.ai/ai/glossary/neural-network.md): A computing system inspired by the human brain, consisting of interconnected nodes (neurons) organized in layers that process information and learn patterns.
- [No-Code AI](https://chipp.ai/ai/glossary/no-code-ai.md): Platforms and tools that enable users to build, deploy, and manage AI applications through visual interfaces without writing code.
- [OpenClaw](https://chipp.ai/ai/glossary/openclaw.md): An open-source specification for defining AI agent interfaces, capabilities, and interaction protocols in a standardized, portable format.
- [Pre-training](https://chipp.ai/ai/glossary/pre-training.md): The initial phase of training AI models on large, diverse datasets to learn general patterns before specialization for specific tasks.
- [Prompt Engineering](https://chipp.ai/ai/glossary/prompt-engineering.md): The practice of designing and refining inputs (prompts) to AI models to elicit better, more accurate, and more useful outputs.
- [Prompt Injection](https://chipp.ai/ai/glossary/prompt-injection.md): A security vulnerability where malicious input attempts to override an AI system's instructions or extract its system prompt and training data.
- [QMD (Query Markup Documents)](https://chipp.ai/ai/glossary/qmd.md): A format for creating searchable, structured documents that combine markdown content with query-optimized metadata for AI retrieval systems.
- [Retrieval-Augmented Generation (RAG)](https://chipp.ai/ai/glossary/retrieval-augmented-generation.md): A technique that enhances AI responses by retrieving relevant information from external knowledge sources before generating an answer.
- [Semantic Search](https://chipp.ai/ai/glossary/semantic-search.md): Search that understands the meaning and intent behind queries rather than just matching keywords, powered by embeddings and vector similarity.
- [System Prompt](https://chipp.ai/ai/glossary/system-prompt.md): Special instructions provided to an AI model that define its behavior, personality, constraints, and role for all subsequent interactions.
- [Temperature](https://chipp.ai/ai/glossary/temperature.md): A parameter that controls the randomness and creativity of AI model outputs, ranging from deterministic (low) to creative (high).
- [Token Optimization](https://chipp.ai/ai/glossary/token-optimization.md): Strategies and techniques for reducing the number of tokens consumed when interacting with AI models, lowering costs and improving performance.
- [Tokens](https://chipp.ai/ai/glossary/tokens.md): The basic units that language models use to process text — typically words, word pieces, or characters that the model reads and generates.
- [Transformer](https://chipp.ai/ai/glossary/transformer.md): The neural network architecture that powers modern AI language models, using self-attention mechanisms to process sequences of data in parallel.
- [Vector Database](https://chipp.ai/ai/glossary/vector-database.md): A specialized database designed to store, index, and efficiently search high-dimensional vectors (embeddings) for similarity-based retrieval.
- [Webhook](https://chipp.ai/ai/glossary/webhook.md): An automated HTTP callback that sends real-time data to a specified URL when a specific event occurs in a system.
- [Zero-Shot Learning](https://chipp.ai/ai/glossary/zero-shot-learning.md): The ability of AI models to perform tasks they were not explicitly trained on, using only natural language instructions without any examples.

## Blog

- [Blog Home](https://chipp.ai/blog): Latest updates, tutorials, and product news
- [What is an autonomous company?](https://chipp.ai/blog/what-is-an-autonomous-company): The canonical definition of an autonomous company

## Additional Resources

- [Full documentation dump](https://chipp.ai/llms-full.txt): All documentation content in a single file
- [Sitemap](https://chipp.ai/sitemap-index.xml): Standard XML sitemap of all canonical URLs