python-utcp
Python implementation of UTCP enabling direct API calls by AI agents.
GraphCanon updated 4w · GitHub synced 4w
Decision brief
python-utcp is the official Python implementation of UTCP, facilitating direct API calls for AI agents.
Good fit when
- Use python-utcp when you need an officially supported tool for enabling APIs to be called directly by AI agents in a Python environment.
- Opt for it if your project requires integration with UTCP and benefits from the lack of intermediary software, which can streamline processes and reduce latency.
Avoid when
- Avoid using python-utcp if your application does not require direct API calls or if you prefer having middleware layers to handle specific tasks.
- Do not use it if you are working in a non-Python environment, as the tool is specifically designed for Python and may not integrate smoothly with other languages.
- Pricing:
- freemium - Available at no cost but may include optional premium support or features.
- Requirements:
- Requires Python environment. Specific version requirements are not detailed in the provided information.
Observed Jul 16, 2026 · Source: enrich:decision_facts
Verify the decision
Maintenance and security
Full trust report- Maintenance
- Steady (32d since push)
- As of 4w
- Provenance
- Not a fork · Organization account
- As of 4w
- Security (OSV)
- No MCP manifest
- As of 1mo
Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.
Install
pip install python-utcpSimilar tools
Same-category neighbours. No typed graph edges are catalogued for this tool yet.
Evidence and technical details
Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.
Overview
This repository provides the official Python version of the Universal Tool Calling Protocol (UTCP). It allows AI agents to interact with various APIs directly and without intermediary software, enhancing their functionality and interoperability.
Capability facts
- Languages
- python
Source: github.language · Jul 27, 2026
Categories
Compatibility
Sourced claims from the README excerpt - not unsourced marketing copy.
Source: README excerpt (regex_v1, Jul 27, 2026)
```python from utcp_http.openapi_converter import OpenApiConverterSource link
Tags
README
Installation
Install the core library and any required protocol plugins:
---
# Install core + HTTP plugin (most common)
pip install utcp utcp-http
---
# Install additional plugins as needed
pip install utcp-cli utcp-mcp utcp-text
Install the core package in editable mode with dev dependencies
pip install -e "core[dev]"
Install a specific protocol plugin in editable mode
pip install -e plugins/communication_protocols/http
---
## OpenAPI Ingestion - Zero Infrastructure Tool Integration
🚀 **Transform any existing REST API into UTCP tools without server modifications!**
UTCP's OpenAPI ingestion feature automatically converts OpenAPI 2.0/3.0 specifications into UTCP tools, enabling AI agents to interact with existing APIs directly - no wrapper servers, no API changes, no additional infrastructure required.
---
### Quick Start with OpenAPI
```python
from utcp_http.openapi_converter import OpenApiConverter
import aiohttp
For agents
This page has a .md twin and JSON over the API.