utcp

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

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

All-in-one MCP server that can connect your AI agents to any native endpoint, powered by UTCP

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

Ready-to-use agent that can interact directly with any tool or native endpoint, in less than 5 lines of code

python agent tools ai artificial-intelligence agents utcp

Making tool usage easy using utcp

agent ai utcp ai-agent-tools

Comprehensive interview prep guide to learn about Agents, AI and tool-calling

agent mcp interview-preparation utcp tool-calling

Benchmark of MCP against UTCP: latency, discovery cost and context cost, measured on ten tools.

python benchmark mcp agents llm utcp

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