Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- [ ] Tools enable complete workflows
not just API endpoint wrappers
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
return await apicall(resourceid
api_key)
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- `ctx.log_info(message
data) / ctx.logerror() / ctx.logdebug()` - Logging
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Productivity
PromptBeginner5 minmarkdownQuality: 26
FastMCP can automatically inject a Context parameter into tools for advanced capabilities like loggi...
progress reporting
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
async def makeapi_request(endpoint: str
method: str = GET
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 26
This server provides tools to interact with Example API
including user search
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
async def makeapi_request(endpoint: str
method: str = GET
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
data = await api_request(limit=params.limit
offset=params.offset)
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 26
The official MCP Python SDK provides FastMCP
a high-level framework for building MCP servers. It provides:
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 30
This document provides Python-specific best practices and examples for implementing MCP servers usin...
tool registration patterns
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- [ ] Tools enable complete workflows
not just API endpoint wrappers
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 26
* This server provides tools to interact with Example API
including user search
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
const data = await apiRequest(params.limit
params.offset);
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
│ └── constants.ts # Shared constants (API_URL
CHARACTER_LIMIT
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 26
- DO NOT use: Old deprecated APIs such as server.tool()
`server.setRequestHandler(ListToolsRequestSchema
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Productivity
PromptBeginner5 minmarkdownQuality: 22
- The register* methods provide better type safety
automatic schema handling
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Productivity
PromptBeginner5 minmarkdownQuality: 26
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
PromptBeginner5 minmarkdownQuality: 26
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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Research & Learning
PromptBeginner5 minmarkdownQuality: 30
- Example: if finding a paper name
be SPECIFIC enough so answer is not confused with papers published later
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 22
- Store API keys in environment variables
never in code
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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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