General
PromptBeginner5 minmarkdown
- Examples: `slack-mcp-server`
`github-mcp-server`
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General
PromptBeginner5 minmarkdown
- Examples: `slack_mcp`
`github_mcp`
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General
PromptBeginner5 minmarkdown
- **stdio**: For local integrations
command-line tools
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General
PromptBeginner5 minmarkdown
- **Streamable HTTP**: For remote servers
multi-client scenarios
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General
PromptBeginner5 minmarkdown
- Return `has_more`
`next_offset`
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General
PromptBeginner5 minmarkdown
- Example: `slack_send_message`
`github_create_issue`
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General
PromptBeginner5 minmarkdown
- **Node/TypeScript**: `{service}-mcp-server` (e.g.
`slack-mcp-server`)
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Coding & Debugging
PromptBeginner5 minmarkdown
- **Python**: `{service}_mcp` (e.g.
`slack_mcp`)
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General
PromptBeginner5 minmarkdown
3. **Question Generation**: Create 10 complex
realistic questions
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Creative
PromptBeginner5 minmarkdown
- **MCP Protocol**: Start with sitemap at `https://modelcontextprotocol.io/sitemap.xml`
then fetch specific pages with `.md` suffix
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General
PromptBeginner5 minmarkdown
- **Verifiable**: Single
clear answer that can be verified by string comparison
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General
PromptBeginner5 minmarkdown
To create effective evaluations
follow the process outlined in the evaluation guide:
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General
PromptBeginner5 minmarkdown
After implementing your MCP server
create comprehensive evaluations to test its effectiveness.
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General
PromptBeginner5 minmarkdown
Use evaluations to test whether LLMs can effectively use your MCP server to answer realistic
complex questions.
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General
PromptBeginner5 minmarkdown
- [⚡ TypeScript Guide](./reference/node_mcp_server.md) - Project structure
package.json
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Coding & Debugging
PromptBeginner5 minmarkdown
Prioritize comprehensive API coverage. List endpoints to implement
starting with the most common operations.
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Coding & Debugging
PromptBeginner5 minmarkdown
- [🐍 Python Guide](./reference/python_mcp_server.md) - Module organization
dependencies
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Coding & Debugging
PromptBeginner5 minmarkdown
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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General
PromptBeginner5 minmarkdown
- **Transport**: Streamable HTTP for remote servers
using stateless JSON (simpler to scale and maintain
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General
PromptBeginner5 minmarkdown
- Transport mechanisms (streamable HTTP
stdio)
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General
PromptBeginner5 minmarkdown
Then fetch specific pages with `.md` suffix for markdown format (e.g.
`https://modelcontextprotocol.io/specification/draft.md`).
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General
PromptBeginner5 minmarkdown
- Tool
resource
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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.
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