A
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qualityB
maintenanceEnables AI agents to query a beads store for issues, notes, comments, and memories, returning full verbatim content and relationship neighborhoods under an output budget.
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"A tool or assistant to explore and debug my codebase" matching MCP servers:
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- Alicense-qualityFmaintenanceAn open-source AI-powered development assistant that connects Claude Desktop to your codebase via MCP, enabling semantic code search, AI-assisted editing, and persistent memory without additional subscriptions.48Apache 2.0
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- Alicense-qualityDmaintenanceA smart debugging agent that remembers errors, automatically diagnoses issues, and accumulates solutions for faster resolution.1MIT
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- Alicense-qualityCmaintenanceMCP server for semantic codebase navigation that builds an AST index of symbols, imports, and exports, providing AI agents with tools to search, explore, and understand code.MIT
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- Flicense-qualityAmaintenanceAn MCP server that indexes codebases into a local knowledge graph, providing 52 AI tools for semantic search, call-graph traversal, git archaeology, and impact analysis to give AI agents deep understanding of code.2
- Flicense-qualityDmaintenanceA semantic codebase indexer MCP server that chunks source code, generates embeddings via Ollama, and stores them in Qdrant for natural-language code search.10
- AlicenseAqualityDmaintenanceStructures debugging processes into a persistent knowledge graph, enabling problem decomposition, hypothesis testing, and reusable solution discovery.194MIT