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universal-tool-calling-protocol / code-mode

🔌 Plug-and-play library to enable agents to call MCP and UTCP tools via code execution.

toolchain mcp ai-agents utcp model-context-protocol codemode

Updated Aug 25, 2026
TypeScript

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.

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

Updated Oct 25, 2026
Python

universal-tool-calling-protocol / utcp-specification

Star

The specification for the Universal Tool Calling Protocol

documentation ai mcp protocol specification utcp ai-agent-tools

Updated Sep 16, 2026
TypeScript

Protocol-Lattice / go-agent

Star

An agent framework for Go with graph-aware memory, UTCP-native tools, and multi-agent orchestration. Built for production.

go open-source framework multi-agent gemini openai agents rag vertexai qdrant llm anthropic pgvector openrouter utcp golang-ai codemode

Updated Sep 30, 2026
Go

universal-tool-calling-protocol / utcp-mcp

Star

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

Updated May 3, 2026
Python

universal-tool-calling-protocol / go-utcp

Star

Official Go implementation of the UTCP

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

Updated Aug 27, 2026
Go

universal-tool-calling-protocol / typescript-utcp

Star

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

typescript mcp utcp

Updated Oct 25, 2026
TypeScript

universal-tool-calling-protocol / rs-utcp

Star

Of 10BC8 ficial Rust implementation of the UTCP

rust ai mcp rust-lang developer-tools agents utcp ai-agent-tools model-context-protocol

Updated May 12, 2026
Rust

universal-tool-calling-protocol / utcp-agent

Star

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

Updated Oct 16, 2025
Python

universal-tool-calling-protocol / agent-implementation-example

Star

Making tool usage easy using utcp

agent ai utcp ai-agent-tools

Updated Jul 23, 2025
Python

edujuan / tool-calling-interview-prep

Star

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

agent mcp interview-preparation utcp tool-calling

Updated Nov 23, 2025
Python

Cicatriiz / csharp-utcp

Star

A high-performance, native C# implementation of the Universal Tool Calling Protocol - enabling AI agents to discover and communicate directly with tools without wrappers or middleware.

open-source ai csharp mcp artificial-intelligence developer-tools implementation claude ai-agent llm utcp ai-agent-tools model-context-protocol universal-tooling

Updated Sep 16, 2025
C#

Agent Run Config — an open specification for declaring, packaging, securing, and sharing portable, governed AI agents. Like a Dockerfile for agents: one reviewable Agentfile for identity, tools, boundaries, policy, and OCI packaging.

Updated Oct 20, 2026
Go

universal-tool-calling-protocol / ruby-utcp

Star

Official Ruby implementation of Universal Tool Calling Protocol

ruby ai ruby-on-rails ai-agents agentic-workflow utcp codemode

Updated Sep 15, 2026
Ruby

universal-tool-calling-protocol / go-utcp-mcp-bridge

Star

go ai mcp utcp

Updated Nov 23, 2025
Go

bkataru / zig-utcp

Star

Universal Tool Calling Protocol (UTCP) implementation for Zig. A vendor-agnostic standard for LLM-tool integration supporting HTTP, CLI, MCP, SSE, WebSocket, and more

ai mcp websocket zig sse json-rpc llm aiagents utcp tool-calling model-context-protocol mcp-server

Updated Jan 13, 2026
Zig

Cicatriiz / utcp-manuals-repository

Star

A comprehensive collection of Universal Tool Calling Protocol (UTCP) manual JSON files for various useful APIs, services, and tools.

json ai data-analytics developer-tools web-apis ai-ml utcp tool-calling api-manuals

Updated Jul 26, 2025

leehack / utcp_dart

Star

Universal Tool Calling Protocol (UTCP) for Dart and Flutter: call LLM tools over HTTP, OpenAPI, MCP, CLI, WebSocket, TCP/UDP

dart ai mcp openapi flutter ai-agents llm function-calling utcp tool-calling

Updated Nov 3, 2026
Dart

edujuan / utcp-docs-server

Star

MCP server for agents to access reliable UTCP documentation

mcp utcp

Updated Nov 22, 2025
TypeScript

universal-tool-calling-protocol / lua-utcp

Star

Lua implementation of Universal Tool Calling Protocol

graphql http lua mcp websocket webrtc grpc sse agents sse-streaming utcp

Updated Sep 5, 2026
Lua

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utcp

Here are 23 public repositories matching this topic...

universal-tool-calling-protocol / code-mode

universal-tool-calling-protocol / python-utcp

universal-tool-calling-protocol / utcp-specification

Protocol-Lattice / go-agent

universal-tool-calling-protocol / utcp-mcp

universal-tool-calling-protocol / go-utcp

universal-tool-calling-protocol / typescript-utcp

universal-tool-calling-protocol / rs-utcp

universal-tool-calling-protocol / utcp-agent

universal-tool-calling-protocol / agent-implementation-example

edujuan / tool-calling-interview-prep

Cicatriiz / csharp-utcp

adeelahmad / agentrc

universal-tool-calling-protocol / ruby-utcp

universal-tool-calling-protocol / go-utcp-mcp-bridge

bkataru / zig-utcp

Cicatriiz / utcp-manuals-repository

leehack / utcp_dart

edujuan / utcp-docs-server

universal-tool-calling-protocol / lua-utcp

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