Codebase Memory vs OMEGA Memory
Codebase Memory and OMEGA Memory are both MCP servers for agent memory. Codebase Memory is published by DeusData and OMEGA Memory by omega-memory. Both run locally (stdio). Codebase Memory lists installs for Claude Code, Codex, VS Code and Claude Desktop; OMEGA Memory for Claude Code, Codex, VS Code and Cursor. On GitHub, Codebase Memory has 47,374 stars and OMEGA Memory has 224. 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. Codebase Memory describes itself as: Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens. OMEGA Memory: Persistent memory, coordination, and learning for AI agents. Licenses: Codebase Memory MIT, OMEGA Memory Apache-2.0.
Updated Oct 26, 2026 · Built from catalog data; how we rank and grade
Codebase Memory
DeusData
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
OMEGA Memory
omega-memory
Persistent memory, coordination, and learning for AI agents.
Who should pick which
- Codebase Memory has the larger community: 47,374 GitHub stars against 224.
From listing data only. We don't pick a winner on security beyond the grades; read how grades work.
Side by side
| Fact | Codebase Memory | OMEGA Memory |
|---|---|---|
| Type | Connector | Connector |
| Publisher | DeusData | omega-memory |
| License | MIT | Apache-2.0 |
| Pricing | Not stated | Not stated |
| Runs | Local (stdio) | Local (stdio) |
| Auth | No auth | No auth |
| Hosts supported | Claude Code, Codex, VS Code, Claude Desktop, Cursor, Windsurf | Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop |
| Tools | Not listed yet | 19 |
| Security grade | –Security: not graded yet | –Security: not graded yet |
| Freshness grade | AFreshness: A | AFreshness: A |
| GitHub stars | 47,374 | 224 |
| Weekly downloads | 2,542 | 1,911 |
| Last release | Oct 17, 2026 | Oct 8, 2026 |
| Last activity | Oct 22, 2026 | Oct 9, 2026 |
Facts from each listing's public sources, checked daily. Tool lists arrive with tool scans.
Install
Codebase Memory
claude mcp add codebase-memory-mcp -- npx -y codebase-memory-mcp@0.12.1
OMEGA Memory
claude mcp add omega-memory -- uvx omega-memory@1.3.0
Also consider
- 0.754score
Shodh Memory
varun29ankuS
Cognitive memory for AI agents — semantic search, Hebbian learning, knowledge graphs.
ConnectorBFreshness: BLocal★ 315Claude Code +5 - 0.789score
Neural Memory
nhadaututtheky
Persistent memory for AI agents — 55 MCP tools, spreading activation recall.
ConnectorAFreshness: ALocal★ 242Claude Code +5 - 0.786score
Basic Memory
basicmachines-co
Local-first knowledge management with bi-directional LLM sync via Markdown files.
ConnectorAFreshness: ALocal★ 4.3K↓ 14.4K/wkClaude Code +5
Questions
- Is Codebase Memory or OMEGA Memory more popular?
- Codebase Memory has more GitHub stars (47,374 against 224). Stars measure attention, not quality, so check freshness and docs too.
- Do Codebase Memory and OMEGA 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
Cite this page
Codebase Memory vs OMEGA Memory. Agent Mart. https://agentmart.dev/compare/deusdata-codebase-memory-mcp-vs-omega-memory-omega-memory (last updated 2026-10-26)