Writing & Content
PromptBeginner5 minmarkdown
messages = [{role: user
content: question}]
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Writing & Content
PromptBeginner5 minmarkdown
messages.append({role: assistant
content: response.content})
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Writing & Content
PromptBeginner5 minmarkdown
def extract_xml_content(text: str
tag: str) -> str | None:
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Writing & Content
PromptBeginner5 minmarkdown
read
write
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Writing & Content
PromptBeginner5 minmarkdown
session_ctx = ClientSession(read
write)
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Writing & Content
PromptBeginner5 minmarkdown
read
write = result
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Coding & Debugging
PromptBeginner5 minmarkdown
Before finalizing your Python MCP server implementation
ensure:
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Coding & Debugging
PromptBeginner5 minmarkdown
- [ ] Tools enable complete workflows
not just API endpoint wrappers
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Creative
PromptBeginner5 minmarkdown
4. **Proper Imports**: Group imports (standard library
third-party
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Data
PromptBeginner5 minmarkdown
async def query_data(query: str
ctx: Context) -> str:
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Data
PromptBeginner5 minmarkdown
metadata: Dict[str
Any]
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Data
PromptBeginner5 minmarkdown
Expose data as resources for efficient
template-based access:
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Coding & Debugging
PromptBeginner5 minmarkdown
return await api_call(resource_id
api_key)
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Coding & Debugging
PromptBeginner5 minmarkdown
- `ctx.log_info(message
data)` / `ctx.log_error()` / `ctx.log_debug()` - Logging
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Creative
PromptBeginner5 minmarkdown
await ctx.report_progress(0.25
Starting search...)
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Data
PromptBeginner5 minmarkdown
users = data.get(users
[])
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Data
PromptBeginner5 minmarkdown
total = data.get(total
0)
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Coding & Debugging
PromptBeginner5 minmarkdown
async def _make_api_request(endpoint: str
method: str = GET
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Data
PromptBeginner5 minmarkdown
project management
and data export capabilities.
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Coding & Debugging
PromptBeginner5 minmarkdown
This server provides tools to interact with Example API
including user search
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Data
PromptBeginner5 minmarkdown
return {id: data[id]
name: data[name]}
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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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Data
PromptBeginner5 minmarkdown
- Return complete
structured data suitable for programmatic processing
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