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  • F
    license
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    quality
    C
    maintenance
    Hybrid semantic search (dense vector + BM25) over local knowledge bases and codebases, exposed as MCP tools for AI agents to search and list knowledge bases.
  • A
    license
    A
    quality
    A
    maintenance
    Persistent, consensus-validated institutional memory for AI agents. Gives LLMs real memory that survives across sessions - validated through BFT consensus, not just dumped to a file.
    31
    27
    242
    Apache 2.0
  • A
    license
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    quality
    A
    maintenance
    Enables AI agents to perform fused hybrid search and reorganize documents, folders, and metadata in the SAGA document archive via MCP tools.
    1
    Apache 2.0
  • A
    license
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    quality
    C
    maintenance
    A local-first MCP server for document ingestion and semantic search, providing tools to add, search, and retrieve documents, chunks, and code blocks.
    14
    MIT
  • F
    license
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    quality
    D
    maintenance
    A PostgreSQL MCP server that automatically detects and obfuscates personally identifiable information (PII) in query results using column-name heuristics and NLP analysis. It enables AI agents to interact securely with databases by masking sensitive data by default while allowing selective unmasking under user control.
    4
  • F
    license
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    quality
    D
    maintenance
    This MCP server replicates how a creative strategist gathers context by expanding queries and performing hybrid search against a Google Drive knowledge base, delivering structured, role-categorized context for ad copy and creative briefs.