Coding & Debugging
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- Software Engineering: Python
Java
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Coding & Debugging
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Claude Code Skill (Slash Command): review-and-commit.md
---
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Coding & Debugging
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# Professionals
engineers
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Coding & Debugging
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**Domain Focus:** Primarily software development
system architecture
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Coding & Debugging
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- **Use cases**: Database schemas
API documentation
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Coding & Debugging
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**Medium freedom (pseudocode or scripts with parameters)**: Use when a preferred pattern exists
some variation is acceptable
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Coding & Debugging
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Before finalizing your Python MCP server implementation
ensure:
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Coding & Debugging
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- [ ] Tools enable complete workflows
not just API endpoint wrappers
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Coding & Debugging
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return await api_call(resource_id
api_key)
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Coding & Debugging
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- `ctx.log_info(message
data)` / `ctx.log_error()` / `ctx.log_debug()` - Logging
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Coding & Debugging
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async def _make_api_request(endpoint: str
method: str = GET
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Coding & Debugging
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This server provides tools to interact with Example API
including user search
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Coding & Debugging
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async def _make_api_request(endpoint: str
method: str = GET
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Coding & Debugging
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data = await api_request(limit=params.limit
offset=params.offset)
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Coding & Debugging
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The official MCP Python SDK provides FastMCP
a high-level framework for building MCP servers. It provides:
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Coding & Debugging
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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
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Coding & Debugging
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- [ ] Tools enable complete workflows
not just API endpoint wrappers
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Coding & Debugging
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* This server provides tools to interact with Example API
including user search
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Coding & Debugging
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const data = await apiRequest(params.limit
params.offset);
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Coding & Debugging
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│ └── constants.ts # Shared constants (API_URL
CHARACTER_LIMIT
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Coding & Debugging
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- **DO NOT use**: Old deprecated APIs such as `server.tool()`
`server.setRequestHandler(ListToolsRequestSchema
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Coding & Debugging
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<question>Look for pull requests that modified files in the /api directory and were merged between January 1 and January 31
2024. How many different contributors worked on these PRs?</question>
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Coding & Debugging
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After understanding the API and tools
USE the MCP server tools:
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Research & Learning
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- Example: if finding a paper name
be SPECIFIC enough so answer is not confused with papers published later
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