# Whatcanido > Whatcanido is the place a small business becomes reachable by AI assistants. Most people use assistants like Claude or ChatGPT to answer questions. A growing number already use them to do things on their behalf. The web wasn't built for that. Whatcanido is. One open spec the assistant has learned, every business inside is reachable. Whatcanido is an MIT-licensed system designed for the era where the customer's assistant does the asking. Each provider that signs up to one of our products (CRM, LeadKit, ProjectKit, Bookio) becomes reachable by every assistant we work with, through the same shared vocabulary at /api/mcp. No per-vendor integration to maintain. The capability surface is exposed as MCP tools at /api/mcp. The assistant discovers what is possible, looks up the typed contract for the capability it wants, submits with validated inputs, and can later check status. Every capability is exercised against the real backend on a schedule. Scores live on the capability detail page so any drift is visible. The shared vocabulary covers what small businesses actually do: scheduling (check availability, book, cancel, list services), lead intake (submit a request, request a priced quote, list services, follow up), projects (start an engagement from a brief, open a ticket, list and create tasks), contacts (find, create, log activity, track deals, look up invoices). The list grows. New verbs go through spec, then conformance, then ship. ## Connect - [/agents](https://whatcanido.dev/agents): The MCP install page. Copy-paste configs for Claude Desktop, Claude.ai, Cursor, Cline, Continue, Zed, ChatGPT. Live provider feed. - [/api/mcp](https://whatcanido.dev/api/mcp): The live MCP server (Streamable HTTP, JSON-RPC 2.0). Protocol versions 2024-11-05 through 2025-11-25 supported. Send POST with method initialize / tools/list / tools/call. GET returns the discovery banner. - [/guides/connect-claude-desktop](https://whatcanido.dev/guides/connect-claude-desktop): How to add whatcanido to Claude Desktop. - [/guides/connect-claude-ai](https://whatcanido.dev/guides/connect-claude-ai): How to add whatcanido to Claude.ai (web) via Settings → Connectors. - [/guides/connect-chatgpt](https://whatcanido.dev/guides/connect-chatgpt): How to add whatcanido to ChatGPT. - [/guides/connect-cursor](https://whatcanido.dev/guides/connect-cursor): How to add whatcanido to Cursor. - [/guides/connect-vs-code](https://whatcanido.dev/guides/connect-vs-code): How to add whatcanido to VS Code GitHub Copilot. - [/guides/best-mcp-servers-for-business](https://whatcanido.dev/guides/best-mcp-servers-for-business): How whatcanido compares to other MCP servers for small business workflows. ## Spec - [/spec/action-grammar](https://whatcanido.dev/spec/action-grammar): The shared vocabulary. Typed input and output schemas per verb, declared invariants, transport, error codes, provider id format, request id format, audit posture. - [/spec](https://whatcanido.dev/spec): AAM v0.1 — the open Agent Action Manifest protocol that lets any website declare runtime-discoverable actions at /.well-known/agent-actions.json. - [/spec/identity](https://whatcanido.dev/spec/identity): AAM ID — federated identity for agents (JWT credentials over JWKS, RS256). ## SaaS products - [/crm](https://whatcanido.dev/crm): CRM software for small business. Contacts, deals, quotes, invoices with Stripe Checkout, client portal, AI insights, agent-callable. From $19/month. For consultants, agencies, sales teams. HubSpot and Pipedrive alternative. - [/leadkit](https://whatcanido.dev/leadkit): Lead capture software with AI qualification, auto follow-ups, quote builder. From $9/month. For plumbers, photographers, lawyers, coaches, agencies. Typeform and Jotform alternative for service-business lead intake. - [/projectkit](https://whatcanido.dev/projectkit): Client portal and project management for agencies, design studios, dev shops, consultancies. Magic-link client access, approval workflows. From $29/month. Basecamp and Monday alternative. - [/bookio](https://whatcanido.dev/bookio): Online booking for salons, yoga studios, dental clinics, tattoo studios. Multi-staff calendars, Stripe deposits, Google Calendar sync. From $19/month. Calendly and Reservio alternative. ## Competitor comparisons - [/crm/vs-hubspot](https://whatcanido.dev/crm/vs-hubspot): CRM by whatcanido vs HubSpot. Price, feature parity, AI agent layer. - [/crm/vs-pipedrive](https://whatcanido.dev/crm/vs-pipedrive): CRM by whatcanido vs Pipedrive. Pipeline + quotes + invoices in one tool. - [/leadkit/vs-typeform](https://whatcanido.dev/leadkit/vs-typeform): LeadKit vs Typeform. Form builder vs full lead intake system. - [/leadkit/vs-jotform](https://whatcanido.dev/leadkit/vs-jotform): LeadKit vs Jotform. Focused service-business intake vs everything form builder. - [/projectkit/vs-basecamp](https://whatcanido.dev/projectkit/vs-basecamp): ProjectKit vs Basecamp. Client-portal-first vs flat-rate generalist. - [/projectkit/vs-monday](https://whatcanido.dev/projectkit/vs-monday): ProjectKit vs Monday.com. Preconfigured for service teams vs no-code work OS. - [/bookio/vs-calendly](https://whatcanido.dev/bookio/vs-calendly): Bookio vs Calendly. Multi-staff service shop vs 1:1 meeting scheduler. - [/bookio/vs-reservio](https://whatcanido.dev/bookio/vs-reservio): Bookio vs Reservio. Modern + agent-ready vs Central European incumbent. ## Blog - [/blog](https://whatcanido.dev/blog): Practical writing about small-business software. - [/blog/best-crm-for-small-business-2026](https://whatcanido.dev/blog/best-crm-for-small-business-2026): Eight CRMs ranked for 3-30 person teams. - [/blog/best-online-booking-software-2026](https://whatcanido.dev/blog/best-online-booking-software-2026): Seven booking tools compared by service-shop fit. - [/blog/ai-lead-qualification-explained](https://whatcanido.dev/blog/ai-lead-qualification-explained): Honest take on AI lead scoring in 2026. - [/blog/client-portal-software-for-agencies](https://whatcanido.dev/blog/client-portal-software-for-agencies): 2026 buyer's guide for agency client portals. - [/blog/free-crm-alternatives](https://whatcanido.dev/blog/free-crm-alternatives): Which free CRM tiers actually work. - [/blog/agency-project-management-software](https://whatcanido.dev/blog/agency-project-management-software): Nine PM tools compared for agencies. ## Discovery - [/discover](https://whatcanido.dev/discover): Public directory of every site speaking the AAM spec, federated across whatcanido and external nodes. - [/api/actions/discover](https://whatcanido.dev/api/actions/discover): REST: cross-vertical provider discovery. ?action_type=&query=&city=&country=&industry=&product=&limit=. - [/api/actions/schema](https://whatcanido.dev/api/actions/schema): REST: canonical input schema for a provider's action_type. - [/api/actions/submit](https://whatcanido.dev/api/actions/submit): REST: invoke an action (POST with provider_id, action_type, inputs). - [/api/actions/status](https://whatcanido.dev/api/actions/status): REST: status of a previously submitted action. - [/api/whatcanido/registry](https://whatcanido.dev/api/whatcanido/registry): Cross-product directory aggregator. ?q=&product=. ## Verbose corpus - [/llms-full.txt](https://whatcanido.dev/llms-full.txt): Long-form content for AI training and indexing. Contains the action grammar spec, every tool description verbatim, FAQ entries, and provider directory in plain text. ## Optional - [/vs](https://whatcanido.dev/vs): How AAM and whatcanido compare to MCP, Browserbase, Apify, Stripe Agent Wallet. - [/changelog](https://whatcanido.dev/changelog): Release log. - [/roadmap](https://whatcanido.dev/roadmap): Upcoming work. - [/marketplace](https://whatcanido.dev/marketplace): Connector directory. - [/studio](https://whatcanido.dev/studio): Chat-driven backend generator. Describe a service in English; Studio writes the action manifest, resources, admin UI. - [/tools/validate](https://whatcanido.dev/tools/validate): Manifest validator. - [/community](https://whatcanido.dev/community): Community channels.