mcp-server-and-agent
mcp-server-and-agent
状态:进行中。 已搭建脚手架,尚未实现。首批结果落地后, 本 README 将载入自动生成的数字。
一个在协议层手写的 MCP 服务器,外加一个运行于其上的 LangGraph 智能体;四种拓扑在同一组任务上运行,并测量各自的失败模式。
本仓库回答一个问题:
每种智能体拓扑的失败率是多少?监督者真的能胜过单智能体吗?
这里的一切都服务于回答这个问题。对回答它没有帮助的功能都不在范围之内——这是刻意为之。
为什么存在
Related MCP server: Brainstorm
快速开始
uv sync --extra dev
uv run pytest -q
uv run python scripts/generate_results.py结果
暂无结果。
设计决策
局限性
涉及的概念
2C 手写 MCP 服务器 + LangGraph 智能体(DO-8)
2C ReAct、plan-and-execute、reflection
2C 四种拓扑及其失败模式
2C 工具设计:schema 清晰度、粒度、模型反馈中的错误、幂等性、确认门槛
2C MCP 作为协议:传输、发现、资源、提示、采样、OAuth 作用域
2C 状态与记忆、检查点、持久化执行
……还有 4 个(见
docs/inventory-coverage.md)
许可证
MIT
This server cannot be deployed
Maintenance
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