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One key for every channel

Why the LinkedIn API and the messaging channels share one key, one webhook system, one error shape and one MCP server — and what that buys an AI agent.

Every messaging platform invents its own API: its own keys, its own webhook format, its own idea of an error. Put five of them behind one product and a team ends up maintaining five integrations that happen to share a logo. We went the other way.

What is the same everywhere

What it buys an AI agent

An MCP server is a list of tools and a promise about how they behave. Because every channel keeps the same promise, one AI agent can carry all of them without learning five dialects: the all-in-one agent at /mcp has every tool, and each channel's agent — /inbox/mcp, /whatsapp/mcp, /discord/mcp, /x/mcp — carries just its own, for an assistant that should touch one channel and nothing else.

The same agents work in Claude, in ChatGPT, in anything else that speaks MCP, and inside a project room, where the people see each call and its answer as it happens.

The cost of all this is that the channels are a little less themselves. A platform's own oddities are still there, and each reference says where; they are just behind the same door.

Questions people ask

Should an assistant get the all-in-one agent or one channel's?

One channel's, when that is all it should touch: an assistant that answers WhatsApp has no reason to hold the LinkedIn tools. The all-in-one agent is for the assistant you work with yourself.

Can one webhook endpoint take every channel's events?

Yes. Register it once with the events you want, from the LinkedIn API and from every channel together, and check the same signature on all of them.

Turn this into something that runs itself

Say what your business does and it becomes your own service and product in one: the work runs on its own, under your name, on your accounts and your AI key. The first 30 days are free, and nothing here needs an engineer.

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