What I'm shipping正在交付
Production agent infrastructure — designed, written and maintained by one person.生产级的智能体基础设施 —— 由一个人设计、编写、维护。
Not prototypes. Live npm packages with real users, versioned releases, test suites and benchmarks. Each one is the tool I needed and couldn't buy.不是原型。是有真实用户、版本化发布、测试套件与基准的线上 npm 包。每一个,都是我当时需要却买不到的工具。
Flagship旗舰v3.4.27
AgentRecall
agent-recall-mcp · -sdk · -cli · -core
A learning loop for AI agents, not just a memory store. Every correction — "no, not that version" — becomes a weighted record, recalled later, auto-promoted to a cross-project insight. Five cognitive memory layers, FSRS-lite decay + RRF fusion, local markdown, zero cloud.给 AI agent 的学习闭环,而非记忆存储。每次纠正 —— "不是那个版本" —— 都成为带权记录,后续召回,自动晋升为跨项目洞察。五层认知记忆、FSRS-lite 衰减 + RRF 融合、本地 markdown、零云。
304★ GitHub
6.4k installs/mo
31 tests
TypeScriptMCPMonorepoVector retrieval
Sole author独立作者
Web data网络数据v0.8.4
novada-mcp
one server · all web data
Search, scrape, crawl, proxy and AI research in a single npx install. 13 composable tools where competitors ship one capability each — or 69 tools that bloat the context window. One API key, structured output.搜索、抓取、爬取、代理与 AI 研究,一条 npx 命令搞定。13 个可组合工具,而竞品要么只做其中一件、要么塞 69 个工具撑爆上下文。一个 API key,结构化输出。
1.2k installs/mo
40+ tools工具
195+ countries国家
TypeScriptMCPWeb automation
Sole author独立作者
Infra基础设施v1.8.3
Proxy4Agent
bestproxy4agents · residential proxy MCP
Routes an agent's HTTP traffic through 2M+ residential devices to bypass Cloudflare / Akamai / DataDome. Multi-provider adapter layer (Novada, BrightData, Smartproxy, Oxylabs), sticky sessions, city-level geo-targeting. CI + Smithery listed.把 agent 的 HTTP 流量经 200 万+ 真实住宅设备转发,绕过 Cloudflare / Akamai / DataDome。多供应商适配层(Novada、BrightData、Smartproxy、Oxylabs),粘性会话,城市级地理定位。已接入 CI 与 Smithery。
4 provider adapters供应商适配
CI
Smithery-listedSmithery 收录
Node.jsMCPNetworking
Sole author独立作者
Orchestration编排框架v0.11.0
AAM — Agent Autonomous Mode
multi-agent orchestration with budget control带预算控制的多 Agent 自主编排
FSM state management, hard budget caps, Telegram alerts, Codex sandboxing. Opus orchestrator → parallel Sonnet workers → independent reviewer → verifier. State in files, survives context compression. First live run: 33 dispatches, 80+ artifacts.FSM 状态管理、预算硬上限、Telegram 告警、Codex 沙箱。Opus 编排 → Sonnet Worker 并行 → 独立 Reviewer → Verifier。状态存文件,穿越 context 压缩。首次实战:33 次派发、80+ 产出物。
TypeScriptFSMMCPCLISDK
Sole author独立作者
Research · internal研究 · 内部工具v0.5.0
Plywood Protocol
NL → pseudocode selective compiler自然语言 → 伪代码选择性编译器
Compiles agent briefs to pseudocode so agents follow if/else and for...of more reliably than numbered steps. 57 controlled experiments, effect size d=3.62 (length-controlled). Systematic tasks improve 6–11 points; analytical tasks stay prose. Not open source — internal team protocol, deployed via MCP server + Claude Code hook.将 Agent 指令编译为伪代码,使 Agent 遵循 if/else 和 for...of 的可靠性远超编号步骤。57 组对照实验,效应量 d=3.62(长度控制后)。系统性任务提升 6–11 分;分析性任务保持散文。非开源——团队内部协议,通过 MCP Server + Claude Code Hook 部署。
PythonMCPRCT designAblation
Sole author · 57 experiments · production-deployed独立作者 · 57 组实验 · 已部署生产