Comparison
Python Utcp vs Dify
Dify has more GitHub stars (158,523 vs 653). Dify was updated more recently (last commit 1h ago). Data comes straight from GitHub and refreshes daily.
Python Utcp
Official python implementation of UTCP. UTCP is an open standard that lets AI agents call any API directly, without extra middleware.
$
pip install utcp utcp-http
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…
$
git clone https://github.com/langgenius/dify| Metric | Python Utcp | Dify |
|---|---|---|
| Type | MCP server | MCP server |
| GitHub stars | 653 | 158,523 |
| Stars, last 7 days | — | — |
| Forks | 50 | 25,042 |
| Upvotes | 0 | 0 |
| Language | Python | TypeScript |
| License | MPL-2.0 | — |
| Last commit | 4w ago | 1h ago |
| Created | Jun 2025 | Apr 2023 |
| Categories | AI & LLM tooling, Memory & knowledge | AI & LLM tooling, Memory & knowledge, Frameworks & SDKs |