Comparison
Ctxd vs Dify
Dify has more GitHub stars (158,523 vs 62). Dify was updated more recently (last commit 7h ago). Data comes straight from GitHub and refreshes daily.
Ctxd
Your AI agents can't see your files. ctxd connects your cloud data and makes it searchable via API, CLI, or MCP.
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git clone https://github.com/ctxd-dev/ctxd
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 | Ctxd | Dify |
|---|---|---|
| Type | MCP server | MCP server |
| GitHub stars | 62 | 158,523 |
| Stars, last 7 days | n/a | n/a |
| Forks | 4 | 25,042 |
| Upvotes | 0 | 0 |
| Language | Python | TypeScript |
| License | MIT | n/a |
| Last commit | 13h ago | 7h ago |
| Created | Apr 2026 | Apr 2023 |
| Categories | Memory & knowledge, Productivity, Databases | AI & LLM tooling, Memory & knowledge, Frameworks & SDKs |