universal tool calling protocol utcp

We have hosted the application universal tool calling protocol utcp in order to run this application in our online workstations with Wine or directly.

Quick description about universal tool calling protocol utcp:

The python-utcp repository is the official Python SDK implementation of the Universal Tool Calling Protocol (UTCP). UTCP is an open, modern standard designed to let AI agents call any tool or API directly—over HTTP, CLI, WebSocket, gRPC, and more—without the overhead of extra wrapper layers or middleware. It leverages a modular, plugin-based architecture built around Pydantic models and separates the core functionality into a lightweight client and extensible protocol plugins, enabling secure, scalable, and low-latency direct tool calls.

Features:

• Core UTCP client (UtcpClient) backed by Pydantic-based Tool, CallTemplate, UtcpManual, and Auth models
• Plugin architecture supporting protocols like HTTP, CLI, SSE, openAPI, MCP bridging, text, socket, GraphQL, etc.
• Built-in in-memory thread-safe tool repository (InMemToolRepository) and search strategy
• Extensible interfaces for custom behaviors
• UTCP Manual approach: agents discover tool definitions via a standardized JSON manifest (manual) and call tools directly, with native endpoint mapping and schema definitions
• Designed to eliminate “wrapper tax,” reducing latency by around 50% compared to MCP-like proxy-based systems and leveraging existing authentication and infrastructure

Programming Language: Python.
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