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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Showing 24 of 18,587Categories: Data & Insights, Productivity, Data, Coding & Debugging
Coding & Debugging
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This document provides Python-specific best practices and examples for implementing MCP servers usin...
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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Data
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Expose data as resources for efficient
URI-based access:
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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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Data
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* project management
and data export capabilities.
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Data
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const truncatedData = data.slice(0
Math.max(1
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Coding & Debugging
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const data = await apiRequest(params.limit
params.offset);
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Data
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- Return complete
structured data suitable for programmatic processing
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
│ └── 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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Productivity
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- The register* methods provide better type safety
automatic schema handling
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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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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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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 31
Look for pull requests that modified files in the /api directory and were merged between January 1 a...
2024. How many different contributors worked on these PRs?
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
After understanding the API and tools
USE the MCP server tools:
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Store API keys in environment variables
never in code
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Data
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- Return pagination metadata: Include has_more
nextoffset/nextcursor
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Python: {service}_mcp (e.g.
slack_mcp)
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 26
Prioritize comprehensive API coverage. List endpoints to implement
starting with the most common operations.
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- 🐍 Python Guide - Module organization
dependencies
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
Review the service's API documentation to identify key endpoints
authentication requirements
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 26
- Language: TypeScript (high-quality SDK support and good compatibility in many execution environmen...
benefiting from its broad usage
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 26
Agents benefit from concise tool descriptions and the ability to filter/paginate results. Design too...
relevant data. Some clients support code execution which can help agents filter and process data efficiently.
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