119 lines
4.2 KiB
Markdown
119 lines
4.2 KiB
Markdown
|
|
# MCP_SKILLS — MCP 技能发现
|
|||
|
|
|
|||
|
|
> Feature Flag: `FEATURE_MCP_SKILLS=1`
|
|||
|
|
> 实现状态:功能性实现(config 门控筛选器完整,核心 fetcher 为 stub)
|
|||
|
|
> 引用数:9
|
|||
|
|
|
|||
|
|
## 一、功能概述
|
|||
|
|
|
|||
|
|
MCP_SKILLS 将 MCP 服务器暴露的资源(`skill://` URI 方案)发现并转换为可调用的技能命令。MCP 服务器可以同时提供 tools、prompts 和 resources;启用此 feature 后,带有 `skill://` URI 的资源被识别为技能。
|
|||
|
|
|
|||
|
|
### 核心特性
|
|||
|
|
|
|||
|
|
- **自动发现**:MCP 服务器连接时自动获取 `skill://` 资源
|
|||
|
|
- **命令转换**:将 MCP 资源转换为 `prompt` 类型的 Command 对象
|
|||
|
|
- **实时刷新**:prompts/resources 列表变化时重新获取技能
|
|||
|
|
- **缓存一致性**:连接关闭时清除技能缓存
|
|||
|
|
|
|||
|
|
## 二、实现架构
|
|||
|
|
|
|||
|
|
### 2.1 数据流
|
|||
|
|
|
|||
|
|
```
|
|||
|
|
MCP Server 连接
|
|||
|
|
│
|
|||
|
|
▼
|
|||
|
|
client.ts: connectToServer / setupMcpClientConnections
|
|||
|
|
├── fetchToolsForClient (MCP tools)
|
|||
|
|
├── fetchCommandsForClient (MCP prompts → Command 对象)
|
|||
|
|
├── fetchMcpSkillsForClient (MCP skill:// 资源 → Command 对象) [MCP_SKILLS]
|
|||
|
|
└── fetchResourcesForClient (MCP resources)
|
|||
|
|
│
|
|||
|
|
▼
|
|||
|
|
commands = [...mcpPrompts, ...mcpSkills]
|
|||
|
|
│
|
|||
|
|
▼
|
|||
|
|
AppState.mcp.commands 更新
|
|||
|
|
│
|
|||
|
|
▼
|
|||
|
|
getMcpSkillCommands() 过滤 → SkillTool 调用
|
|||
|
|
```
|
|||
|
|
|
|||
|
|
### 2.2 技能筛选
|
|||
|
|
|
|||
|
|
文件:`src/commands.ts:547-558`
|
|||
|
|
|
|||
|
|
`getMcpSkillCommands(mcpCommands)` 过滤条件:
|
|||
|
|
|
|||
|
|
```ts
|
|||
|
|
cmd.type === 'prompt' // 必须是 prompt 类型
|
|||
|
|
cmd.loadedFrom === 'mcp' // 必须来自 MCP 服务器
|
|||
|
|
!cmd.disableModelInvocation // 必须可由模型调用
|
|||
|
|
feature('MCP_SKILLS') // feature flag 必须开启
|
|||
|
|
```
|
|||
|
|
|
|||
|
|
### 2.3 条件加载
|
|||
|
|
|
|||
|
|
文件:`src/services/mcp/client.ts:117-121`
|
|||
|
|
|
|||
|
|
`fetchMcpSkillsForClient` 通过 `require()` 条件加载,feature flag 关闭时不加载任何模块:
|
|||
|
|
|
|||
|
|
```ts
|
|||
|
|
const fetchMcpSkillsForClient = feature('MCP_SKILLS')
|
|||
|
|
? require('../../skills/mcpSkills.js').fetchMcpSkillsForClient
|
|||
|
|
: null
|
|||
|
|
```
|
|||
|
|
|
|||
|
|
### 2.4 缓存管理
|
|||
|
|
|
|||
|
|
技能获取函数维护 `.cache`(Map),在以下时机清除:
|
|||
|
|
|
|||
|
|
| 事件 | 行为 |
|
|||
|
|
|------|------|
|
|||
|
|
| 连接关闭 | 清除该 client 的技能缓存 |
|
|||
|
|
| `disconnectMcpServer()` | 清除技能缓存 |
|
|||
|
|
| `prompts/list_changed` 通知 | 刷新 prompts + 并行获取技能 |
|
|||
|
|
| `resources/list_changed` 通知 | 刷新 resources + prompts + 技能 |
|
|||
|
|
|
|||
|
|
### 2.5 集成点
|
|||
|
|
|
|||
|
|
| 文件 | 行 | 说明 |
|
|||
|
|
|------|------|------|
|
|||
|
|
| `src/commands.ts` | 547-558, 561-608 | 命令过滤和 SkillTool 命令收集 |
|
|||
|
|
| `src/services/mcp/client.ts` | 117-121, 1394, 1672, 2173-2181, 2346-2358 | 技能获取、缓存清除、连接时获取 |
|
|||
|
|
| `src/services/mcp/useManageMCPConnections.ts` | 22-26, 682-740 | 实时刷新(prompts/resources 变化) |
|
|||
|
|
|
|||
|
|
## 三、关键设计决策
|
|||
|
|
|
|||
|
|
1. **Feature gate 隔离**:`feature('MCP_SKILLS')` 守护条件 `require()` 和所有调用点。关闭时无模块加载、无获取操作
|
|||
|
|
2. **资源到技能映射**:技能从 MCP 服务器的 `skill://` URI 资源中发现。`fetchMcpSkillsForClient` 负责转换(当前为 stub)
|
|||
|
|
3. **循环依赖避免**:`mcpSkillBuilders.ts` 作为依赖图叶节点,避免 `client.ts ↔ mcpSkills.ts ↔ loadSkillsDir.ts` 循环
|
|||
|
|
4. **服务器能力检查**:技能获取还需要 MCP 服务器支持 resources (`!!client.capabilities?.resources`)
|
|||
|
|
|
|||
|
|
## 四、使用方式
|
|||
|
|
|
|||
|
|
```bash
|
|||
|
|
# 启用 feature
|
|||
|
|
FEATURE_MCP_SKILLS=1 bun run dev
|
|||
|
|
|
|||
|
|
# 前提条件:
|
|||
|
|
# 1. 配置了支持 skill:// 资源的 MCP 服务器
|
|||
|
|
# 2. MCP 服务器声明了 resources 能力
|
|||
|
|
```
|
|||
|
|
|
|||
|
|
## 五、需要补全的内容
|
|||
|
|
|
|||
|
|
| 文件 | 状态 | 需要实现 |
|
|||
|
|
|------|------|---------|
|
|||
|
|
| `src/skills/mcpSkills.ts` | Stub | `fetchMcpSkillsForClient()` — 从 MCP 资源列表中筛选 `skill://` URI 并转换为 Command 对象 |
|
|||
|
|
| `src/skills/mcpSkillBuilders.ts` | Stub | 技能构建器注册(避免循环依赖) |
|
|||
|
|
|
|||
|
|
## 六、文件索引
|
|||
|
|
|
|||
|
|
| 文件 | 职责 |
|
|||
|
|
|------|------|
|
|||
|
|
| `src/commands.ts:547-608` | 技能命令过滤 |
|
|||
|
|
| `src/services/mcp/client.ts:117-2358` | 技能获取 + 缓存管理 |
|
|||
|
|
| `src/services/mcp/useManageMCPConnections.ts` | 实时刷新 |
|
|||
|
|
| `src/skills/mcpSkills.ts` | 核心转换逻辑(stub) |
|