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MCP server evaluation v1.0.0

Use this resource to check whether a model can use the tools of an MCP server

New

  • 523 downloads
  • 135 likes
  • 134 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install mcp-server-evaluation-guide

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent writes realistic, read-only questions with a single verifiable answer that require several tool calls. You get an evaluation set in the required format to test your MCP server.

Mostly picked by

Updated November 2, 2026

Card for the “MCP server evaluation” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
MIT

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What you get

  • SKILL.md : evaluation requirements, output format and question criteria
  • metadata.json : skill metadata

Good fit for

  • You publish an MCP server and want to test it
  • You compare two versions of your tools

Not for

    Tags

    • mcp
    • evaluation
    • tools

    About

    You say

    “Write ten evaluation questions for my billing MCP server, all read-only.”

    Card for the “MCP server evaluation” skill

    Skill published by bobmatnyc under the MIT license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to check whether a model can use the tools of an MCP server
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • metadata.json0.7 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md23.5 KB

    Origin and licence

    Listed unmodified

    Author
    bobmatnyc
    Source
    github.com/bobmatnyc/claude-mpm-skills/tree/718070a7d622921b01687799a1f9613f36c6f615/universal/main/model-context-builder
    Licence
    MIT

    Notice

    « model-context-builder » (bobmatnyc, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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