Find agent skills by outcome

When given a task

you MUST:

read

write

session_ctx = ClientSession(read

write)

read

write = result

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

Productivity

FastMCP can automatically inject a Context parameter into tools for advanced capabilities like loggi...

progress reporting

async def makeapi_request(endpoint: str

method: str = GET

This server provides tools to interact with Example API

including user search

async def makeapi_request(endpoint: str

method: str = GET

data = await api_request(limit=params.limit

offset=params.offset)

The official MCP Python SDK provides FastMCP

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

PromptBeginner5 minmarkdownQuality: 30

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

tool registration patterns

- [ ] Tools enable complete workflows

not just API endpoint wrappers

* This server provides tools to interact with Example API

including user search

const data = await apiRequest(params.limit

params.offset);

textContent = JSON.stringify(output

null

content: [{ type: text

text: textContent }]

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

CHARACTER_LIMIT

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

`server.setRequestHandler(ListToolsRequestSchema

Productivity

- The register* methods provide better type safety

automatic schema handling

content: [{ type: text

text: JSON.stringify(output) }]