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- Message ID
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Explore
Find agent skills by outcome
76,159 skills indexed with the new KISS metadata standard.
Showing 24 of 76,159Categories: Data & Insights, General, Productivity, Data, Coding & Debugging
General
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- Channel ID
channel name
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- Examples: Use YYYY/MM/DD.
Respond True or False.
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- User ID
user name
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- If the answer can be re-written in many formats
clearly specify the output format in the QUESTION
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- Ensure that despite AMBIGUITY
there is STILL A SINGLE VERIFIABLE ANSWER
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- Questions may require specific output formats (datetime vs. epoch time
JSON vs. MARKDOWN)
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- For example
do not count:
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- File IDs
names
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- URLs
GIDs
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- Timestamps and datetimes (months
days
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- Require multiple searches
analyzing multiple related items
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- May elicit tools returning large JSON objects or lists
overwhelming the LLM
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- Use synonyms
related concepts
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- Complex
requiring potentially dozens of tool calls or steps
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3. **Questions must be REALISTIC
CLEAR
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- Answerable with a single
verifiable value that you identify in advance
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Create 10 human-readable questions requiring ONLY READ-ONLY
INDEPENDENT
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The measure of quality of an MCP server is NOT how well or comprehensively the server implements tools
but how well these implementations (input/output schemas
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- Answers must be single
verifiable values
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- **Performance testing**: Check behavior under load
timeouts
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- Questions must be READ-ONLY
INDEPENDENT
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This document provides guidance on creating comprehensive evaluations for MCP servers. Evaluations test whether LLMs can effectively use your MCP server to answer realistic
complex questions using only the tools provided.
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- Provide helpful
specific error messages with suggested next steps
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