A
license-
qualityC
maintenanceAn MCP server that provides a search_docs tool with hybrid retrieval (BM25 + dense vectors) and cross-encoder reranking, backed by evaluation, prompt-injection guardrails, and OpenTelemetry tracing.
MIT
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"Hybrid RAG System for Indexing DevOps eBooks and Online Documentation" matching MCP servers:
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Alicense-qualityCmaintenanceProvides phone intelligence for AI voice agents, enabling inbound caller identification, outbound risk assessment, line type detection, and do-not-contact checks via four read-only MCP tools.MIT- AlicenseCqualityBmaintenanceA local-only codebase indexer that extracts syntax-aware chunks, creates embeddings locally, and enables semantic code search and symbol lookup via MCP.9MIT
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