{"repo":"kwstx/translator","free":true,"listed":false,"github":"https://github.com/kwstx/translator","clone":"git clone https://github.com/kwstx/translator.git","description":"layer that lets you connect any agent, any tool, any api together.","language":"Python","stars":51,"topics":["a2a-protocol","agentic-ai","ai-agent","ai-agent-tools","ai-agents-cli","api-integration","autonomous-agents","llm-agents","mutli-agent","self-healing"],"license":"MIT","category":"ai-agents","readme_excerpt":"Engram The adaptive semantic interoperability layer for AI agents. Connect anything — any API, any system, any protocol — with one lightweight layer that auto-generates tools, self-heals schema drift, intelligently routes between MCP and CLI, and scales seamlessly from single agents to multi-agent swarms. It creates reliable, self-improving tool integrations: register once (or point at any endpoint), and your agents get tools that adapt over time, fix mismatches on the fly, choose the best execution backend (MCP for structure or CLI for speed), and collaborate across protocols without glue code or maintenance hell. Universal onboarding • Self-healing schemas with OWL + ML • Hybrid MCP + CLI execution • Performance-weighted routing • Unified EAT identity • Bidirectional sync • Cross-protocol federation (A2A/ACP) • Self-evolving tools Works with any agent framework. No lock-in. Runs lightweight on your laptop, VPS, or in production. What It Does Semantic Bridge solves brittle agent tool integrations that break in production. It sits between agents and tools, translating and routing across protocols while keeping integrations healthy over time: - Translates between MCP, CLI, A2A, and ACP with multi-hop handoffs when needed. - Auto-generates tool schemas and keeps them aligned as APIs drift. - Chooses the best execution backend (structured MCP or faster CLI) per task. - Maintains a unified EAT identity and permissions model across protocols. - Syncs and normalizes events for reli","default_branch":null,"files":null,"tree":[],"storefront":"/r/kwstx","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/kwstx/translator/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}