universal-tool-calling-protocol/python-utcp

Official python implementation of UTCP. UTCP is an open standard that lets AI agents call any API directly, without extra middleware.

640 43 +0/wk

GitHub

ai ai-agent ai-agent-tools developer-tools llm mcp model-context-protocol python utcp

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universal-tool-calling-protocol/python-utcp has +0 stars this period . Velocity data will be available after more historical data is collected.

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Metric	python-utcp	pipelex	AnyTool	mcp-server-elasticsearch
Stars	640	640	640	639
Forks	43	45	83	134
Weekly Growth	+0	+0	+0	+0
Language	Python	Python	Python	Rust
Sources	1	1	1	1
License	MPL-2.0	MIT	MIT	Apache-2.0

python-utcp

pipelex

Maintenance Activity 31

Last code push 127 days ago.

Community Engagement 34

Fork-to-star ratio: 6.7%. Lower fork ratio may indicate passive usage.

Issue Burden 70

Issue data not yet available.

Growth Momentum 30

No measurable growth in the current period (first-day cold start expected).

License Clarity 70

Licensed under MPL-2.0. Copyleft — check compatibility requirements.

Risk scores are computed from real-time repository data. Higher scores indicate healthier metrics.