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like MCP does now — with explicit JSON schemas, embedded documentation, natural language prompts, and a high-bandwidth contract between the LLM and the real world.
Hacker News • HackerNews • Use case: As a reference for building a well-documented, structured interface between an LLM and real-world systems
For example it feels like MCP is already ageing like milk.
Hacker News • HackerNews • Use case: Structured communication format for AI agents/tools
Only by the grace of the MCP not having send functionality did the mail not go out.
Hacker News • HackerNews • Use case: Acting as a guardrail by not having send functionality, preventing a dangerous email from being dispatched.
Mentioned as a technology used for prompting (tool-use via MCP), indicating practical experience integrating it into their workflows.
Hacker News • HackerNews • Use case: Tool-use prompting for LLMs.
One MCP tool call → your entire AI agent fleet as a live JSON graph. Nodes: gateway, agents, memory, bus Edges: verify → escalate → store Status: active idle blocked error
Hacker News • HackerNews • Use case: Managing an entire AI agent fleet as a live JSON graph
The system produces an operator-style diagnostic report backed by tool outputs (via MCP and Claude Skills).
Hacker News • HackerNews • Use case: Used as part of the system to connect tool outputs to the AI for generating the diagnostic report.
People tried this with MCP, but MCP is a dead end. No weird tool call paths trying to get the right concoction of MCP.
Hacker News • HackerNews • Use case: Creating a stable interface/runtime for AI agents to operate in a domain
The core idea behind Gace AI was to treat AI plugins and tools like standard JS functions or packages, rather than the more heavyweight approach seen in MCP which requires a persistent server.
Hacker News • HackerNews • Use case: as a comparison point for a heavyweight approach requiring a persistent server for AI plugins
the one part of the common agentic stack that genuinely sucks and needs to be reinvented.
Hacker News • HackerNews • Use case: as a transport layer in the common agentic stack
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