Ross ROSS = Recommend OSS · open-source software intelligence for agents

fuyuxiang/echo-agent

Echo Agent 是一个可自托管、长期运行、持续学习的 AI Agent,面向个人与团队的私有自动化场景。它可以部署在自有服务器上,统一连接模型、工具、记忆、权限与消息入口。内置四层认知记忆、遗忘曲线与矛盾检测机制,能够在跨会话任务中持续沉淀上下文,并保持长期记忆的质量。针对命令执行、文件操作等高风险行为,它提供基于 LLM 的审批与解释机制,为关键操作建立可审计、可追溯的安全边界。原生支持 MCP、A2A、多模型路由、任务调度、工具调用和多通道接入,覆盖 CLI、Gateway API、微信、Telegram 等入口。它让 Agent 带着长期记忆和可进化技能,持续、安全地为你工作。 observed · 2026-09-01

github.com/fuyuxiang/echo-agent · homepage · Python · MIT (permissive) observed · 2026-09-01

Health v2 · maintenance only

82/100

  • Activity 100
  • Release rhythm 98
  • Longevity 12

Flags: young

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.

  • gap_med: 12.5
  • age_days: 171
  • days_rel: 15
  • days_push: 3
  • n_releases_24m: 3

Full methodology

Adoption not part of the score

1003 stars · 25 forks observed · 2026-09-01

Summary

No AI-extracted summary yet.

Member repositories

RepositoryRoleHealth v2
fuyuxiang/echo-agentmain82

For agents

markdown · JSON · MCP: product_card(name="fuyuxiang/echo-agent")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem