basic-memory
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- AlicenseNot gradedqualityDmaintenanceProvides persistent memory for AI tools by building a local knowledge graph from conversations, enabling cross-session recall and context awareness without cloud dependencies.9MIT
- AlicenseNot gradedqualityBmaintenanceProvides a self-hosted memory system that lets AI agents read and write durable notes as plain Markdown in an Obsidian vault, with keyword and semantic search plus wikilink graph operations.MIT
- AlicenseAqualityBmaintenancePersistent memory with knowledge graph visualization, semantic/hybrid search, importance scoring, and cloud sync (S3/R2) for cross-session context management.44746MIT
- AlicenseNot gradedqualityFmaintenanceProvides persistent memory functionality for AI conversations by creating, managing and querying entities and relationships in a knowledge graph. Features SQLite storage, advanced search capabilities, and Windows auto-start integration for long-term AI memory retention.16 npmMIT
- AlicenseNot gradedqualityAmaintenanceEnables AI agents to share persistent, self-improving memory by ingesting, classifying, synthesizing, and retrieving knowledge from Obsidian vaults, code, documents, transcripts, bookmarks, and sessions through MCP and REST interfaces with token-optimized search.5 npmMIT
- AlicenseNot gradedqualityAmaintenanceGives AI agents a shared persistent memory by ingesting Obsidian vaults, code, transcripts, web clips, and session or bug-fix captures, then serving token-optimized context briefings, keyword and semantic search, and cross-source synthesis. Enables multiple agents to read and write the same growing knowledge base so each session builds on the last.5 npmMIT
TDQS
Scored across 12 tools
There is real overlap among three retrieval tools (bm_find, bm_list, bm_search), but the descriptions explicitly route the agent: bm_list for one folder, bm_find for recursive name/frontmatter matching, bm_search for ranked text/semantic search. Similarly bm_read (one note body) is distinguished from bm_context (graph traversal) and bm_write (full replace) from bm_edit (partial change). Only a small chance of misselection remains for an agent skimming names.
All 12 tools follow a single predictable bm_<word> snake_case pattern with no style mixing. Most suffixes are verbs (find, list, read, write, edit, move, delete, search), but a few are nouns/commands (bm_context, bm_schema, bm_project, bm_man), which is a minor deviation rather than an inconsistency.
Twelve tools sit comfortably in the well-scoped range and each maps to a distinct capability: directory listing, find, search, read, write, edit, move, delete, graph context, schema ops, project ops, and docs. None look like padding, and the surface is not so thin that agents would have to chain workarounds.
Note lifecycle is fully covered (create/replace, read, partial edit, move, delete, plus graph context and search), and bm_schema and bm_project cover schema and project management. Minor gaps: bm_project only supports list/create/recent (no rename or delete of projects), and there is no copy/duplicate operation, though the description notes the read+write+delete workaround.