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Related Servers

Alternatives to TestGraph

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    Related Servers

    • A
      license
      Not graded
      quality
      A
      maintenance
      A graph-based MCP server that provides AI coding agents with persistent memory to store patterns, track complex relationships, and retrieve knowledge across sessions. It leverages graph structures to handle temporal queries and relational paths that traditional vector stores often miss.
      252
      MIT
    • A
      license
      A
      quality
      A
      maintenance
      Gives any MCP client (Claude, ChatGPT, Cursor, and others) one shared knowledge-graph memory where agents record decisions, problems, and approaches together with their reasoning, then retrieve them by meaning rather than keyword. Spreading activation pulls in linked context and decay lets unused knowledge fade without deleting it.
      9
      16
      Apache 2.0
    • A
      license
      Not graded
      quality
      A
      maintenance
      Enables teams of AI coding agents (Claude Code, Cursor, Codex) to share persistent, time-aware graph memory and coordinate their work via MCP, so agents recall verified fixes at the moment of failure, learn procedures automatically, avoid file conflicts, claim tasks race-free, and hand off facts and decisions between sessions.
      MIT
    • A
      license
      Not graded
      quality
      C
      maintenance
      A universal MCP server providing persistent, structured memory through a knowledge graph with graph storage, semantic vector search, and multi-hop traversal for AI agents and IDEs.
      19 PyPI
      1
      MIT
    • A
      license
      A
      quality
      D
      maintenance
      A persistent, event-sourced knowledge graph MCP server for AI coding agents that enables semantic search, tiered context retrieval, and git-based version control of AI memory.
      31
      105 PyPI
      2
      MIT
    • F
      license
      Not graded
      quality
      B
      maintenance
      A self-hosted, temporal knowledge-graph memory for AI coding agents — shared across projects, queryable across time, written and read via MCP by any Claude Code session.
      -

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