Basic Memory vs Codebase Memory
Basic Memory and Codebase Memory are both MCP servers for agent memory. Basic Memory is published by basicmachines-co and Codebase Memory by DeusData. Both run locally (stdio). Basic Memory lists installs for Claude Code, Codex, VS Code and Cursor; Codebase Memory for Claude Code, Codex, VS Code and Claude Desktop. On GitHub, Codebase Memory has 47,374 stars and Basic Memory has 4,336. Both were last active in Oct 2026. The table lines up where they differ (publisher, license, install targets and GitHub stars) and has the install commands for both. Everything here comes from the listings' public sources and is refreshed daily. Basic Memory describes itself as: Local-first knowledge management with bi-directional LLM sync via Markdown files. Codebase Memory: Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens. Licenses: Basic Memory AGPL-3.0, Codebase Memory MIT.
Updated Oct 26, 2026 · Built from catalog data; how we rank and grade
Basic Memory
basicmachines-co
Local-first knowledge management with bi-directional LLM sync via Markdown files.
Codebase Memory
DeusData
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Who should pick which
- Codebase Memory has the larger community: 47,374 GitHub stars against 4,336.
From listing data only. We don't pick a winner on security beyond the grades; read how grades work.
Side by side
| Fact | Basic Memory | Codebase Memory |
|---|---|---|
| Type | Connector | Connector |
| Publisher | basicmachines-co | DeusData |
| License | AGPL-3.0 | MIT |
| Pricing | Not stated | Not stated |
| Runs | Local (stdio) | Local (stdio) |
| Auth | No auth | No auth |
| Hosts supported | Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop | Claude Code, Codex, VS Code, Claude Desktop, Cursor, Windsurf |
| Tools | 37 | Not listed yet |
| Security grade | –Security: not graded yet | –Security: not graded yet |
| Freshness grade | AFreshness: A | AFreshness: A |
| GitHub stars | 4,336 | 47,374 |
| Weekly downloads | 14,373 | 2,542 |
| Last release | Oct 23, 2026 | Oct 17, 2026 |
| Last activity | Oct 24, 2026 | Oct 22, 2026 |
Facts from each listing's public sources, checked daily. Tool lists arrive with tool scans.
Install
Basic Memory
claude mcp add basic-memory -- uvx --prerelease allow basic-memory mcp basic-memory@0.24.1
Codebase Memory
claude mcp add codebase-memory-mcp -- npx -y codebase-memory-mcp@0.12.1
Also consider
- 0.799score
OMEGA Memory
omega-memory
Persistent memory, coordination, and learning for AI agents.
ConnectorAFreshness: ALocal★ 224↓ 1.9K/wkClaude Code +5 - 0.789score
Neural Memory
nhadaututtheky
Persistent memory for AI agents — 55 MCP tools, spreading activation recall.
ConnectorAFreshness: ALocal★ 242Claude Code +5 - 0.782score
VelesDB Memory
cyberlife-coder
Offline agentic memory: remember/recall/relate/forget/why over a fused vector+graph+columnar engine
ConnectorAFreshness: ALocal★ 100Claude Desktop
Questions
- Is Basic Memory or Codebase Memory more popular?
- Codebase Memory has more GitHub stars (47,374 against 4,336). Stars measure attention, not quality, so check freshness and docs too.
- Do Basic Memory and Codebase Memory work with Claude Code?
- Yes, both list a Claude Code install; the commands are on this page.
- Which one runs without a local install?
- Both run locally on your machine.
Related
- AlternativesAlternatives to Basic Memory
- AlternativesAlternatives to Codebase Memory
- Best ofBest MCP servers for Markdown
- Best ofBest MCP servers for knowledge bases and wikis
- Best ofBest MCP servers for agent memory
- Best ofBest MCP servers for knowledge graphs
- ComparisonBasic Memory vs OMEGA Memory
- ComparisonCodebase Memory vs OMEGA Memory
- Host guideMCP servers for Cursor
Cite this page
Basic Memory vs Codebase Memory. Agent Mart. https://agentmart.dev/compare/basicmachines-co-basic-memory-vs-deusdata-codebase-memory-mcp (last updated 2026-10-26)