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曾亮懿 ZengLiangYi Blog
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#MCP

5 posts tagged "MCP".

MCP Boundaries: Discovery, Identity, and Call Permissions

Examine Model Context Protocol boundaries: tool discovery, server instance tracking, and execution permissions in reviewable developer environments.

曾亮懿 曾亮懿
4 min read
#ChatCrystal #MCP #Node.js

A Minimal MCP Server: Register Tools & Verify Stdio Calls

Build an offline addition tool with TypeScript SDK, verify protocol discovery and calls, and inspect ChatCrystal adapter integration boundaries.

曾亮懿 曾亮懿
4 min read
#ChatCrystal #MCP #Node.js

Set up ChatCrystal MCP: make Claude Code calls reviewable

Connect ChatCrystal to Claude Code with a project-scoped stdio server, then verify its seven tools, HTTP backend, approvals, and request path.

曾亮懿 曾亮懿
3 min read
#ChatCrystal #MCP #Claude Code

Claude Code memory workflow: recall, verify, then write back

Use recall_for_task, validate_task_memory, and write_task_memory as an auditable workflow without treating MCP configuration as an automatic-memory guarantee.

曾亮懿 曾亮懿
4 min read
#ChatCrystal #MCP #Claude Code

Knowledge Bases for AI Agents: Recall, Validate, and Write Back

Use ChatCrystal MCP tools and task memory to build scoped, revisable agent memory, separating real tool capabilities from automation promises.

曾亮懿 曾亮懿
5 min read
#ChatCrystal #MCP #AI Agent #Knowledge management

From writing to code

Explore ChatCrystal, developer tools and daily learning notes on my GitHub. Questions about the implementation are welcome.