"AnyTool: Universal Tool-Use Layer for AI Agents"

Run Claude Code, Codex, Gemini, Cursor Agent and custom coding CLIs as one unified runtime for claw-style agent systems. Runs standalone, with first-class OpenClaw plugin support.

Claude Code rewritten in Go.. High-performance AI agent harness runtime in Go. MCP server, CLI tool orchestration, session management, Kiro integration. Single binary, zero dependencies.

🛡️ Safe AI Agents through Action Classifier

🚀 MCP Gateway with Semantic Routing — One API for all your MCP tools. Natural language in → right tool executed. Blazing fast (Cerebras) + always reliable (multi-LLM fallback).

AgentGovernor is a declarative AI workflow planner that enables secure, auditable, and cost-efficient MCP tool execution through validated PlanYAML workflows.

Deterministic MCP tool flows for AI agents. Remove unnecessary LLM calls between predictable tool steps.

Principal-grade technical reference for agentic AI systems: context engineering, MCP/gRPC/JSON-RPC, hybrid retrieval, memory architecture, tool orchestration, verification loops, and production reliability.

Omni is a governed cognitive runtime focused on observable reasoning, tool orchestration, safety boundaries, and multi-runtime AI execution.

Tool concierge skill for Claude Code — scans installed skills/plugins/agents, recommends a per-stage workflow, and lets you pick which tool runs at each stage.

MCP Wrapper for BEADS is a lightweight and extensible wrapper that enables seamless integration of the BEADS framework as a Model Context Protocol (MCP) server

Declarative Agent & MCP Orchestration — single MCP endpoint orchestrating multiple backends

AI-powered Telegram assistant built with n8n using modular AI agents, live web search, observability logging, tool orchestration, and safety-controlled actions.

Multi-Agent Context Enrichment System with Auto-Detection and Tool Orchestration

Behavioral Memory for Tool Orchestration — Validated execution traces as memory for MCP-based agent systems. Based on IEEE paper.

⚡ Enhance AI agents with AnyTool, a universal layer for fast and scalable tool use, designed for efficient automation across platforms.

Production multi-agent system: LangGraph supervisor graph, MCP tool server, ChromaDB memory, SQLite observability, FastAPI — runs free on local Ollama.

Deterministic AI agent framework orchestrating ML inference, web evidence retrieval, and explainable critique with structured trace logging.

Production-style virtual health assistant with identity-scoped retrieval, tool orchestration, and safe benefit explanations. Node/TypeScript.

XY.AI Workbench – Eclipse RCP solution for LLM-augmented workflows. Token-driven intelligence with tool orchestration, RAG, feedback loops, and semantic validation for reliable AI-assisted document processing.