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    • A
      license
      B
      quality
      A
      maintenance
      Enables AI coding agents and local LLMs to store and recall project memory, compact verbose logs, look up code symbols, create and rewind workspace snapshots, detect risky commands and loops, pack context optimally, and draft tokens through MCP tools.
      10
      1
      Apache 2.0
    • A
      license
      Not graded
      quality
      C
      maintenance
      Provides coding agents with structured planning, persistent project memory, automated verification, and safety permission controls through MCP tools, enabling better planning, context retention, self-checking, and guarded execution.
      1 npm
      MIT
    • A
      license
      A
      quality
      C
      maintenance
      Enables AI coding agents to intelligently index and search codebases with sub-20ms retrieval, 8x memory compression, and cross-encoder reranking via MCP stdio.
      5
      MIT
    • F
      license
      B
      quality
      B
      maintenance
      Provides AI coding agents with a hybrid cognitive memory engine that reduces token usage, prevents amnesia, detects repetitive error loops, and retrieves relevant code context through MCP.
      6
      -
    • A
      license
      B
      quality
      B
      maintenance
      MCP server providing persistent engineering memory and spec-driven development workflows for AI coding agents, preserving learnings across sessions.
      41
      1,046 PyPI
      Business Source 1.1