by wangziqi06 · MCP Server · ★ 1.0k
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7/24 Office -- Self-Evolving AI Agent System A production-running AI agent built in 10,000 lines of pure Python with zero framework dependency. No LangChain, no LlamaIndex, no CrewAI -- just the standard library + a few small packages. 36 tools. 20 files. Modular architecture. Runs 24/7. Built solo with AI co-development tools. Production 24/7 across multiple users. What's New in v2.0 Modular tool architecture -- Split from monolithic into 7 domain modules Group chat support -- Independent container for group conversations with @-mention gating AI Mirror -- Behavioral profile reports () + future-self dialogue mode () Nudge system -- Structural behavior correction: auto-detects when LLM has tools but doesn't use them Dynamic tool filtering -- 5 context profiles (voice/scheduler/group/diagnostic/default) to reduce token waste Budget-aware system prompt -- Token budget tracking during system prompt assembly Inactivity guard -- Auto-skip cron tasks for dormant users (3-day threshold) Circuit breaker -- Disable tools after 3 consecutive failures per session Interactive visualization -- ECharts-based HTML pages via (line/bar/pie/radar/table/report) Container reconciliation -- Router...
| Stars | 1,029 |
| Forks | 168 |
| Language | Python |
| Category | MCP Server |
| License | MIT |
| Quality Score | 69.3111536811619/100 |
| Open Issues | 3 |
| Last Updated | 2026-07-02 |
| Created | 2026-03-17 |
| Platforms | mcp, python |
| Est. Tokens | ~16k |
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724-office is 7/24 Office — Self-evolving AI Agent system. 36 tools, 10,000 lines pure Python, modular architecture, MCP plugins, three-layer memory, nudge system, AI mirror, 24/7 production.. It is categorized as a MCP Server with 1.0k GitHub stars.
724-office is primarily written in Python.
You can find installation instructions and usage details in the 724-office GitHub repository at github.com/wangziqi06/724-office. The project has 1.0k stars and 168 forks, indicating an active community.
724-office is released under the MIT license, making it free to use and modify according to the license terms.