Model Worker MCP
An MCP server that enables asynchronous task submission and execution through a local worker daemon, decoupled from specific providers and models, with tasks continuing even after the client disconnects.
README
Model Worker MCP
Model Worker MCP 是一个本机、与 provider 和 model 解耦的 MCP server。coordinator（发起和协调任务的 MCP client）通过短调用提交任务；worker daemon（持有队列、session 和执行状态的后台进程）会在 client 断开后继续执行。V1 以 Claude Agent SDK harness 驱动 kimi-k3，公共协议不绑定该实现。
快速开始
需要 Windows、Node.js 22.x，以及可用的 Claude Code runtime。安装依赖并构建：
npm ci
npm run build
npm link
让启动 MCP client 的用户环境包含 MODEL_GATEWAY_API_KEY。项目只把这个变量名作为公共 credential 接口；配置文件和命令示例都不保存 credential 值。然后注册推荐的 strict stdio bootstrap：
codex mcp add model-worker -- model-worker-mcp stdio --request-integrity required
claude mcp add --scope user model-worker -- model-worker-mcp stdio --request-integrity required
这两条命令会修改对应 client 的用户配置。strict 模式要求 coordinator 在写请求中提供由本地 request-digest 命令计算的摘要，以便 daemon 在产生副作用前拒绝被改写的参数；摘要不是身份认证。执行前应先阅读客户端注册，确认摘要工作流、兼容模式、scope 和现有同名 server；开发测试只使用临时配置目录。
Capability profiles
Capability profile 是 daemon 强制执行的一组工作区和工具权限，不只是 prompt 建议。
text_only：处理文本和已冻结的附件，不接收 workspace。workspace_read：读取授权 workspace；不给模型 shell 或写入工具。patch_proposal：在独立 Git clone 中修改和测试，返回 patch；不会自动改动原工作区。
MCP tools
model_list：列出可用 model binding 和能力声明。model_health：做本地健康检查。V1 production daemon 固定禁用 live probe；opt-in live probe 只存在于独立测试 harness。task_submit：创建 session 并异步提交首个 task。task_continue：在同一 session head 后继续一轮，不能提高权限。task_get：按 cursor 查询状态、事件、结果和 artifact chunk。task_cancel：请求取消 queued 或 active task；对 terminal task 幂等。
继续阅读
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