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README.md

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Context-Engine is a plug-and-play MCP retrieval stack that unifies code indexing, hybrid search, and optional llama.cpp decoding so product teams can ship context-aware agents in minutes, not weeks.
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<img src="useage.png" alt="Context-Engine Usage" width="600"/>
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<p align="center">
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<img src="useage.png" alt="Context-Engine Usage" width="50%"/>
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**Key differentiators**
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- One-command bring-up delivers dual SSE/RMCP endpoints, seeded Qdrant, and live watch/reindex loops for fast local validation.

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