仓库/Skill 库

面向 monorepo 的终极 RAG。借助 AI 与知识图谱的能力，对多语言代码库进行查询、理解与编辑。The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

PostgreSQL ➕ REST，低代码，简化并加速开发，⚡ 实时、高性能，适用于任意已有或新建的 Postgres 应用，MCP serverPostgreSQL ➕ REST, low-code, simplify and accelerate development, ⚡ instant, realtime, high-performance on any Postgres application, existing or new, MCP server

TypeDB：为系统而生，而非为记录而生。TypeDB: Built for systems, not records

一款用于将 Zotero 条目与笔记同步到 Notion 的插件。A Zotero plugin for syncing items and notes into Notion

claude-red 是一个面向 Claude skills 系统的进攻性安全 skill 精选库。每个 skill 都是一个结构化的 SKILL.md 文件，为 Claude 注入针对特定攻击面的专家级方法论 — 涵盖 SQLi、shellcode、EDR 规避到漏洞利用开发等。claude-red is a curated library of offensive security skills designed for the Claude skills system. Each skill is a structured SKILL.md file that primes Claude with expert-level methodology for a specific attack surface — from SQLi to shellcode, EDR evasion to exploit development.

几乎可视为 DSPy 在 TypeScript 上的"官方"框架。The pretty much "official" DSPy framework for Typescript

开源推理服务器与生产级集群，支持 Agent 所需的全部模型Open-source inference server and production cluster for all the models your agent needs.

开源 AI 工程平台：基于 OpenTelemetry 的 LLM 可观测性、GPU 监控、guardrails、评估、prompt 管理、Vault、Playground。🚀💻 集成 50+ LLM provider、VectorDB、agent 框架与 GPU。Open source platform for AI Engineering: OpenTelemetry-native LLM Observability, GPU Monitoring, Guardrails, Evaluations, Prompt Management, Vault, Playground. 🚀💻 Integrates with 50+ LLM Providers, VectorDBs, Agent Frameworks and GPUs.

High-performance multi-data-source database client — ~30MB, AI & MCP ready, zero Electron bloat. | 高性能多数据源数据库客户端：约 30MB，AI 与 MCP 就绪，告别 Electron 膨胀。

在 Postgres 中可扩展、快速且节省磁盘的向量搜索，pgvecto.rs 的继任者。Scalable, fast, and disk-friendly vector search in Postgres, the successor of pgvecto.rs.

一个支持与 MySQL 数据库安全交互的 Model Context Protocol (MCP) server。A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases

基于 Rust 🦀 构建的高性能、模块化、内存安全、生产可用的推理、数据接入与索引系统Highly Performant, Modular, Memory Safe and Production-ready Inference, Ingestion and Indexing built in Rust 🦀

基于 Next.js、LangChain、PostgreSQL + pgvector 构建的 AI 驱动的初创企业加速引擎。可上传、组织并与文档对话。包含预测性缺失文档检测、基于角色的工作流以及页面级洞察提取。AI-powered StartUp Accelerator Engine built with Next.js, LangChain, PostgreSQL + pgvector. Upload, organize, and chat with documents. Includes predictive missing-document detection, role-based workflows, and page-level insight extraction.

claude-red 是一个面向 Claude skills 系统策划的攻击性安全 skills 库。每个 skill 是一个结构化的 SKILL.md 文件，为 Claude 提供针对特定攻击面的专家级方法论，涵盖从 SQLi 到 shellcode、EDR 规避到漏洞利用开发。claude-red is a curated library of offensive security skills designed for the Claude skills system. Each skill is a structured SKILL.md file that primes Claude with expert-level methodology for a specific attack surface — from SQLi to shellcode, EDR evasion to exploit development.

Second Brain 是一个 Agentic 框架，作为操作系统运行，利用本地文件智能、工作流自动化和 LLM 来完成任务，并通过多种模态和消息平台进行通信。Second Brain is an agentic framework that acts as an operating system, using local file intelligence, workflow automation, and LLMs to complete tasks and communicate over multiple modalities and messaging platforms.

Athena 是一个本地优先的 agentic PKM，借助你自己的上下文帮助你做出更优决策——持久记忆、结构化推理，以及跨任意 LLM 工作的受治理 AI agent。拥有状态，租用智能。Athena is a local-first agentic PKM that helps you make better decisions with your own context — persistent memory, structured reasoning, and governed AI agents that work across any LLM. Own the state. Rent the intelligence.

Caura（前身 MemClaw）——面向 AI Agent 集群的受治理共享内存。多 Agent、多租户、原生 MCP。支持信任分级、keystone 策略、审计日志、知识图谱、自改进检索。Apache 2.0。Caura (formerly MemClaw) — governed shared memory for AI agent fleets. Multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies, audit trails, knowledge graph, self-improving retrieval. Apache 2.0.

面向 AI Agent 的上下文工程。token 消耗减少约 80%。解决工具过载问题。内置进程内 BM25 与语义检索的 Skill 与 memory。支持渐进式披露（Progressive Disclosure）。无需向量数据库。Context engineering for AI agents. ~80% fewer tokens. Fix tool overload. Skills and memory with in-process BM25 and semantic retrieval. Progressive Disclosure. No vector DB.

📚 面向 AI Agent 的零依赖、git 托管的微课程库，用于异步共享与检索已验证的调试经验。仅依赖 Python 标准库。| https://misakanet.org📚 A zero-dependency, git-backed micro-lesson library for AI Agents to asynchronously share and search verified debugging experience. Python stdlib only. | https://misakanet.org

ClickHouse 开源运维顾问 —— 提供实时监控以及由 AI 驱动的索引/分区/物化视图推荐。Open-source operational advisor for ClickHouse — real-time monitoring plus AI-driven index/partition/materialized-view recommendations.

基于 Hermes Agent 的自主攻击性安全、漏洞悬赏与红队 Agent 框架，具备专用推理技能与多模型 LLM 编排能力。Autonomous Offensive Security, Bug Bounty & Red Teaming Agent Framework powered by Hermes Agent, specialized reasoning skills, and multi-model LLM orchestration.

Opptrix——AI 驱动的全球多市场投研工作台 | 面向中国 A 股的开源 LLM 投研助手。170+ MCP 工具、因子筛选、回测、自选股与 Electron 桌面端。TypeScript · React · Fastify monorepo。Opptrix — AI驱动的全球多市场投研工作台 | Open-source LLM research assistant for China A-shares. 170+ MCP tools, factor screening, backtest, watchlist & Electron desktop. TypeScript · React · Fastify monorepo.

为 Claude Code 提供持久化记忆，支持自带数据库Persistent memory for Claude Code. Bring your own database.

AKB — Agent Knowledgebase。AI agent 的组织记忆：以 URI 图统一 vault 范围的文档 / 表格 / 文件，通过 MCP 提供服务。AKB — Agent Knowledgebase. Organizational memory for AI agents: vault-scoped docs / tables / files unified by URI graph, served over MCP.

一款便捷的 lib，用于流畅地与大语言模型（LLM）交互及构建 AI 应用。A handy lib for smooth interaction with large language models (LLMs) and crafting AI apps.

面向实验的 GenAI/RAG 优化器与工具包，基于 Oracle Database AI Vector Search 与 NL2SQLGenAI/RAG Optimizer and Toolkit for experimentation using Oracle Database AI Vector Search and NL2SQL

可解释、本地优先的 AI Agent 记忆引擎。约 9 MB 的单一二进制在 VelesQL 下融合向量 + 图 + 列存；why() 返回每次召回背后的证据路径。无云依赖、无胶水代码 —— 支持服务器、浏览器、移动端与桌面端运行。The explainable, local-first memory engine for AI agents. One ~9 MB binary fuses vector + graph + columnar under VelesQL; why() returns the evidence path behind every recall. No cloud, no glue code — runs on server, browser, mobile and desktop.

代码智能 CLI——覆盖 34 种语言的函数级依赖图、为 AI agent 提供 34 工具的 MCP server、复杂度度量、架构边界强制、CI 质量门禁、git diff 影响分析（含 co-change 分析）、混合语义搜索。完全本地运行，无需 API key。Code intelligence CLI — function-level dependency graph across 34 languages, 34-tool MCP server for AI agents, complexity metrics, architecture boundary enforcement, CI quality gates, git diff impact with co-change analysis, hybrid semantic search. Fully local, zero API keys required.

一个轻量且快速的 Rust 嵌入式键值存储。A lightweight and fast embedded key-value store for Rust.

在 Apple Silicon 上运行 Windows 游戏 —— 免费、开源，并附带开放兼容数据库，告知你哪些游戏真正可用。Run Windows games on Apple Silicon — free, open source, with an open compatibility database that tells you what actually works.

基于对象存储的快速搜索引擎，原生支持 Parquet 上的全文检索、向量检索与 SQL。Fast search engine on object storage, with full text search, vectors, and SQL, natively on Parquet.

RuvNet Brain——基于 Reuven Cohen（rUv）的 RuvNet 技术栈（RuVector/RVF、Ruflo、AgentDB、RuLake、SPARC 及 21 个构建块）为 Claude Code 提供一个可下载、源码溯源的"大脑"。通过单一 MCP 工具（search_ruvnet）让 Claude 立足真实源码，而不是脱离技术栈空想。RuvNet Brain — a downloadable, source-grounded brain for Claude Code over Reuven Cohen's (rUv's) RuvNet stack: RuVector/RVF, Ruflo, AgentDB, RuLake, SPARC + 21 building blocks. Grounds Claude in real source via one MCP tool (search_ruvnet), so it builds with the stack instead of drifting off it.

为 DeepSeek Harness 提供有界、分层、需审批、可审计的跨会话记忆（能力接缝：ctx.memory + SQLite provider + memory tool + 冻结快照注入）。Bounded, layered, approval-gated, auditable cross-session memory for DeepSeek Harness (capability seam: ctx.memory + SQLite provider + memory tool + frozen snapshot injection)

AI 编程智能体统一桌面工作台 | Desktop hub for managing Claude Code, Codex CLI, Gemini CLI & OpenCode. Tauri 2 · Rust · React · SQLite.

AI agents 的持久化加密记忆：一个 Rust 二进制，一个文件，无需云端。122 个标准 MCP 工具，混合召回，双时态历史，AES-256-GCM 加密。本地优先，支持气隙隔离，MIT 协议。Persistent, encrypted memory for AI agents: one Rust binary, one file, no cloud. 122 canonical MCP tools, hybrid recall, bi-temporal history, AES-256-GCM. Local-first, air-gap ready, MIT.

AI 编写软件的记录系统。实体、关系、变更与来源的持久化图谱，使人类和 AI Agent 在合并前看到变更影响范围。目前与 Git 并行使用。The system of record for AI-written software. A persistent graph of entities, relationships, changes, and provenance, so humans and AI agents see what a change touches before it merges. Beside Git today.