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  • A
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    maintenance
    Provides an MCP memory system for AI personas with fading strengths, automatic recall, session handoff notes, isolated multi-persona stores, peer messaging, and a browsable star atlas. Runs on Cloudflare Workers and connects to any MCP client over Streamable HTTP.
    8
    MIT
  • A
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    A
    quality
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    Enables an assistant to answer questions solely from a curated corpus of public-domain women-authored texts, with citations and explicit no-coverage status when the corpus lacks material.
    6
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI coding assistants to perform local semantic code search using AST parsing and embeddings, finding code by meaning with exact file and line locations, plus AST-based usage lookup.
    4
    MIT
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    quality
    D
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    Enhances AI model capabilities with structured, retrieval-augmented thinking processes that enable dynamic thought chains, parallel exploration paths, and recursive refinement cycles for improved reasoning.
    1
    24
    MIT
  • A
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    quality
    D
    maintenance
    Enables AI agents to retrieve relevant sections from indexed files (documents, code, etc.) via hybrid semantic/BM25 search, with citations, through the Model Context Protocol.
    Apache 2.0
  • A
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    Not graded
    quality
    A
    maintenance
    Persistent, auditable memory for AI agents. Hybrid BM25 + vector recall with 18 MCP tools, adaptive block metadata (A-MEM), intent-aware routing, contradiction detection, and governance workflows. Zero external dependencies. Drop-in memory for Claude Code and any MCP-compatible agent.
    173 PyPI
    21
    Apache 2.0
  • A
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    quality
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    maintenance
    A modular RAG framework exposing MCP tools for hybrid document search, enabling AI assistants to query private knowledge bases with multimodal support and full observability.
    MIT
  • A
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    quality
    B
    maintenance
    Enables LLM agents to search canon works, lock timeline-scoped rules and character seals, audit plots for out-of-character or canon-breaking content before writing, and generate divergent worldbuilding hooks.
    MIT
  • A
    license
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    quality
    D
    maintenance
    A tool that helps easily register Anthropic's Model Context Protocol (MCP) in Claude Desktop and Cursor, providing RAG functionality, Dify integration, and web search capabilities.
    184
    MIT
  • A
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    quality
    B
    maintenance
    Enables agents to file, decide, and escalate business exceptions only when backed by precedent that is still good law, checking authority, overruling, and current policy inside FalkorDB. Also exposes graph analytics, agent memory and handoffs, policy-impact simulation, and hash-chained ledger verification as MCP tools.
    5 npm
    MIT