Comparison
Codex Agent Mem vs Dify
Dify has more GitHub stars (158,523 vs 39). Dify was updated more recently (last commit 3h ago). Data comes straight from GitHub and refreshes daily.
Codex Agent Mem
Local-first Model Context Protocol (MCP) memory layer for Codex CLI/Desktop, Claude Code, Gemini CLI, Qwen/DeepSeek/Ollama and agent workflows. SQLite + FTS5 compact context…
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pipx install "git+https://github.com/MarceloCaporale/codex-agent-mem.git"
Dify
Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype…
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git clone https://github.com/langgenius/dify| Metric | Codex Agent Mem | Dify |
|---|---|---|
| Type | MCP server | MCP server |
| GitHub stars | 39 | 158,523 |
| Stars, last 7 days | — | — |
| Forks | 7 | 25,042 |
| Upvotes | 0 | 0 |
| Language | Python | TypeScript |
| License | Apache-2.0 | — |
| Last commit | 5mo ago | 3h ago |
| Created | Apr 2026 | Apr 2023 |
| Categories | AI & LLM tooling, Memory & knowledge, Databases | AI & LLM tooling, Memory & knowledge, Frameworks & SDKs |