What's the difference between MCP and Claude Skills?

MCP gives Claude access to external tools and data that live outside the conversation; Skills teach Claude how to use what it already has, loading a folder of instructions only when a task calls for them.

The cost pattern is the real difference. Once an MCP server is connected, its tool definitions sit in context whether or not a given turn uses them, and a large integration can cost tens of thousands of tokens just describing what it offers before the model ever emits a single tool call. A Skill stays off to the side until the model judges a task matches it, so having many installed costs nothing until one actually fires. MCP is the way to reach something live: a ticket system, a database, a calendar. A Skill is the way to hand over a repeatable procedure, a checklist or a house style, without paying for it on every turn. Most real setups run both, one supplying access and the other supplying the know-how to use it well.

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Two ways to run Tessary.

Tessary is an open-source agent reliability platform. Cloud and self-hosted run the same workflow on the OpenTelemetry traces your agent already emits.

Tessary Cloud

We host it for you. Send your first trace with nothing to deploy and no model key.

what's includedper organization
traces
10,000 per calendar month
stored trace data
1 GB
retention
30 days
model credit
$10, one-time, for triage and root-cause analysis
credit card
not required

Self-hosted Tessary

Run the open-source code on your own infrastructure with one command. Add your own model key for triage and root-cause analysis.

Self-host Tessary for me by following https://github.com/tessaryai/tessary/blob/main/setup.md

docker compose -f oci://docker.io/tessaryai/tessary:compose up -d -y