Skip to main content
Glama

Related Servers

Alternatives to Cuba-Memorys

No user-submitted related servers found.

    Related Servers

    • A
      license
      Not graded
      quality
      A
      maintenance
      Persistent shared memory for AI agents. Hybrid search (pgvector + tsvector), knowledge graph, cognitive scoring, and 16-language temporal extraction. 97.2% Recall@10 on LongMemEval with one PostgreSQL query. Works across Claude Code, Cursor, Codex, OpenClaw, and any MCP client.
      22 PyPI
      115
      MIT
    • A
      license
      Not graded
      quality
      D
      maintenance
      Persistent semantic memory for AI agents using PostgreSQL and vector embeddings, enabling cross-session continuity and semantic search.
      AGPL 3.0
    • A
      license
      Not graded
      quality
      A
      maintenance
      Persistent knowledge memory layer for AI agents. Hybrid semantic + full-text search with pgvector, code dependency graph with blast-radius impact analysis, and incremental indexing for 7 languages. In-process ONNX embeddings, no external API required.
      22 npm
      35
      MIT
    • A
      license
      Not graded
      quality
      D
      maintenance
      Persistent, semantically-searchable memory for AI agents using local PostgreSQL, pgvector, and Ollama embeddings, exposed via MCP with hybrid retrieval, knowledge graph, and auto-recall hook.
      3 npm
      MIT
    • A
      license
      Not graded
      quality
      A
      maintenance
      Persistent semantic memory for AI agents — hybrid SQLite + FTS5 with DAG-based summaries, context compaction, and 7 MCP tools. Open source, self-hosted, zero API cost.
      155
      MIT

    TDQS

    B3.3/5.0

    Scored across 62 tools

    Disambiguation3/5

    The 31 cuba_* tools have mostly distinct documented purposes, but each is duplicated verbatim by a memory_* alias, so the agent sees 62 near-identical entries and must rely on the '[alias of ...]' tag to avoid redundancy. Several core tools also overlap conceptually (alma vs cronica vs pizarra vs receta all store different memory types; faro/expediente/remedio all revolve around retrieval of prior knowledge), though the descriptions do draw boundaries.

    Naming Consistency5/5

    Every tool follows an identical lowercase prefix_noun pattern (cuba_<domain> with a parallel memory_<domain> alias), using single Spanish domain nouns rather than verbs. There is no mixing of camelCase/snake_case or competing verb styles, so the pattern is perfectly predictable across the whole set.

    Tool Count2/5

    There are 62 listed tools (31 functional tools each mirrored by an alias), which is far above a well-scoped surface and lands in the 'too many' band. The presence of cuba_tools/cuba_call to lazy-load schemas shows the authors know the surface is heavy, but the sheer number plus the alias doubling makes the set unwieldy.

    Completeness5/5

    The surface is exceptionally thorough: entity CRUD, observations/facts/episodes, relations, error tracking (record/search/resolve), sessions, decisions, maintenance (decay/prune/merge), GDPR erasure, graph analytics, contradiction detection, confidence calibration, bulk ingestion, project scoping, sync, audit log, working memory, artifacts, and a context-window view. Essentially every lifecycle stage of a memory domain is covered with no obvious dead ends.

    Maintenance

    ActivityActive
    ResponsivenessUnresponsive