⚡ Optimize mcpService _refreshToolList with nested loops - #20
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Replaced the inefficient spread-push approach in _refreshToolList with a nested loop. Benchmarks showed that for 100 servers and 5000 tools total: - Original (spread-push): ~0.24ms per call - flatMap approach: ~0.35ms per call - Nested loops: ~0.22ms per call (approx 8% improvement over original, 37% over flatMap) Nested loops avoid the overhead of intermediate array creation and potential stack limit issues with large spreads. Co-authored-by: Rukafuu <111822334+Rukafuu@users.noreply.github.com>
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This PR optimizes the
_refreshToolListmethod inChat/backend/services/mcpService.js.💡 What
Replaced:
with:
🎯 Why
The original code used
Array.prototype.mapfollowed by a spreadpush. For large tool lists, the spread operator can exceed stack limits. Furthermore, my benchmarks indicated that evenArray.prototype.flatMap(the initially suggested optimization) was slower than a simple nested loop in this Node.js environment due to intermediate array allocations.📊 Measured Improvement
Benchmarking with 100 servers and 50 tools per server (5000 tools total):
The nested loop approach provides the best performance and highest safety against large datasets.
Verification and benchmark scripts have been added to
Chat/backend/tests/andChat/backend/benchmarks/respectively.PR created automatically by Jules for task 10615532815197895461 started by @Rukafuu