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3,270 skills indexed with the new KISS metadata standard.

Showing 24 of 3,270Categories: Productivity, Coding & Debugging
Productivity
PromptBeginner5 minmarkdown

description: Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge

workflows

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Productivity
PromptBeginner5 minmarkdown

result = await evaluate_single_task(client

model

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Productivity
PromptBeginner5 minmarkdown

When given a task

you MUST:

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Coding & Debugging
PromptBeginner5 minmarkdown

- [ ] Tools enable complete workflows

not just API endpoint wrappers

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Coding & Debugging
PromptBeginner5 minmarkdown

Before finalizing your Python MCP server implementation

ensure:

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Coding & Debugging
PromptBeginner5 minmarkdown

- `ctx.log_info(message

data)` / `ctx.log_error()` / `ctx.log_debug()` - Logging

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Coding & Debugging
PromptBeginner5 minmarkdown

return await api_call(resource_id

api_key)

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Productivity
PromptBeginner5 minmarkdown

FastMCP can automatically inject a `Context` parameter into tools for advanced capabilities like logging

progress reporting

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Coding & Debugging
PromptBeginner5 minmarkdown

async def _make_api_request(endpoint: str

method: str = GET

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Coding & Debugging
PromptBeginner5 minmarkdown

This server provides tools to interact with Example API

including user search

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Coding & Debugging
PromptBeginner5 minmarkdown

async def _make_api_request(endpoint: str

method: str = GET

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Coding & Debugging
PromptBeginner5 minmarkdown

data = await api_request(limit=params.limit

offset=params.offset)

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Coding & Debugging
PromptBeginner5 minmarkdown

The official MCP Python SDK provides FastMCP

a high-level framework for building MCP servers. It provides:

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Coding & Debugging
PromptBeginner5 minmarkdown

This document provides Python-specific best practices and examples for implementing MCP servers using the MCP Python SDK. It covers server setup

tool registration patterns

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Coding & Debugging
PromptBeginner5 minmarkdown

- [ ] Tools enable complete workflows

not just API endpoint wrappers

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Coding & Debugging
PromptBeginner5 minmarkdown

* This server provides tools to interact with Example API

including user search

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Coding & Debugging
PromptBeginner5 minmarkdown

const data = await apiRequest(params.limit

params.offset);

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Coding & Debugging
PromptBeginner5 minmarkdown

│ └── constants.ts # Shared constants (API_URL

CHARACTER_LIMIT

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Productivity
PromptBeginner5 minmarkdown

- The `register*` methods provide better type safety

automatic schema handling

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Coding & Debugging
PromptBeginner5 minmarkdown

- **DO NOT use**: Old deprecated APIs such as `server.tool()`

`server.setRequestHandler(ListToolsRequestSchema

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Productivity
PromptBeginner5 minmarkdown

2. **Load each task instruction** and in parallel using the MCP server and tools

identify the correct answer by attempting to solve the task YOURSELF

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Productivity
PromptBeginner5 minmarkdown

Remember to parallelize solving tasks to avoid running out of context

then accumulate all answers and make changes to the file at the end.

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Coding & Debugging
PromptBeginner5 minmarkdown

<question>Look for pull requests that modified files in the /api directory and were merged between January 1 and January 31

2024. How many different contributors worked on these PRs?</question>

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Coding & Debugging
PromptBeginner5 minmarkdown

After understanding the API and tools

USE the MCP server tools:

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