General
PromptBeginner5 minmarkdown
The name should be general
descriptive of the service being integrated
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General
PromptBeginner5 minmarkdown
- Examples: `slack_mcp`
`github_mcp`
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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
- **stdio**: For local integrations
command-line tools
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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
- Example: `slack_send_message`
`github_create_issue`
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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
3. **Question Generation**: Create 10 complex
realistic questions
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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
To create effective evaluations
follow the process outlined in the evaluation guide:
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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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Coding & Debugging
PromptBeginner5 minmarkdown
- [🐍 Python Guide](./reference/python_mcp_server.md) - Module organization
dependencies
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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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General
PromptBeginner5 minmarkdown
- [⚡ TypeScript Guide](./reference/node_mcp_server.md) - Project structure
package.json
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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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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
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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General
PromptBeginner5 minmarkdown
- Transport mechanisms (streamable HTTP
stdio)
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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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Coding & Debugging
PromptBeginner5 minmarkdown
Balance comprehensive API endpoint coverage with specialized workflow tools. Workflow tools can be more convenient for specific tasks
while comprehensive coverage gives agents flexibility to compose operations. Performance varies by client—some clients benefit from code execution that combines basic tools
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