Capability
Workflow Template Matching And Retrieval With Similarity Scoring
8 artifacts provide this capability.
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n8n-mcpMCP Server41/100
via “workflow-template-search-and-adaptation”
A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you
Unique: Indexes 2,709 templates in SQLite at build time, enabling instant template discovery without API calls. The adaptation system validates modifications against the n8n schema, ensuring customized templates remain executable.
vs others: Faster template discovery than browsing n8n's web marketplace because all 2,709 templates are pre-indexed and searchable locally via MCP.