feat(mcp): integrate MCP Server into backend service as built-in endpoint

- Add MCP Controller and register /mcp route
- MCP Server now uses OpenAPI Token for authentication
- Update frontend settings to show built-in MCP endpoint config
- Update docs to reflect integrated MCP endpoint

docs/guide/mcp.md

@@ -4,34 +4,71 @@ TaskPool 提供官方 **MCP Server**，让 Hermes、OpenClaw、Cursor 等 AI Age
 
 > OpenAPI ≠ MCP  
 > - **OpenAPI**：`/open2api/v1` REST 接口（设置页「启用 OpenAPI」）  
-> - **MCP Server**：`taskpool mcp`，把上述接口封装成 Agent 可调用的 Tools
+> - **MCP Server**：`/mcp` HTTP 端点，把 OpenAPI 封装成 Agent 可调用的 Tools
 
 ## 前置条件
 
-1. 启动后端：`taskpool server`
+1. 启动后端服务（Docker 或 `taskpool server`）
 2. 系统设置 → **启用 OpenAPI** → **生成 Token**
-3. 本机或 Agent 环境能访问面板地址（如 `http://127.0.0.1:8052`）
+3. Agent 能访问面板地址（如 `http://your-server:8052`）
 
-## 两种传输模式
+## 内置 MCP 端点
 
-| 模式 | 传输方式 | 适用场景 | Agent 配置 |
-|------|----------|----------|------------|
-| **stdio** | stdin/stdout | 本地 Agent（Claude Desktop、Cursor） | `command` |
-| **http** | HTTP/SSE | 远程 Agent（Hermes、OpenClaw） | `url` |
+MCP Server 已**内置在后端服务中**，无需单独启动进程。启用 OpenAPI 后，MCP 端点自动可用：
 
-### stdio 模式（默认）
+```
+http://your-server:8052/mcp
+```
 
-由 Agent 拉起子进程，通过标准输入输出通信。日志输出在 **stderr**，不会污染协议。
+## Agent 配置示例
+
+### HTTP 模式（推荐）
+
+远程 Agent 直接访问内置端点，无需本地安装二进制。
+
+```json
+{
+  "mcpServers": {
+    "taskpool": {
+      "url": "http://your-server:8052/mcp",
+      "headers": {
+        "Authorization": "Bearer 你的OpenAPI_Token"
+      }
+    }
+  }
+}
+```
+
+### stdio 模式
+
+本地 Agent 需要安装 `taskpool` 二进制（Claude Desktop、Cursor）。
 
 ```bash
-export TASKPOOL_URL=http://127.0.0.1:8052
+export TASKPOOL_URL=http://your-server:8052
 export TASKPOOL_TOKEN=你的OpenAPI_Token
 taskpool mcp
 ```
 
-### HTTP 模式
+Agent 配置：
 
-独立 HTTP 服务，Agent 通过 URL 访问，无需本地安装二进制。
+```json
+{
+  "mcpServers": {
+    "taskpool": {
+      "command": "taskpool",
+      "args": ["mcp"],
+      "env": {
+        "TASKPOOL_URL": "http://your-server:8052",
+        "TASKPOOL_TOKEN": "你的OpenAPI_Token"
+      }
+    }
+  }
+}
+```
+
+### 独立 HTTP 服务模式（可选）
+
+如果需要单独部署 MCP 服务（如不同的端口或机器）：
 
 ```bash
 # 监听默认端口 :8053
@@ -45,7 +82,7 @@ export MCP_HTTP_ADDR=:8053
 taskpool mcp --http
 ```
 
-HTTP 模式暴露端点：
+独立模式暴露端点：
 - `POST /mcp` - MCP 协议端点
 - `GET /health` - 健康检查
 

internal/controllers/mcp_controller.go

@@ -0,0 +1,19 @@
+package controllers
+
+import (
+	"github.com/engigu/taskpool/internal/mcp"
+	"github.com/gin-gonic/gin"
+)
+
+type MCPController struct{}
+
+func NewMCPController() *MCPController {
+	return &MCPController{}
+}
+
+// HandleMCP 处理 MCP 请求（StreamableHTTP）
+func (c *MCPController) HandleMCP(ctx *gin.Context) {
+	// 获取 MCP HTTP Handler 并处理请求
+	handler := mcp.GetHTTPHandler()
+	handler.ServeHTTP(ctx.Writer, ctx.Request)
+}

internal/mcp/client.go

@@ -0,0 +1,191 @@
+package mcp
+
+import (
+	"bytes"
+	"encoding/json"
+	"fmt"
+	"io"
+	"net/http"
+	"net/url"
+	"strings"
+	"sync"
+	"time"
+
+	"github.com/engigu/taskpool/internal/constant"
+	"github.com/engigu/taskpool/internal/models/vo"
+	"github.com/engigu/taskpool/internal/services"
+)
+
+var (
+	openAPIClient     *Client
+	openAPIClientOnce sync.Once
+)
+
+// GetOpenAPIClient 获取内部 OpenAPI 客户端（单例）
+// 使用当前服务器的地址和系统设置中的 OpenAPI Token
+func GetOpenAPIClient() *Client {
+	openAPIClientOnce.Do(func() {
+		cfg := services.GetConfig()
+		baseURL := fmt.Sprintf("http://127.0.0.1:%d", cfg.Server.Port)
+		if cfg.Server.URLPrefix != "" {
+			baseURL += cfg.Server.URLPrefix
+		}
+
+		settingsSvc := services.NewSettingsService()
+		token := getOpenAPIToken(settingsSvc)
+
+		openAPIClient = NewClient(baseURL, token)
+	})
+	return openAPIClient
+}
+
+// RefreshClient 刷新客户端（当 OpenAPI Token 变更时调用）
+func RefreshClient() {
+	settingsSvc := services.NewSettingsService()
+	token := getOpenAPIToken(settingsSvc)
+	if openAPIClient != nil {
+		openAPIClient.Token = token
+	}
+}
+
+func getOpenAPIToken(settingsSvc *services.SettingsService) string {
+	siteConfig := settingsSvc.GetSection(constant.SectionSite)
+	tokenJson, ok := siteConfig[constant.KeyOpenapiToken]
+	if !ok || tokenJson == "" {
+		return ""
+	}
+
+	var tokenConfig vo.TokenConfig
+	if err := json.Unmarshal([]byte(tokenJson), &tokenConfig); err != nil {
+		return ""
+	}
+
+	if !tokenConfig.Enabled {
+		return ""
+	}
+
+	return tokenConfig.Token
+}
+
+// Client 调用内部 OpenAPI
+type Client struct {
+	BaseURL    string
+	Token      string
+	HTTPClient *http.Client
+}
+
+func NewClient(baseURL, token string) *Client {
+	return &Client{
+		BaseURL: strings.TrimRight(strings.TrimSpace(baseURL), "/"),
+		Token:   strings.TrimSpace(token),
+		HTTPClient: &http.Client{
+			Timeout: 60 * time.Second,
+		},
+	}
+}
+
+func (c *Client) openBase() string {
+	return c.BaseURL + "/open2api/v1"
+}
+
+func (c *Client) do(method, path string, query map[string]string, body any) (json.RawMessage, error) {
+	if c.BaseURL == "" {
+		return nil, fmt.Errorf("服务器地址未配置")
+	}
+	if c.Token == "" {
+		return nil, fmt.Errorf("OpenAPI Token 未配置，请在系统设置中启用 OpenAPI 并生成 Token")
+	}
+
+	u, err := url.Parse(c.openBase() + path)
+	if err != nil {
+		return nil, err
+	}
+	if len(query) > 0 {
+		q := u.Query()
+		for k, v := range query {
+			if strings.TrimSpace(v) != "" {
+				q.Set(k, v)
+			}
+		}
+		u.RawQuery = q.Encode()
+	}
+
+	var reader io.Reader
+	if body != nil {
+		b, err := json.Marshal(body)
+		if err != nil {
+			return nil, err
+		}
+		reader = bytes.NewReader(b)
+	}
+
+	req, err := http.NewRequest(method, u.String(), reader)
+	if err != nil {
+		return nil, err
+	}
+	req.Header.Set("Authorization", "Bearer "+c.Token)
+	req.Header.Set("Accept", "application/json")
+	if body != nil {
+		req.Header.Set("Content-Type", "application/json")
+	}
+
+	resp, err := c.HTTPClient.Do(req)
+	if err != nil {
+		return nil, fmt.Errorf("请求失败: %w", err)
+	}
+	defer resp.Body.Close()
+
+	raw, err := io.ReadAll(resp.Body)
+	if err != nil {
+		return nil, err
+	}
+
+	var envelope struct {
+		Code int             `json:"code"`
+		Msg  string          `json:"msg"`
+		Data json.RawMessage `json:"data"`
+	}
+	if err := json.Unmarshal(raw, &envelope); err != nil {
+		if resp.StatusCode >= 400 {
+			return nil, fmt.Errorf("HTTP %d: %s", resp.StatusCode, truncate(string(raw), 500))
+		}
+		return raw, nil
+	}
+
+	if envelope.Code != 200 {
+		msg := envelope.Msg
+		if msg == "" {
+			msg = truncate(string(raw), 500)
+		}
+		return nil, fmt.Errorf("[%d] %s", envelope.Code, msg)
+	}
+	if len(envelope.Data) > 0 && string(envelope.Data) != "null" {
+		return envelope.Data, nil
+	}
+	result := map[string]any{"code": envelope.Code, "msg": envelope.Msg}
+	b, _ := json.Marshal(result)
+	return b, nil
+}
+
+func (c *Client) Get(path string, query map[string]string) (json.RawMessage, error) {
+	return c.do(http.MethodGet, path, query, nil)
+}
+
+func (c *Client) Post(path string, body any) (json.RawMessage, error) {
+	return c.do(http.MethodPost, path, nil, body)
+}
+
+func (c *Client) Put(path string, body any) (json.RawMessage, error) {
+	return c.do(http.MethodPut, path, nil, body)
+}
+
+func (c *Client) Delete(path string) (json.RawMessage, error) {
+	return c.do(http.MethodDelete, path, nil, nil)
+}
+
+func truncate(s string, n int) string {
+	if len(s) <= n {
+		return s
+	}
+	return s[:n] + "..."
+}

internal/mcp/server.go

@@ -0,0 +1,569 @@
+package mcp
+
+import (
+	"context"
+	"encoding/json"
+	"fmt"
+	"net/http"
+	"strconv"
+	"strings"
+	"sync"
+
+	"github.com/mark3labs/mcp-go/mcp"
+	"github.com/mark3labs/mcp-go/server"
+)
+
+const (
+	serverName    = "taskpool"
+	serverVersion = "1.0.0"
+)
+
+var (
+	mcpServer     *server.MCPServer
+	mcpHTTPServer *server.StreamableHTTPServer
+	once          sync.Once
+)
+
+// GetServer 获取 MCP Server 实例（单例）
+func GetServer() *server.MCPServer {
+	once.Do(func() {
+		mcpServer = server.NewMCPServer(
+			serverName,
+			serverVersion,
+			server.WithToolCapabilities(true),
+			server.WithResourceCapabilities(false, false),
+			server.WithPromptCapabilities(true),
+			server.WithInstructions(instructions),
+			server.WithRecovery(),
+		)
+		registerTools(mcpServer)
+		registerPrompts(mcpServer)
+	})
+	return mcpServer
+}
+
+// GetHTTPHandler 获取 MCP HTTP Handler（用于集成到 Gin）
+func GetHTTPHandler() http.Handler {
+	s := GetServer()
+	if mcpHTTPServer == nil {
+		mcpHTTPServer = server.NewStreamableHTTPServer(s,
+			server.WithEndpointPath(""),
+		)
+	}
+	return mcpHTTPServer
+}
+
+const instructions = `你是 TaskPool（任务池）运维助手。通过 MCP tools 管理任务调度面板。
+
+核心能力：
+- 任务：列表/详情/创建/更新/删除/启停执行
+- 脚本：列表/详情/创建/更新/删除
+- 环境变量：列表/详情/创建/更新/删除（secret 值为脱敏）
+- 日志：列表/详情、最近执行结果
+
+使用原则：
+1. 先 list_tasks / get_task 确认目标，再 run_task
+2. 删除类操作前向用户确认
+3. 不要编造任务 ID；ID 以 list/get 返回为准
+4. 执行后用 list_logs 或 get_log 查看结果
+5. 创建任务时 command 必填（普通任务）；schedule 使用标准 cron`
+
+func registerTools(s *server.MCPServer) {
+	// ---- tasks ----
+	s.AddTool(mcp.NewTool("list_tasks",
+		mcp.WithDescription("分页列出任务，可按名称/标签/启用状态筛选"),
+		mcp.WithString("name", mcp.Description("按名称模糊筛选")),
+		mcp.WithString("tags", mcp.Description("按标签筛选")),
+		mcp.WithString("enabled", mcp.Description("true/false，是否启用")),
+		mcp.WithNumber("page", mcp.Description("页码，默认 1")),
+		mcp.WithNumber("page_size", mcp.Description("每页数量，默认 20")),
+	), func(ctx context.Context, req mcp.CallToolRequest) (*mcp.CallToolResult, error) {
+		q := map[string]string{
+			"name":      strArg(req, "name"),
+			"tags":      strArg(req, "tags"),
+			"enabled":   strArg(req, "enabled"),
+			"page":      numArgStr(req, "page", "1"),
+			"page_size": numArgStr(req, "page_size", "20"),
+		}
+		raw, err := GetOpenAPIClient().Get("/tasks", q)
+		return toolResult(raw, err)
+	})
+
+	s.AddTool(mcp.NewTool("get_task",
+		mcp.WithDescription("获取单个任务详情"),
+		mcp.WithString("id", mcp.Required(), mcp.Description("任务 ID")),
+	), func(ctx context.Context, req mcp.CallToolRequest) (*mcp.CallToolResult, error) {
+		id, err := req.RequireString("id")
+		if err != nil {
+			return mcp.NewToolResultError(err.Error()), nil
+		}
+		raw, err := GetOpenAPIClient().Get("/tasks/"+id, nil)
+		return toolResult(raw, err)
+	})
+
+	s.AddTool(mcp.NewTool("create_task",
+		mcp.WithDescription("创建任务。普通任务必须提供 command；可选 schedule(cron)、tags、timeout、work_dir、remark、enabled 等"),
+		mcp.WithString("name", mcp.Required(), mcp.Description("任务名称")),
+		mcp.WithString("command", mcp.Description("执行命令，普通任务必填")),
+		mcp.WithString("schedule", mcp.Description("Cron 表达式，如 0 0 * * *")),
+		mcp.WithString("remark", mcp.Description("备注")),
+		mcp.WithString("tags", mcp.Description("标签，逗号分隔")),
+		mcp.WithString("work_dir", mcp.Description("工作目录")),
+		mcp.WithNumber("timeout", mcp.Description("超时秒数")),
+		mcp.WithString("type", mcp.Description("任务类型，默认 common；仓库同步为 repo")),
+		mcp.WithString("config", mcp.Description("JSON 字符串配置（repo 任务用）")),
+		mcp.WithString("envs", mcp.Description("环境变量 JSON 字符串")),
+		mcp.WithString("trigger_type", mcp.Description("触发类型，如 cron")),
+		mcp.WithNumber("retry_count", mcp.Description("重试次数")),
+		mcp.WithNumber("retry_interval", mcp.Description("重试间隔秒")),
+	), func(ctx context.Context, req mcp.CallToolRequest) (*mcp.CallToolResult, error) {
+		body := map[string]any{}
+		setStr(body, "name", strArg(req, "name"))
+		setStr(body, "command", strArg(req, "command"))
+		setStr(body, "schedule", strArg(req, "schedule"))
+		setStr(body, "remark", strArg(req, "remark"))
+		setStr(body, "tags", strArg(req, "tags"))
+		setStr(body, "work_dir", strArg(req, "work_dir"))
+		setStr(body, "type", strArg(req, "type"))
+		setStr(body, "config", strArg(req, "config"))
+		setStr(body, "envs", strArg(req, "envs"))
+		setStr(body, "trigger_type", strArg(req, "trigger_type"))
+		if n, ok := numArg(req, "timeout"); ok {
+			body["timeout"] = n
+		}
+		if n, ok := numArg(req, "retry_count"); ok {
+			body["retry_count"] = n
+		}
+		if n, ok := numArg(req, "retry_interval"); ok {
+			body["retry_interval"] = n
+		}
+		if body["name"] == nil || body["name"] == "" {
+			return mcp.NewToolResultError("name 必填"), nil
+		}
+		raw, err := GetOpenAPIClient().Post("/tasks", body)
+		return toolResult(raw, err)
+	})
+
+	s.AddTool(mcp.NewTool("update_task",
+		mcp.WithDescription("更新任务字段（只传需要改的字段）"),
+		mcp.WithString("id", mcp.Required(), mcp.Description("任务 ID")),
+		mcp.WithString("name", mcp.Description("任务名称")),
+		mcp.WithString("command", mcp.Description("命令")),
+		mcp.WithString("schedule", mcp.Description("Cron")),
+		mcp.WithString("remark", mcp.Description("备注")),
+		mcp.WithString("tags", mcp.Description("标签")),
+		mcp.WithString("work_dir", mcp.Description("工作目录")),
+		mcp.WithString("enabled", mcp.Description("true/false")),
+		mcp.WithNumber("timeout", mcp.Description("超时秒数")),
+		mcp.WithString("envs", mcp.Description("环境变量 JSON 字符串")),
+		mcp.WithString("type", mcp.Description("任务类型")),
+		mcp.WithString("config", mcp.Description("配置 JSON 字符串")),
+	), func(ctx context.Context, req mcp.CallToolRequest) (*mcp.CallToolResult, error) {
+		id, err := req.RequireString("id")
+		if err != nil {
+			return mcp.NewToolResultError(err.Error()), nil
+		}
+		body := map[string]any{}
+		setStr(body, "name", strArg(req, "name"))
+		setStr(body, "command", strArg(req, "command"))
+		setStr(body, "schedule", strArg(req, "schedule"))
+		setStr(body, "remark", strArg(req, "remark"))
+		setStr(body, "tags", strArg(req, "tags"))
+		setStr(body, "work_dir", strArg(req, "work_dir"))
+		setStr(body, "envs", strArg(req, "envs"))
+		setStr(body, "type", strArg(req, "type"))
+		setStr(body, "config", strArg(req, "config"))
+		if e := strArg(req, "enabled"); e != "" {
+			body["enabled"] = strings.EqualFold(e, "true") || e == "1"
+		}
+		if n, ok := numArg(req, "timeout"); ok {
+			body["timeout"] = n
+		}
+		raw, err := GetOpenAPIClient().Put("/tasks/"+id, body)
+		return toolResult(raw, err)
+	})
+
+	s.AddTool(mcp.NewTool("delete_task",
+		mcp.WithDescription("删除任务（危险操作，执行前请确认）"),
+		mcp.WithString("id", mcp.Required(), mcp.Description("任务 ID")),
+	), func(ctx context.Context, req mcp.CallToolRequest) (*mcp.CallToolResult, error) {
+		id, err := req.RequireString("id")
+		if err != nil {
+			return mcp.NewToolResultError(err.Error()), nil
+		}
+		raw, err := GetOpenAPIClient().Delete("/tasks/" + id)
+		return toolResult(raw, err)
+	})
+
+	s.AddTool(mcp.NewTool("list_task_tags",
+		mcp.WithDescription("获取所有任务标签"),
+	), func(ctx context.Context, req mcp.CallToolRequest) (*mcp.CallToolResult, error) {
+		raw, err := GetOpenAPIClient().Get("/tasks/tags", nil)
+		return toolResult(raw, err)
+	})
+
+	s.AddTool(mcp.NewTool("run_task",
+		mcp.WithDescription("立即执行指定任务。可选传入临时环境变量 envs_json"),
+		mcp.WithString("id", mcp.Required(), mcp.Description("任务 ID")),
+		mcp.WithString("envs_json", mcp.Description("临时环境变量 JSON 对象字符串，如 {\"FOO\":\"bar\"}")),
+	), func(ctx context.Context, req mcp.CallToolRequest) (*mcp.CallToolResult, error) {
+		id, err := req.RequireString("id")
+		if err != nil {
+			return mcp.NewToolResultError(err.Error()), nil
+		}
+		var body any
+		if ej := strArg(req, "envs_json"); ej != "" {
+			var envs map[string]string
+			if err := json.Unmarshal([]byte(ej), &envs); err != nil {
+				return mcp.NewToolResultError("envs_json 不是合法 JSON 对象: " + err.Error()), nil
+			}
+			body = map[string]any{"envs": envs}
+		} else {
+			body = map[string]any{}
+		}
+		raw, err := GetOpenAPIClient().Post("/execute/task/"+id, body)
+		return toolResult(raw, err)
+	})
+
+	s.AddTool(mcp.NewTool("stop_task",
+		mcp.WithDescription("停止正在运行的任务（需要执行日志 log_id）"),
+		mcp.WithString("log_id", mcp.Required(), mcp.Description("运行日志 ID")),
+	), func(ctx context.Context, req mcp.CallToolRequest) (*mcp.CallToolResult, error) {
+		logID, err := req.RequireString("log_id")
+		if err != nil {
+			return mcp.NewToolResultError(err.Error()), nil
+		}
+		raw, err := GetOpenAPIClient().Post("/tasks/stop/"+logID, map[string]any{})
+		return toolResult(raw, err)
+	})
+
+	s.AddTool(mcp.NewTool("get_last_results",
+		mcp.WithDescription("获取最近若干次执行结果摘要"),
+		mcp.WithNumber("count", mcp.Description("数量，默认 10")),
+	), func(ctx context.Context, req mcp.CallToolRequest) (*mcp.CallToolResult, error) {
+		q := map[string]string{"count": numArgStr(req, "count", "10")}
+		raw, err := GetOpenAPIClient().Get("/execute/results", q)
+		return toolResult(raw, err)
+	})
+
+	// ---- logs ----
+	s.AddTool(mcp.NewTool("list_logs",
+		mcp.WithDescription("分页查询任务执行日志"),
+		mcp.WithString("task_id", mcp.Description("任务 ID")),
+		mcp.WithString("task_name", mcp.Description("任务名称模糊")),
+		mcp.WithString("status", mcp.Description("状态筛选")),
+		mcp.WithNumber("page", mcp.Description("页码，默认 1")),
+		mcp.WithNumber("page_size", mcp.Description("每页数量，默认 20")),
+	), func(ctx context.Context, req mcp.CallToolRequest) (*mcp.CallToolResult, error) {
+		q := map[string]string{
+			"task_id":   strArg(req, "task_id"),
+			"task_name": strArg(req, "task_name"),
+			"status":    strArg(req, "status"),
+			"page":      numArgStr(req, "page", "1"),
+			"page_size": numArgStr(req, "page_size", "20"),
+		}
+		raw, err := GetOpenAPIClient().Get("/logs", q)
+		return toolResult(raw, err)
+	})
+
+	s.AddTool(mcp.NewTool("get_log",
+		mcp.WithDescription("获取单条执行日志详情（含输出）"),
+		mcp.WithString("id", mcp.Required(), mcp.Description("日志 ID")),
+	), func(ctx context.Context, req mcp.CallToolRequest) (*mcp.CallToolResult, error) {
+		id, err := req.RequireString("id")
+		if err != nil {
+			return mcp.NewToolResultError(err.Error()), nil
+		}
+		raw, err := GetOpenAPIClient().Get("/logs/"+id, nil)
+		return toolResult(raw, err)
+	})
+
+	// ---- scripts ----
+	s.AddTool(mcp.NewTool("list_scripts",
+		mcp.WithDescription("列出脚本（不含内容）"),
+	), func(ctx context.Context, req mcp.CallToolRequest) (*mcp.CallToolResult, error) {
+		raw, err := GetOpenAPIClient().Get("/scripts", nil)
+		return toolResult(raw, err)
+	})
+
+	s.AddTool(mcp.NewTool("get_script",
+		mcp.WithDescription("获取脚本详情（含内容）"),
+		mcp.WithString("id", mcp.Required(), mcp.Description("脚本 ID")),
+	), func(ctx context.Context, req mcp.CallToolRequest) (*mcp.CallToolResult, error) {
+		id, err := req.RequireString("id")
+		if err != nil {
+			return mcp.NewToolResultError(err.Error()), nil
+		}
+		raw, err := GetOpenAPIClient().Get("/scripts/"+id, nil)
+		return toolResult(raw, err)
+	})
+
+	s.AddTool(mcp.NewTool("create_script",
+		mcp.WithDescription("创建脚本"),
+		mcp.WithString("name", mcp.Required(), mcp.Description("脚本名称/路径")),
+		mcp.WithString("content", mcp.Required(), mcp.Description("脚本内容")),
+	), func(ctx context.Context, req mcp.CallToolRequest) (*mcp.CallToolResult, error) {
+		name, err := req.RequireString("name")
+		if err != nil {
+			return mcp.NewToolResultError(err.Error()), nil
+		}
+		content, err := req.RequireString("content")
+		if err != nil {
+			return mcp.NewToolResultError(err.Error()), nil
+		}
+		raw, err := GetOpenAPIClient().Post("/scripts", map[string]any{"name": name, "content": content})
+		return toolResult(raw, err)
+	})
+
+	s.AddTool(mcp.NewTool("update_script",
+		mcp.WithDescription("更新脚本"),
+		mcp.WithString("id", mcp.Required(), mcp.Description("脚本 ID")),
+		mcp.WithString("name", mcp.Description("名称")),
+		mcp.WithString("content", mcp.Description("内容")),
+	), func(ctx context.Context, req mcp.CallToolRequest) (*mcp.CallToolResult, error) {
+		id, err := req.RequireString("id")
+		if err != nil {
+			return mcp.NewToolResultError(err.Error()), nil
+		}
+		body := map[string]any{}
+		setStr(body, "name", strArg(req, "name"))
+		setStr(body, "content", strArg(req, "content"))
+		raw, err := GetOpenAPIClient().Put("/scripts/"+id, body)
+		return toolResult(raw, err)
+	})
+
+	s.AddTool(mcp.NewTool("delete_script",
+		mcp.WithDescription("删除脚本（危险操作）"),
+		mcp.WithString("id", mcp.Required(), mcp.Description("脚本 ID")),
+	), func(ctx context.Context, req mcp.CallToolRequest) (*mcp.CallToolResult, error) {
+		id, err := req.RequireString("id")
+		if err != nil {
+			return mcp.NewToolResultError(err.Error()), nil
+		}
+		raw, err := GetOpenAPIClient().Delete("/scripts/" + id)
+		return toolResult(raw, err)
+	})
+
+	// ---- env ----
+	s.AddTool(mcp.NewTool("list_envs",
+		mcp.WithDescription("分页列出环境变量（secret 值已脱敏）"),
+		mcp.WithString("name", mcp.Description("按名称筛选")),
+		mcp.WithString("type", mcp.Description("类型筛选")),
+		mcp.WithString("tags", mcp.Description("标签筛选")),
+		mcp.WithNumber("page", mcp.Description("页码")),
+		mcp.WithNumber("page_size", mcp.Description("每页数量")),
+	), func(ctx context.Context, req mcp.CallToolRequest) (*mcp.CallToolResult, error) {
+		q := map[string]string{
+			"name":      strArg(req, "name"),
+			"type":      strArg(req, "type"),
+			"tags":      strArg(req, "tags"),
+			"page":      numArgStr(req, "page", "1"),
+			"page_size": numArgStr(req, "page_size", "20"),
+		}
+		raw, err := GetOpenAPIClient().Get("/env", q)
+		return toolResult(raw, err)
+	})
+
+	s.AddTool(mcp.NewTool("list_all_envs",
+		mcp.WithDescription("获取全部环境变量（不分页，secret 脱敏）"),
+	), func(ctx context.Context, req mcp.CallToolRequest) (*mcp.CallToolResult, error) {
+		raw, err := GetOpenAPIClient().Get("/env/all", nil)
+		return toolResult(raw, err)
+	})
+
+	s.AddTool(mcp.NewTool("get_env",
+		mcp.WithDescription("获取环境变量详情"),
+		mcp.WithString("id", mcp.Required(), mcp.Description("环境变量 ID")),
+	), func(ctx context.Context, req mcp.CallToolRequest) (*mcp.CallToolResult, error) {
+		id, err := req.RequireString("id")
+		if err != nil {
+			return mcp.NewToolResultError(err.Error()), nil
+		}
+		raw, err := GetOpenAPIClient().Get("/env/"+id, nil)
+		return toolResult(raw, err)
+	})
+
+	s.AddTool(mcp.NewTool("create_env",
+		mcp.WithDescription("创建环境变量"),
+		mcp.WithString("name", mcp.Required(), mcp.Description("变量名")),
+		mcp.WithString("value", mcp.Required(), mcp.Description("变量值")),
+		mcp.WithString("type", mcp.Description("类型，如 text/secret")),
+		mcp.WithString("remark", mcp.Description("备注")),
+		mcp.WithString("tags", mcp.Description("标签")),
+	), func(ctx context.Context, req mcp.CallToolRequest) (*mcp.CallToolResult, error) {
+		name, err := req.RequireString("name")
+		if err != nil {
+			return mcp.NewToolResultError(err.Error()), nil
+		}
+		value, err := req.RequireString("value")
+		if err != nil {
+			return mcp.NewToolResultError(err.Error()), nil
+		}
+		body := map[string]any{"name": name, "value": value}
+		setStr(body, "type", strArg(req, "type"))
+		setStr(body, "remark", strArg(req, "remark"))
+		setStr(body, "tags", strArg(req, "tags"))
+		raw, err := GetOpenAPIClient().Post("/env", body)
+		return toolResult(raw, err)
+	})
+
+	s.AddTool(mcp.NewTool("update_env",
+		mcp.WithDescription("更新环境变量"),
+		mcp.WithString("id", mcp.Required(), mcp.Description("环境变量 ID")),
+		mcp.WithString("name", mcp.Description("变量名")),
+		mcp.WithString("value", mcp.Description("变量值")),
+		mcp.WithString("type", mcp.Description("类型")),
+		mcp.WithString("remark", mcp.Description("备注")),
+		mcp.WithString("tags", mcp.Description("标签")),
+		mcp.WithString("enabled", mcp.Description("true/false")),
+	), func(ctx context.Context, req mcp.CallToolRequest) (*mcp.CallToolResult, error) {
+		id, err := req.RequireString("id")
+		if err != nil {
+			return mcp.NewToolResultError(err.Error()), nil
+		}
+		body := map[string]any{}
+		setStr(body, "name", strArg(req, "name"))
+		setStr(body, "value", strArg(req, "value"))
+		setStr(body, "type", strArg(req, "type"))
+		setStr(body, "remark", strArg(req, "remark"))
+		setStr(body, "tags", strArg(req, "tags"))
+		if e := strArg(req, "enabled"); e != "" {
+			body["enabled"] = strings.EqualFold(e, "true") || e == "1"
+		}
+		raw, err := GetOpenAPIClient().Put("/env/"+id, body)
+		return toolResult(raw, err)
+	})
+
+	s.AddTool(mcp.NewTool("delete_env",
+		mcp.WithDescription("删除环境变量（危险操作）"),
+		mcp.WithString("id", mcp.Required(), mcp.Description("环境变量 ID")),
+	), func(ctx context.Context, req mcp.CallToolRequest) (*mcp.CallToolResult, error) {
+		id, err := req.RequireString("id")
+		if err != nil {
+			return mcp.NewToolResultError(err.Error()), nil
+		}
+		raw, err := GetOpenAPIClient().Delete("/env/" + id)
+		return toolResult(raw, err)
+	})
+
+	// ---- meta ----
+	s.AddTool(mcp.NewTool("ping_api",
+		mcp.WithDescription("检查 OpenAPI 连通性与鉴权是否有效（通过 list_tasks page_size=1）"),
+	), func(ctx context.Context, req mcp.CallToolRequest) (*mcp.CallToolResult, error) {
+		raw, err := GetOpenAPIClient().Get("/tasks", map[string]string{"page": "1", "page_size": "1"})
+		if err != nil {
+			return mcp.NewToolResultError("连通失败: " + err.Error()), nil
+		}
+		return mcp.NewToolResultText("OpenAPI 连通正常\n" + prettyRaw(raw)), nil
+	})
+}
+
+func registerPrompts(s *server.MCPServer) {
+	s.AddPrompt(mcp.NewPrompt("ops_overview",
+		mcp.WithPromptDescription("巡检任务池：列出任务与最近失败日志"),
+	), func(ctx context.Context, request mcp.GetPromptRequest) (*mcp.GetPromptResult, error) {
+		return mcp.NewGetPromptResult(
+			"TaskPool 巡检",
+			[]mcp.PromptMessage{
+				mcp.NewPromptMessage(mcp.RoleUser, mcp.NewTextContent(
+					"请使用 TaskPool MCP：1) list_tasks 查看任务概况 2) list_logs 筛选失败状态 3) 对重要失败 get_log 总结原因并给出是否建议 run_task 重跑。",
+				)),
+			},
+		), nil
+	})
+
+	s.AddPrompt(mcp.NewPrompt("run_and_check",
+		mcp.WithPromptDescription("执行指定任务并检查日志"),
+		mcp.WithArgument("task_id", mcp.RequiredArgument(), mcp.ArgumentDescription("任务 ID")),
+	), func(ctx context.Context, request mcp.GetPromptRequest) (*mcp.GetPromptResult, error) {
+		taskID := ""
+		if request.Params.Arguments != nil {
+			taskID = request.Params.Arguments["task_id"]
+		}
+		text := fmt.Sprintf("请对 TaskPool 任务 %s：1) get_task 确认 2) run_task 执行 3) list_logs(task_id) 取最新日志 4) get_log 汇总输出与状态。", taskID)
+		return mcp.NewGetPromptResult(
+			"执行并检查",
+			[]mcp.PromptMessage{
+				mcp.NewPromptMessage(mcp.RoleUser, mcp.NewTextContent(text)),
+			},
+		), nil
+	})
+}
+
+func toolResult(raw json.RawMessage, err error) (*mcp.CallToolResult, error) {
+	if err != nil {
+		return mcp.NewToolResultError(err.Error()), nil
+	}
+	return mcp.NewToolResultText(prettyRaw(raw)), nil
+}
+
+func strArg(req mcp.CallToolRequest, key string) string {
+	v, err := req.RequireString(key)
+	if err != nil {
+		if args, ok := req.Params.Arguments.(map[string]any); ok {
+			if x, ok := args[key]; ok {
+				return strings.TrimSpace(fmt.Sprint(x))
+			}
+		}
+		return ""
+	}
+	return strings.TrimSpace(v)
+}
+
+func numArg(req mcp.CallToolRequest, key string) (float64, bool) {
+	if args, ok := req.Params.Arguments.(map[string]any); ok {
+		if x, ok := args[key]; ok {
+			switch t := x.(type) {
+			case float64:
+				return t, true
+			case int:
+				return float64(t), true
+			case string:
+				if t == "" {
+					return 0, false
+				}
+				f, err := strconv.ParseFloat(t, 64)
+				if err != nil {
+					return 0, false
+				}
+				return f, true
+			}
+		}
+	}
+	return 0, false
+}
+
+func numArgStr(req mcp.CallToolRequest, key, def string) string {
+	if n, ok := numArg(req, key); ok {
+		return strconv.FormatInt(int64(n), 10)
+	}
+	if s := strArg(req, key); s != "" {
+		return s
+	}
+	return def
+}
+
+func setStr(m map[string]any, k, v string) {
+	if strings.TrimSpace(v) != "" {
+		m[k] = v
+	}
+}
+
+func prettyJSON(v any) string {
+	b, err := json.MarshalIndent(v, "", "  ")
+	if err != nil {
+		return fmt.Sprintf("%v", v)
+	}
+	return string(b)
+}
+
+func prettyRaw(raw json.RawMessage) string {
+	if len(raw) == 0 {
+		return "null"
+	}
+	var v any
+	if err := json.Unmarshal(raw, &v); err != nil {
+		return string(raw)
+	}
+	return prettyJSON(v)
+}

internal/router/mcp.go

@@ -0,0 +1,20 @@
+package router
+
+import (
+	"github.com/engigu/taskpool/internal/middleware"
+	"github.com/gin-gonic/gin"
+)
+
+// initMCPRoutes 初始化 MCP Server 路由
+// 使用 OpenAPI Token 进行鉴权
+func initMCPRoutes(root *gin.RouterGroup, c *Controllers) {
+	// MCP 路由组 (使用 Bearer Token 鉴权，复用 OpenAPI 中间件)
+	mcp := root.Group("/mcp")
+	mcp.Use(middleware.OpenapiRequired())
+	{
+		// 所有 MCP 请求都通过同一个 handler 处理
+		// StreamableHTTP 协议支持 POST 和 GET
+		mcp.POST("/*action", c.MCP.HandleMCP)
+		mcp.GET("/*action", c.MCP.HandleMCP)
+	}
+}

internal/router/register.go

@@ -72,6 +72,7 @@ func RegisterControllers() *Controllers {
 		Interconnect: controllers.NewInterconnectController(interconnectService),
 		Data:         controllers.NewDataController(taskController, envController),
 		Install:      controllers.NewInstallController(),
+		MCP:          controllers.NewMCPController(),
 	}
 }
 

internal/router/router.go

@@ -35,6 +35,7 @@ type Controllers struct {
 	Interconnect *controllers.InterconnectController
 	Data         *controllers.DataController
 	Install      *controllers.InstallController
+	MCP          *controllers.MCPController
 }
 
 func Setup(c *Controllers) *gin.Engine {
@@ -79,6 +80,9 @@ func Setup(c *Controllers) *gin.Engine {
 	initAgentAPIRoutes(root, c)
 	initOpenAPIV1Routes(root, c)
 
+	// 5. [ location /mcp ] MCP Server 路由（供 AI Agent 使用）
+	initMCPRoutes(root, c)
+
 	// =========================================================================
 	// [ location / ] 全局 404 兜底与 SPA 渲染
 	// 对应 Nginx: try_files $uri $uri/ /index.html;

web/src/pages/Settings.tsx

@@ -298,9 +298,23 @@ export default function Settings() {
             <div className="rounded-md border border-[var(--border)] bg-[var(--bg-secondary)] p-3 text-xs leading-5 text-[var(--text-secondary)]">
               <div className="mb-2 font-medium text-[var(--text-primary)]">MCP Server（AI Agent 接入）</div>
               <p className="mb-2">
-                OpenAPI 是 REST 接口；AI Agent 请使用 MCP Server 完整接管任务/脚本/日志。支持两种模式：
+                MCP Server 已内置在后端服务中，启用 OpenAPI 后即可使用。AI Agent 可通过 MCP 协议完整接管任务/脚本/日志。
               </p>
               <div className="mb-3 space-y-2">
+                <div className="rounded border border-[var(--border)] bg-[var(--bg-tertiary)]/50 p-2">
+                  <div className="mb-1 text-xs font-medium text-[var(--text-primary)]">HTTP 模式（推荐）</div>
+                  <p className="mb-2 text-[var(--text-muted)]">远程 Agent 使用，直接访问内置端点（Hermes / OpenClaw）</p>
+                  <pre className="overflow-x-auto whitespace-pre-wrap rounded border border-[var(--border)] bg-[var(--bg-primary)] p-2 font-mono text-[11px] text-[var(--text-primary)]">{`{
+  "mcpServers": {
+    "taskpool": {
+      "url": "${window.location.origin}/mcp",
+      "headers": {
+        "Authorization": "Bearer ${siteForm.openapi_token || '你的Token'}"
+      }
+    }
+  }
+}`}</pre>
+                </div>
                 <div className="rounded border border-[var(--border)] bg-[var(--bg-tertiary)]/50 p-2">
                   <div className="mb-1 text-xs font-medium text-[var(--text-primary)]">stdio 模式</div>
                   <p className="mb-2 text-[var(--text-muted)]">本地 Agent 使用，需要安装 taskpool 二进制（Claude Desktop / Cursor）</p>
@@ -315,22 +329,6 @@ export default function Settings() {
       }
     }
   }
-}`}</pre>
-                </div>
-                <div className="rounded border border-[var(--border)] bg-[var(--bg-tertiary)]/50 p-2">
-                  <div className="mb-1 text-xs font-medium text-[var(--text-primary)]">HTTP 模式</div>
-                  <p className="mb-2 text-[var(--text-muted)]">远程 Agent 使用，通过 URL 访问（Hermes / OpenClaw）</p>
-                  <div className="mb-2 text-[var(--text-muted)]">1. 启动 MCP HTTP 服务：</div>
-                  <pre className="mb-2 overflow-x-auto whitespace-pre-wrap rounded border border-[var(--border)] bg-[var(--bg-primary)] p-2 font-mono text-[11px] text-[var(--text-primary)]">{`TASKPOOL_URL=${window.location.origin} \\
-TASKPOOL_TOKEN=${siteForm.openapi_token || '你的Token'} \\
-taskpool mcp --http :8053`}</pre>
-                  <div className="mb-2 text-[var(--text-muted)]">2. Agent 配置：</div>
-                  <pre className="overflow-x-auto whitespace-pre-wrap rounded border border-[var(--border)] bg-[var(--bg-primary)] p-2 font-mono text-[11px] text-[var(--text-primary)]">{`{
-  "mcpServers": {
-    "taskpool": {
-      "url": "http://你的服务器:8053/mcp"
-    }
-  }
 }`}</pre>
                 </div>
               </div>