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  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables assistants to save commitments with context and next actions, recall them in later sessions, and resume them as next-step cards over MCP.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Self-hosted MCP server for long-term memory in AI coding assistants, capturing decisions, conventions, and discoveries as structured traces with tag and keyword search.
    2
    MIT
  • A
    license
    Not graded
    quality
    F
    maintenance
    Local-first personal cognitive engine that provides MCP tools for managing relationships, conversations, agenda, and memory, powered by Ollama.
    Apache 2.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    A generic X/bookmark intelligence MCP core for ingesting, enriching, and retrieving bookmarks with semantic search, brief generation, and academic paper scanning, exposed as MCP tools.
    Apache 2.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    A headless local knowledge library and RAG substrate that enables LLM clients to search, retrieve chunks, and list documentation packs through read-only MCP tools.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables autonomous multi-agent workflows to capture, preserve, and retrieve immutable transcripts and atomic memory cards through a local MCP server, providing tools for forensic search, topic mapping, and structured fact access without losing context fidelity.
    1
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables MCP-compatible agents to read explicitly specified persona files, long-term memories, daily summaries, and valid continuation cards through read-only context tools. It supports keyword recall and limited source retrieval with source numbering and eligibility re-checks.
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Provides deterministic, read-only access to engineering decisions, requirements, and designs stored as Markdown in a repository, enabling agents to retrieve and follow decided context without embeddings or external services.
    300
    Apache 2.0
  • A
    license
    A
    quality
    D
    maintenance
    A persistent memory MCP server for AI assistants, storing and retrieving notes using local JSONL files with BM25 search.
    5
    MIT
  • A
    license
    A
    quality
    A
    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
    41
    GPL 3.0
  • A
    license
    A
    quality
    D
    maintenance
    A server that provides data retrieval capabilities powered by Chroma embedding database, enabling AI models to create collections over generated data and user inputs, and retrieve that data using vector search, full text search, and metadata filtering.
    13
    71,961 PyPI
    600
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    MCP server providing structured continuity memory for AI coding agents, tracking decisions, open loops, and session state in local SQLite. Enables agents to resume work from verified state across sessions without replaying transcripts.
    17
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    Enables persistent, auditable business operations state by storing knowledge, evidence, decisions, tasks, execution receipts, and review results in a local SQLite database, so different sessions can continue the same project.
    20
    MIT