Coding & Debugging
PromptBeginner5 minmarkdown
# Professionals
engineers
0
Explore
Find agent skills by outcome
3,809 skills indexed with the new KISS metadata standard.
Showing 24 of 3,809Categories: Data & Insights, Research & Learning, Data, Coding & Debugging
Coding & Debugging
PromptBeginner5 minmarkdown
**Domain Focus:** Primarily software development
system architecture
0
Coding & Debugging
PromptBeginner5 minmarkdown
- **Use cases**: Database schemas
API documentation
0
Coding & Debugging
PromptBeginner5 minmarkdown
**Medium freedom (pseudocode or scripts with parameters)**: Use when a preferred pattern exists
some variation is acceptable
0
Data
PromptBeginner5 minmarkdown
<question>Calculate the population standard deviation of this dataset: [12
15
0
Coding & Debugging
PromptBeginner5 minmarkdown
- [ ] Tools enable complete workflows
not just API endpoint wrappers
0
Coding & Debugging
PromptBeginner5 minmarkdown
Before finalizing your Python MCP server implementation
ensure:
0
Data
PromptBeginner5 minmarkdown
async def query_data(query: str
ctx: Context) -> str:
0
Data
PromptBeginner5 minmarkdown
metadata: Dict[str
Any]
0
Data
PromptBeginner5 minmarkdown
Expose data as resources for efficient
template-based access:
0
Coding & Debugging
PromptBeginner5 minmarkdown
- `ctx.log_info(message
data)` / `ctx.log_error()` / `ctx.log_debug()` - Logging
0
Coding & Debugging
PromptBeginner5 minmarkdown
return await api_call(resource_id
api_key)
0
Data
PromptBeginner5 minmarkdown
users = data.get(users
[])
0
Data
PromptBeginner5 minmarkdown
total = data.get(total
0)
0
Coding & Debugging
PromptBeginner5 minmarkdown
async def _make_api_request(endpoint: str
method: str = GET
0
Data
PromptBeginner5 minmarkdown
project management
and data export capabilities.
0
Coding & Debugging
PromptBeginner5 minmarkdown
This server provides tools to interact with Example API
including user search
0
Data
PromptBeginner5 minmarkdown
return {id: data[id]
name: data[name]}
0
Coding & Debugging
PromptBeginner5 minmarkdown
async def _make_api_request(endpoint: str
method: str = GET
0
Coding & Debugging
PromptBeginner5 minmarkdown
data = await api_request(limit=params.limit
offset=params.offset)
0
Data
PromptBeginner5 minmarkdown
- Return complete
structured data suitable for programmatic processing
0
Data
PromptBeginner5 minmarkdown
- Omit verbose metadata (e.g.
show only one profile image URL
0
Coding & Debugging
PromptBeginner5 minmarkdown
The official MCP Python SDK provides FastMCP
a high-level framework for building MCP servers. It provides:
0
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
0