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Alternatives to Aelios

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    Related Servers

    • A
      license
      Not graded
      quality
      A
      maintenance
      Self-hosted semantic memory layer for Claude and MCP-compatible AI clients. Store notes, search by meaning not keywords, and recall relevant context automatically across sessions. Runs free on Cloudflare Workers, D1, Vectorize, and Workers AI
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      840
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Gives MCP clients persistent personal memory and a versioned skill library, letting agents store facts, preferences, and decisions and recall them through hybrid semantic-plus-keyword search with automatic time weighting. Everything runs inside Cloudflare's free tier, with no server or database to operate.
      MIT
    • F
      license
      Not graded
      quality
      D
      maintenance
      Provides cross-device access to a persistent knowledge graph via Cloudflare Workers, enabling memory storage and retrieval through both MCP protocol and REST API with full-text search capabilities.
      -
    • A
      license
      Not graded
      quality
      B
      maintenance
      Provides an MCP memory system for AI personas with fading strengths, automatic recall, session handoff notes, isolated multi-persona stores, peer messaging, and a browsable star atlas. Runs on Cloudflare Workers and connects to any MCP client over Streamable HTTP.
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    • A
      license
      Not graded
      quality
      C
      maintenance
      Provides persistent memory for MCP clients, enabling them to remember user preferences and behaviors across conversations using vector search and Cloudflare's infrastructure.
      13 npm
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    • A
      license
      Not graded
      quality
      D
      maintenance
      Self-hosted semantic memory for AI agents. Save worklogs, decisions, and notes via MCP, then recall them across sessions by meaning rather than keyword. Backed by Postgres + pgvector with local embeddings (multilingual-e5-base).
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    TDQS

    A4.4/5.0

    Scored across 10 tools

    Disambiguation4/5

    Most tools have clearly distinct roles (wake_up loads context, recall searches, forget deletes, notebook is a self-authored scratchpad), and descriptions actively disambiguate close pairs like remember vs keep_moment and recall vs list_memories. There is still mild overlap between remember and keep_moment, and between recall and list_memories, so an agent could occasionally misselect.

    Naming Consistency4/5

    All names are snake_case and most follow a verb or verb_noun pattern (recall, remember, forget, keep_moment, learn_word, read_diary, log_conversation, list_memories). The two exceptions, wake_up and notebook, are evocative but break the verb-first pattern slightly.

    Tool Count5/5

    Ten tools is a well-scoped set for a personal-memory server, with each tool covering a distinct part of the memory lifecycle. Nothing feels redundant or padded.

    Completeness4/5

    Coverage is strong: context loading, search, create/update/delete of memories, curated moments, glossary, diary reading, conversation logging, listing, and notebook CRUD are all present. Minor gaps exist, such as no explicit way to edit or remove a kept moment or an individual diary entry, but agents can work around these.

    Maintenance

    ActivityActive
    ResponsivenessWithin a week