continuum

概述

Continuum是一个MCP服务器，为多个编程代理提供共享内存和编排功能。它使用SQLite和向量嵌入创建集中式知识库，让Claude Code、Codex和Cline等不同AI客户端能够共享学习经验，避免重复解释。服务器实现了一个包含四阶段调度协议的规范工作流程（接收→研究→验证→交接），并维护代理注册表以防止git工作树之间的冲突。

试试问 AI

装完之后，这里有 5 个你可以让 AI 做的事：

• project_create

  Create a new Continuum project for a repository path

  试试:Create a Continuum project for /absolute/path/to/my/repo
• plot

  Read the PLOT.md orchestration protocol for a project

  试试:Read the PLOT.md for my project试试:Show me the orchestration protocol
• registry_list

  List active agents with their metadata and reserved paths

  试试:Show me all active agents in the project试试:List agents with their reserved paths
• agent_get

  Get detailed information about a specific agent

  试试:Get details for agent with slug 'feature-x'试试:Show me the coordination brief for agent 'bugfix-42'
• knowledge_list

  List knowledge entries by kind (fundamental or situational)

  试试:Show me all fundamental knowledge for the project试试:List all situational lessons learned
• knowledge_get

  Retrieve the full body of a specific knowledge entry

  试试:Get the full content of knowledge entry 'auth-guard-order'试试:Show me the lesson about webhook retries
• knowledge_search

  Search knowledge base with natural language queries

  试试:Search for info about rate limit middleware in NestJS试试:Find lessons about handling Stripe webhook retries
• knowledge_create

  Add a new lesson to the knowledge base

  试试:Record a lesson about auth guard ordering in NestJS试试:Save this as knowledge: 'Always validate webhook signatures before processing'
• agent_create

  Create a new agent with reserved paths and implementation details

  试试:Create a new agent to work on the payment feature试试:Dispatch an agent to fix the database migration issue
• agent_update

  Update an agent's status or information

  试试:Mark agent 'feature-x' as active试试:Update agent 'bugfix-42' with merged commit notes

可对比工具

安装

docker compose -f docker-compose.dev.yml up

pnpm install
pnpm dev

{
  "mcpServers": {
    "continuum": {
      "transport": "streamable-http",
      "url": "http://127.0.0.1:7776/mcp"
    }
  }
}

FAQ

基础知识和情境知识有什么区别？

基础知识包含项目范围的规则，在每次调度时都会加载，而情境知识包含特定洞察，只有当与当前任务语义相关时才会被检索。

我可以使用自定义嵌入模型吗？

是的，Continuum支持可插拔的嵌入器，包括Ollama、Hugging Face TEI和任何通过EMBEDDER_URL环境变量提供的OpenAI兼容服务。

continuum 对比