Data
PromptBeginner5 minmarkdownQuality: 22
<question>Calculate the population standard deviation of this dataset: [12
15
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19,787 skills indexed with the new KISS metadata standard.
Showing 24 of 19,787Categories: Data, Research & Learning, Writing & Content, Coding & Debugging
Writing & Content
PromptBeginner5 minmarkdownQuality: 22
feedback = extract_xml_content(response
feedback)
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Writing & Content
PromptBeginner5 minmarkdownQuality: 22
response_value = extract_xml_content(response
response)
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Writing & Content
PromptBeginner5 minmarkdownQuality: 22
summary = extract_xml_content(response
summary)
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Writing & Content
PromptBeginner5 minmarkdownQuality: 22
messages.append({role: assistant
content: response.content})
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Writing & Content
PromptBeginner5 minmarkdownQuality: 22
(block.text for block in response.content if hasattr(block
text))
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Writing & Content
PromptBeginner5 minmarkdownQuality: 22
messages = [{role: user
content: question}]
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Writing & Content
PromptBeginner5 minmarkdownQuality: 22
messages.append({role: assistant
content: response.content})
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Writing & Content
PromptBeginner5 minmarkdownQuality: 22
def extract_xml_content(text: str
tag: str) -> str | None:
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Writing & Content
PromptBeginner5 minmarkdownQuality: 22
read
write
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Writing & Content
PromptBeginner5 minmarkdownQuality: 22
session_ctx = ClientSession(read
write)
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Writing & Content
PromptBeginner5 minmarkdownQuality: 22
read
write = result
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
Before finalizing your Python MCP server implementation
ensure:
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- [ ] Tools enable complete workflows
not just API endpoint wrappers
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Data
PromptBeginner5 minmarkdownQuality: 22
async def query_data(query: str
ctx: Context) -> str:
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Data
PromptBeginner5 minmarkdownQuality: 22
metadata: Dict[str
Any]
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Data
PromptBeginner5 minmarkdownQuality: 22
Expose data as resources for efficient
template-based access:
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
return await api_call(resource_id
api_key)
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- `ctx.log_info(message
data)` / `ctx.log_error()` / `ctx.log_debug()` - Logging
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Data
PromptBeginner5 minmarkdownQuality: 22
users = data.get(users
[])
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Data
PromptBeginner5 minmarkdownQuality: 22
total = data.get(total
0)
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
async def _make_api_request(endpoint: str
method: str = GET
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Data
PromptBeginner5 minmarkdownQuality: 22
project management
and data export capabilities.
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 26
This server provides tools to interact with Example API
including user search
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