BeamBridge turns legacy GitHub repos into zero-dependency MCP servers with 100% parity, 31x cheaper

ben_burtenshaw · x · 2026-10-29

Built on Reflection AI's Beam-1.0 (1M context), BeamBridge converts legacy GitHub repositories into zero-dependency MCP servers, achieving 71.25% → 100% functional parity across 160/160 verified tests, 98.9% BPE AST compaction, and 2.03x faster / 31.3x cheaper inference ($1.38M TCO saved over 12 months). A Hugging Face Space is available to try it live.

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