mcp-memoria
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Alternatives to mcp-memoria
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- AlicenseAqualityBmaintenanceEnables coding agents to store, search, and retrieve long-term memory as plain Markdown files with a disposable SQLite index, including note management, decision/bug tracking, and codebase symbol lookup via MCP.8MIT
- FlicenseNot gradedqualityAmaintenanceEnables AI agents and MCP hosts to query locally indexed notes, docs, chat logs, and other files via hybrid vector/BM25 retrieval with section-level citations. Exposes tools, resources, and prompts for searching and asking over the indexed content.-
- AlicenseNot gradedqualityCmaintenanceEnables coding agents to search their own and other agents' sessions and existing Markdown memories locally through MCP, returning provenance-tagged fragments while keeping source files read-only. Indexing, embeddings, and reranking all run locally behind a single daemon with a SQLite index.MIT
- AlicenseNot gradedqualityBmaintenanceEnables coding agents to store and retrieve source-backed context locally in SQLite, with FTS5 search, optional reranking, and stdio MCP tools.1MIT
- AlicenseNot gradedqualityFmaintenanceExposes a stdio MCP server that indexes a markdown vault (such as an Obsidian folder of notes) into SQLite FTS5 and answers BM25-ranked section-level queries, with filters for note type. It also exposes reindexing so notes edited on disk become searchable again, giving coding agents persistent, durable memory across sessions.MIT
- FlicenseNot gradedqualityAmaintenanceEnables AI agents and MCP hosts to search and question a local, hybrid-indexed corpus of scattered notes, docs, and chat logs, returning section-level citations rather than whole files.-
TDQS
Scored across 5 tools
Each tool targets a distinct stage of the memory lifecycle: listing sources, searching, expanding a citation, writing a new note, and rebuilding the index. There is no plausible confusion between them, and the descriptions explicitly chain them (buscar_memoria → leer_fragmento, listar_fuentes before searching).
Four of five names follow a clear Spanish verb_noun pattern (listar_fuentes, buscar_memoria, leer_fragmento, guardar_nota). reindexar is a bare verb without a noun, a minor deviation but still readable and unambiguous.
Five tools is a well-scoped surface for a personal memory/index server; each maps to a real operation with no filler. Nothing feels thin because the read/write/search/reindex loop is fully covered.
The core loop (inspect index, search, read, write, reindex) is covered, including deduplication on write and incremental reindexing. There is no explicit way to delete or edit an existing note, so stale memories can only be removed via file changes plus reindexing.