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
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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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Writing & Content
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textContent = JSON.stringify(output
null
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Writing & Content
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content: [{ type: text
text: textContent }]
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Coding & Debugging
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│ └── constants.ts # Shared constants (API_URL
CHARACTER_LIMIT
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Coding & Debugging
PromptBeginner5 minmarkdown
- **DO NOT use**: Old deprecated APIs such as `server.tool()`
`server.setRequestHandler(ListToolsRequestSchema
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Productivity
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- The `register*` methods provide better type safety
automatic schema handling
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Writing & Content
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content: [{ type: text
text: JSON.stringify(output) }]
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Productivity
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Remember to parallelize solving tasks to avoid running out of context
then accumulate all answers and make changes to the file at the end.
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Productivity
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2. **Load each task instruction** and in parallel using the MCP server and tools
identify the correct answer by attempting to solve the task YOURSELF
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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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Writing & Content
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After inspecting the content
create 10 human-readable questions:
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Writing & Content
PromptBeginner5 minmarkdown
- Goal: identify specific content (e.g.
users
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Coding & Debugging
PromptBeginner5 minmarkdown
After understanding the API and tools
USE the MCP server tools:
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Writing & Content
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- Look at old content (e.g.
conversations that have ended
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Writing & Content
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return { content: [{ type: text
text: result }] };
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Coding & Debugging
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- Store API keys in environment variables
never in code
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Coding & Debugging
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- **Python**: `{service}_mcp` (e.g.
`slack_mcp`)
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Coding & Debugging
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Prioritize comprehensive API coverage. List endpoints to implement
starting with the most common operations.
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Coding & Debugging
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- [🐍 Python Guide](./reference/python_mcp_server.md) - Module organization
dependencies
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Coding & Debugging
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Review the service's API documentation to identify key endpoints
authentication requirements
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Coding & Debugging
PromptBeginner5 minmarkdown
- **Language**: TypeScript (high-quality SDK support and good compatibility in many execution environments e.g. MCPB. Plus AI models are good at generating TypeScript code
benefiting from its broad usage
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