---
title: "#MCP — Blog"
description: "Posts tagged \"MCP\"."
image: "https://zengliangyi.com/og/blog/tag/mcp.png"
---

Tag

# #MCP

5 posts tagged "MCP".

[All posts](/en/blog)

- [#ChatCrystal](/en/blog/tag/chatcrystal)

- [#Node.js](/en/blog/tag/node-js)

- [#TypeScript](/en/blog/tag/typescript)

- [#SQLite](/en/blog/tag/sqlite)

- [#AI](/en/blog/tag/ai)

- [#Data parsing](/en/blog/tag/data-parsing)

- [#Knowledge management](/en/blog/tag/knowledge-management)

- [#MCP](/en/blog/tag/mcp)

- [#Claude Code](/en/blog/tag/claude-code)

- [#Electron](/en/blog/tag/electron)

[##  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       October 7, 2026      4 min read

#ChatCrystal

#MCP

#Node.js](/en/blog/mcp-protocol-boundaries)    [##  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       October 6, 2026      4 min read

#ChatCrystal

#MCP

#Node.js](/en/blog/mcp-server-implementation)    [##  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       October 3, 2026      3 min read

#ChatCrystal

#MCP

#Claude Code](/en/blog/chatcrystal-mcp-setup)    [##  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       October 3, 2026      4 min read

#ChatCrystal

#MCP

#Claude Code](/en/blog/claude-code-memory-workflow)    [##  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       June 5, 2026      5 min read

#ChatCrystal

#MCP

#AI Agent

#Knowledge management](/en/blog/agent-knowledge-memory-loop)

##  From writing to code

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

[Visit my GitHub](https://github.com/ZengLiangYi)

```json
{
  "@context": "https://schema.org",
  "@type": "WebSite",
  "name": "ZengLiangYi Blog",
  "alternateName": [
    "Zeng Liangyi",
    "ZengLiangYi",
    "zengliangyi.com"
  ],
  "url": "https://zengliangyi.com",
  "description": "曾亮懿的个人网站。记录 AI Native 探索、开发者工具与全栈产品实践。"
}
```