- [🐍 Python Guide](./reference/python_mcp_server.md) - Module organization
dependencies
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dependencies
authentication requirements
benefiting from its broad usage
using stateless JSON (simpler to scale and maintain
stdio)
`https://modelcontextprotocol.io/specification/draft.md`).
resource
relevant data. Some clients support code execution which can help agents filter and process data efficiently.
descriptive tool names help agents find the right tools quickly. Use consistent prefixes (e.g.
while comprehensive coverage gives agents flexibility to compose operations. Performance varies by client—some clients benefit from code execution that combines basic tools
whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
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modern.
jump cuts synced to upbeat audio.
Google Shorts variant.
ask clarifying questions before finalizing ideas.
original
suggest trendy visual or narrative styles (e.g.
include:
video angles
context
static visuals
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