
Claude agent with tools and evals
Quest Build a Claude Agent SDK app with its own MCP server, then trace and evaluate it
- Hero
- Claude Code
- Weapon
Claude Opus 5.5- Charge
Anthropic Agent SDK Dev
Anthropic MCP Builder
MLflow Skills
Anthropic skill for building MCP servers in Python (FastMCP) or TypeScript, from API research to tests and an eval set.
Foe: Mirage Djinn, an AI answer that sounds right but isn't.
Foes
Party · Context
The Mirage Djinn blocks the way.
What really happensIt stands for an AI answer that sounds right but isn't.
Summoner: Context 100/100.
The djinn conjures a mirage, and the hero swings at nothing.
What really happensA model can sound sure and still be wrong, so AI features need evals and checks.
Summoner takes 8. Summoner: Context 92/100.
The builder studies the realm before laying stone.
What really happensPhase 1 reads the MCP spec, the SDK docs and the target API, then plans which tools to expose and how to name them.
Mirage Djinn takes 18.
Tools are carved one by one in Python or TypeScript.
What really happensPhase 2 sets up the project and implements the tools with FastMCP or the TypeScript MCP SDK.
Mirage Djinn takes 27.
The Mirage Djinn uses Mirage.
Summoner takes 8. Summoner: Context 84/100.
Each stone is tested before the next goes on.
What really happensPhase 3 reviews code quality, then builds the server and tests it with MCP Inspector.
Mirage Djinn takes 11. Summoner: Ward.
Ten hard riddles test whether the tools tell the truth.
What really happensPhase 4 writes 10 evaluation questions with checkable answers; scripts/evaluation.py runs them against the server.
Mirage Djinn takes 44. Mirage Djinn falls.
The Mirage Djinn falls.
Claude Code
/plugin marketplace add anthropics/skills
/plugin install example-skills@anthropic-agent-skillsFour phases: research and planning, implementation, review and test, then writing 10 evaluation questions. Reference files cover MCP best practices and Python and Node guides; scripts/evaluation.py runs the eval set. Claude Code install is the example-skills plugin, which also installs the other example skills. The skill folder carries its own Apache-2.0 LICENSE.txt.
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