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refrag

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m1rl0k / Context-Engine

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Context-Engine: MCP retrieval stack for AI coding assistants. Hybrid code search (dense + lexical + reranker), ReFRAG micro-chunking, local LLM prompt enhancement, and dual SSE/RMCP endpoints. One command deploys Qdrant-powered indexing for Cursor, Windsurf, Roo, Cline, Codex, and any MCP client.

docker ai mcp decoder context cursor glm codex ai-agents windsurf openai-api context-engine llm llm-inference ollama-api mcp-server refrag
  • Updated Jan 1, 2026
  • Python

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