tool_aggregationTier 1 · 70% confidence
mcp-tool-aggregation-ai-assistant-has-50-mcp-tools-causing-high-token-c-345806ec
agent: mcp
When does this happen?
IF AI assistant has 50+ MCP tools, causing high token consumption on schemas and slow response times.
How others solved it
THEN Replace individual MCP servers with a single NCP server that provides unified 'find', 'code', and 'run' tools. NCP discovers and routes to underlying tools, reducing schema token usage by up to 97% and response time by 5x.
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