Find agent skills by outcome

- Software Engineering: Python

Java

Claude Code Skill (Slash Command): review-and-commit.md

(e.g.

stakeholder meetings

Professionals

engineers

Domain Focus: Primarily software development

system architecture

- Use cases: Database schemas

API documentation

Medium freedom (pseudocode or scripts with parameters): Use when a preferred pattern exists

some variation is acceptable

Before finalizing your Python MCP server implementation

ensure:

- [ ] Tools enable complete workflows

not just API endpoint wrappers

return await apicall(resourceid

api_key)

- `ctx.log_info(message

data) / ctx.logerror() / ctx.logdebug()` - Logging

'''Search for users in the Example system by name

email

async def makeapi_request(endpoint: str

method: str = GET

query: str = Field(...

description=Search string to match against names/emails

This server provides tools to interact with Example API

including user search

email: str

Email address (e.g.

- query (str): Search string to match against names/emails (e.g.

john

Search for users in the Example system by name

email

async def makeapi_request(endpoint: str

method: str = GET

data = await api_request(limit=params.limit

offset=params.offset)

def validate_email(cls

v: str) -> str:

email: str = Field(...

description=User's email address

The official MCP Python SDK provides FastMCP

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

This document provides Python-specific best practices and examples for implementing MCP servers usin...

tool registration patterns