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  • A
    license
    A
    quality
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    maintenance
    Shared, code-grounded memory for developers and their coding agents. Capture a learning once and the whole team plus every agent recalls it; memory is grounded in your code and stored as git-tracked JSON reviewed in PRs, with citations validated on write and stale memory withheld from recall. Works with any MCP client.
    11
    33
    GPL 3.0
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to use Obsidian vaults as persistent, bidirectional knowledge workspaces with wikilink/backlink resolution, structured frontmatter/tag indexing, task aggregation, and Obsidian Headless Sync.
    11
    MIT
  • F
    license
    B
    quality
    D
    maintenance
    A Model Context Protocol server that provides persistent memory capabilities for AI systems, enabling true continuity of consciousness across conversations through episodic, semantic, procedural, and strategic memory types.
    24
    6
    -
  • A
    license
    Not graded
    quality
    D
    maintenance
    An advanced MCP server implementing a cognitive architecture through the GOTCHA framework and ATLAS process for sophisticated task management and reasoning. It provides persistent SQLite memory, lifecycle hooks, and a subagent system to enable complex, agentic AI workflows.
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Long-term and multimodal memory for AI agents. Store facts and conversations with add_memory, recall them with search_memories — 8 tools over stdio/SSE/HTTP. Per-character memory isolation, LLM-based semantic deduplication, FAISS + JSON storage, and a fully local option (Ollama, no API key). Drop-in compatible with Mem0.
    8
    36 PyPI
    492
    Apache 2.0
  • F
    license
    B
    quality
    D
    maintenance
    Enables persistent memory for AI systems by providing tools for episodic, semantic, and procedural data storage through a vector-and-graph-enhanced database. It allows models to maintain long-term continuity using similarity search, thematic clustering, and identity tracking.
    24
    1
    -
  • A
    license
    C
    quality
    F
    maintenance
    An MCP server that integrates the zk note-taking system with LLMs, enabling users to search, read, create, and manage notes. It provides tools for link analysis, tag management, and complex note queries to interact with local knowledge bases.
    5
    1
    MIT
  • F
    license
    Not graded
    quality
    A
    maintenance
    A persistent memory MCP server for AI copilots that automatically surfaces relevant context across sessions, projects, and teams, eliminating the need to repeat information.
    6 npm
    8
    -