Comparison
Dify vs Pctx
Dify has more GitHub stars (158,661 vs 281). Dify was updated more recently (last commit 6h ago). Data comes straight from GitHub and refreshes daily.
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
Pctx
Pctx is the execution layer for agentic tool calls. It auto-converts agent tools and MCP servers into code that runs in secure sandboxes for token-efficient workflows.
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pip install pctx-client| Metric | Dify | Pctx |
|---|---|---|
| Type | MCP server | MCP server |
| GitHub stars | 158,661 | 281 |
| Stars, last 7 days | +78 | n/a |
| Forks | 25,074 | 39 |
| Upvotes | 0 | 0 |
| Language | TypeScript | Rust |
| License | n/a | MIT |
| Last commit | 6h ago | 6d ago |
| Created | Apr 2023 | Nov 2025 |
| Categories | AI & LLM tooling, Memory & knowledge, Frameworks & SDKs | AI & LLM tooling |