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
Explore
Find agent skills by outcome
17,180 skills indexed with the new KISS metadata standard.
Showing 24 of 17,180Categories: Coding & Debugging, Data, Productivity, Research & Learning
Coding & Debugging
PromptBeginner5 minmarkdown
- [ ] Tools enable complete workflows
not just API endpoint wrappers
0
Data
PromptBeginner5 minmarkdown
Expose data as resources for efficient
URI-based access:
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
const truncatedData = data.slice(0
Math.max(1
0
Coding & Debugging
PromptBeginner5 minmarkdown
const data = await apiRequest(params.limit
params.offset);
0
Data
PromptBeginner5 minmarkdown
- Return complete
structured data suitable for programmatic processing
0
Coding & Debugging
PromptBeginner5 minmarkdown
│ └── constants.ts # Shared constants (API_URL
CHARACTER_LIMIT
0
Coding & Debugging
PromptBeginner5 minmarkdown
- **DO NOT use**: Old deprecated APIs such as `server.tool()`
`server.setRequestHandler(ListToolsRequestSchema
0
Productivity
PromptBeginner5 minmarkdown
- The `register*` methods provide better type safety
automatic schema handling
0
Productivity
PromptBeginner5 minmarkdown
Remember to parallelize solving tasks to avoid running out of context
then accumulate all answers and make changes to the file at the end.
0
Productivity
PromptBeginner5 minmarkdown
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
0
Coding & Debugging
PromptBeginner5 minmarkdown
<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>
0
Coding & Debugging
PromptBeginner5 minmarkdown
After understanding the API and tools
USE the MCP server tools:
0
Research & Learning
PromptBeginner5 minmarkdown
- Example: if finding a paper name
be SPECIFIC enough so answer is not confused with papers published later
0
Coding & Debugging
PromptBeginner5 minmarkdown
- Store API keys in environment variables
never in code
0
Data
PromptBeginner5 minmarkdown
- **Return pagination metadata**: Include `has_more`
`next_offset`/`next_cursor`
0
Coding & Debugging
PromptBeginner5 minmarkdown
- **Python**: `{service}_mcp` (e.g.
`slack_mcp`)
0
Coding & Debugging
PromptBeginner5 minmarkdown
Prioritize comprehensive API coverage. List endpoints to implement
starting with the most common operations.
0
Coding & Debugging
PromptBeginner5 minmarkdown
- [🐍 Python Guide](./reference/python_mcp_server.md) - Module organization
dependencies
0
Coding & Debugging
PromptBeginner5 minmarkdown
Review the service's API documentation to identify key endpoints
authentication requirements
0
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
0
Coding & Debugging
PromptBeginner5 minmarkdown
Agents benefit from concise tool descriptions and the ability to filter/paginate results. Design tools that return focused
relevant data. Some clients support code execution which can help agents filter and process data efficiently.
0