AI Integrations: The 5 Ways AI Connects to Your Apps (2026)
Native connectors, MCP servers, iPaaS AI steps, AI-native assistants, and direct API — what each can read, write, and run on its own, and how to pick.
Carly AI Blog
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Amazon MCP: AWS, Ads, or Seller Central?
Amazon MCP means three different things: the AWS MCP Server, the Amazon Ads server, and Seller Central, which has no official server at all. Which you want.
Apify MCP Server: Actors as AI Tools, and What They Cost
Apify's hosted MCP server at mcp.apify.com exposes thousands of Actors as AI tools with dynamic discovery. How it works, what runs cost, and where MCP stops.
Applied Epic AI: What Ships Today vs What Was Announced
Applied Epic AI: which of Applied Recon, Book Builder, Epic Max, and Epic Bridge are live, where the API gate stops you, and what to automate around it.
Ashby MCP Server: Setup, Tools, and the Webhook Gap
Ashby's official MCP server is in open beta, with OAuth, so Claude or ChatGPT can read your pipeline and move candidates between stages. Setup and limits.
Attentive AI in 2026: What AI Pro, Concierge, and AI Journeys Actually Do
Attentive sells AI as paid add-ons — AI Pro, AI Grow, AI Journeys, AI Essentials, and Concierge. Here's what each one really does, what the public API will and won't let you automate, and where an outside AI assistant fits.
Bitrix24 AI: CoPilot and the 600-Request Hourly Ceiling
Bitrix24 AI is CoPilot, rate-limited to 600 requests an hour across your whole account. What it covers, the two Bitrix24 MCP servers, and what webhooks allow.
Bloomerang AI in 2026: Penny, Dataro, and What Still Doesn't Run on Its Own
Bloomerang now ships a real AI stack — Penny, the Content Assistant, and Dataro's predictive scoring. Here's what's included, what's gated, and the stewardship gap none of it closes.
Booksy AI: A Google Booking Deal, Not an AI Receptionist
Booksy's own AI is a Google AI Mode booking deal; the AI receptionists in the ads are third parties. Why its API docs return a 401, and what you can automate.
Boulevard AI: What Actually Ships for Salons and Medspas
Boulevard AI covers Precision Scheduling, marketing copy, and the Billie support chatbot. Here's what it does, what it skips, and how to automate the rest.
Braze AI in 2026: What BrazeAI Actually Ships, and What It Leaves to You
BrazeAI is a real suite — Sage AI agents, predictive churn, Intelligent Timing and Channel, generative copy. Here's what's GA, what's credit-gated, and what the REST API lets your own key do.
Brex MCP: What the Official Server Can and Can't Touch
Brex's official MCP server at api.brex.com/mcp has OAuth and ~42 tools across expenses, cards, banking, and bills — but none that issue cards or move money.
Buildertrend AI: What It Does, and What It Leaves You
Buildertrend ships one real AI feature, AI-powered Client Updates. Its API access stays partner-gated. What that means for a residential builder.
ChatGPT Business vs Enterprise: Which Plan to Buy in 2026
ChatGPT Team is now ChatGPT Business. Per-seat pricing, seat minimums, Enterprise-only features, and the caps teams hit in month one.
ChatGPT Company Knowledge: What It Answers and What It Won't Touch (2026)
Company knowledge lets ChatGPT answer from your Slack, Drive, SharePoint, and GitHub with citations. Which plans get it, whether it respects permissions, whether your docs train models, and the one job it's built not to do.
ChatGPT Connectors: The Complete App Integration List (2026)
Every app ChatGPT connects to, grouped by category — what replaced plugins, which plans unlock which connectors, and what they can actually write in 2026.
ChatGPT MCP Servers: The Complete List (2026)
Every MCP server you can connect to ChatGPT, grouped by category — which are official, what Developer Mode unlocks on each plan, and the limit they all share.
Circle.so AI: What's Plan-Gated and What MCP Won't Do
Circle.so AI is three things: AI Agents, Circle AI, and an MCP server. Which plan each sits behind, where the Admin API and webhooks stand, and what to build.
Cliniko AI: What's Built In, What Connects, and What Your API Key Unlocks
Cliniko has deliberately not shipped its own clinical AI. Here's what 'Cliniko AI' actually means in 2026 — the scribes, the AI phone receptionists, and the open API that lets a solo clinic wire up its own front-desk automation.
Codex MCP Servers: Config, Transports, and What Works
MCP servers worth wiring into OpenAI Codex, by category — plus config.toml syntax, codex mcp add, stdio vs streamable HTTP, and what Codex drops.
Constant Contact AI in 2026: What the Built-In Tools Do, and Where They Stop
Constant Contact's AI writes your email copy and builds campaigns. It won't watch your list or act between sends. Here's the honest line, plus the v3 API path.
Contentful MCP Server: Tools, and the CMA Token It Needs
Contentful's official MCP server runs on the Management API, so a CDA or CPA key won't work. The tool list, the token that does work, and where it stops.
Copper CRM AI: What Copper's Built-In AI Actually Does (2026)
Copper ships an AI email rewriter, contact enrichment, and Copper GPT for ChatGPT — but Copper GPT is read-only. Here's what that means and what to use for the write side.
Customer.io MCP: Official Server, Generic API Tools
Customer.io ships an official OAuth remote MCP server that opens its Journeys and Pipelines APIs through generic read/write tools, not a fixed tool menu.