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Galactus 在低于规格的 Mac 上运行 744B 与 235B MoE 模型，具备与 llama.cpp 的逐位精度一致、以 RAM 作为缓存的执行模式，并提供完整的本地应用，涵盖 Agent、权限门控、代码编辑器、已认证的服务器模式、定时无人值守运行以及完整公开的测评数据Galactus executes 744B and 235B MoE models on undersized Macs with bit‑perfect llama.cpp parity, RAM-as-cache execution, and a full local app featuring an agent, permission gate, code editor, authenticated server mode, scheduled unattended runs, and fully published measurements.
针对 DeepSeek Harness Agent 的策略强制、证据优先的治理工作流。Policy-enforced, evidence-first governed workflows for DeepSeek Harness agents.
多模型协作与智能辩论平台 — Multi-Agent 并行工作流 + RAG + 知识图谱，让多个 AI 像专家团队一样辩论、推理、共创
自治 AI 的形式化框架——Neural Parliament、Ulysses Contracts、Identity Layer。提供参考实现与 Lean 验证的证明，Apache-2.0 许可。Formal framework for self-governing AI — Neural Parliament, Ulysses Contracts, Identity Layer. Reference implementation, Lean-verified proofs, Apache-2.0.
浏览用于自动化科学研究各个环节的开源工具，覆盖从文献综述、实验到写作与同行评审。Browse open-source tools for automating scientific research, from literature review and experiments to writing and peer review
Comic Sol —— 以本地优先的 AI 漫画生产，作为 Codex Skill、Python CLI 和 MCP 服务器。Comic Sol - local-first AI comic production as a Codex Skill, Python CLI, and MCP server.
DSH 完整移植版 DietrichGebert/ponytail — 懒惰 senior 模式，6 个中文 Skill，无空 tool
SOAT 是一个开源框架，旨在为自主 AI Agent 提供持久记忆能力。SOAT is an open-source framework designed to provide persistent memory capabilities for autonomous AI agents.
Music Assistant 的 FastMCP server——可从 Claude Code、Codex、Cursor 及其他 AI agent 控制 MA。FastMCP server for Music Assistant — control MA from Claude Code, Codex, Cursor, and other AI agents
自托管语义代码搜索。将代码仓库和知识源索引至本地向量数据库，然后通过 CLI 或任何 MCP 兼容 Agent 进行自然语言搜索。Self-hosted semantic code search. Index repos and knowledge sources into a local vector DB, then search by natural language from CLI or any MCP-compatible agent.
后端无关的 C# 库，用于构建有状态 AI 实体，具备按角色记忆、工具调用、情绪系统和自主 Agent 行为。Backend-agnostic C# library for building stateful AI entities with per-persona memory, tool access, mood systems, and autonomous agent behavior.
自托管 AI 知识 Agent —— TypeScript、Bun、MCP。掌控你的数据，运行你自己的大脑。Self-hosted AI knowledge agent — TypeScript, Bun, MCP. Own your data, run your own brain.
AI 编码 Agent 的自动驾驶仪，支持 OpenCode、Claude Code、pi.dev、Cursor 等多种工具。Autopilot for AI Coding Agents, supports OpenCode, Claude Code, pi.dev, Cursor, and many more
面向 AI 编码 Agent 的 IDE 智能，集成 LSP 语义、tree-sitter 索引、项目记忆和并发安全编辑。IDE intelligence for AI coding agents, with LSP semantics, tree-sitter indexing, project memory, and concurrency-safe edits.
为你的 AI 编程助手打造的持久记忆。它会记住你告诉它的内容，并在恰当时机把对应的笔记交还。本地机器全量运行。A memory for your AI coding assistant. It keeps what you tell it and hands the right note back at the moment it matters. Runs entirely on your own machine.
为 AI 编码 Agent 提供的本地文档镜像——自动同步，与索引器无关。Local docs mirror for AI coding agents — auto-synced, indexer-agnostic.
🤖 CareerForge AI 自动化求职：生成简历、分析职位描述、提供面试辅导，助力职业成功🤖 Automate your job search with CareerForge AI, building resumes, analyzing job descriptions, and providing interview coaching for career success.
MendCode：可定制的 CLI，面向 agent、团队、记忆、评审与 TUI。MendCode: Customizable CLI for agents, teams, memory, reviews, and TUI.
面向多 Agent 工作流的 MCP 协调原语。LLM 无关、CLI 无关、可自托管。TypeScript + SQLite。MCP coordination primitive for multi-agent workflows. LLM-agnostic, CLI-agnostic, self-hostable. TypeScript + SQLite.
支持从多源智能检索、筛选与总结科学论文，提升研究与报告生成效率Enable intelligent retrieval, filtering, and summarization of scientific papers from multiple sources for efficient research and report generation.
GitHub 上 MCP server 的自动更新索引，每 15 分钟刷新一次。Auto-updated index of MCP servers shipping on GitHub, refreshed every 15 minutes
GitHub 上最新 Agent 框架的实时索引，按发布时间而非 star 数排序。Live index of the newest agent frameworks shipping on GitHub, sorted by recency not stars
通过用于获取 arXiv 论文、提取技术细节与跟踪引用的研究 Skill，为 Agent 工作流自动化文献综述。Automate literature reviews with research skills for fetching arXiv papers, extracting technical details, and tracking citations for agent workflows.
自动化科研 AI 系统的精选枢纽：覆盖文献综述、调研综合、实验设计与执行、论文写作、AI 科学家与自主研究 AgentA curated hub for AI systems that automate scientific research: literature review, survey synthesis, experiment design and execution, paper writing, AI scientists, and autonomous research agents.
通过 MCP 让任意 AI agent 在你真实已登录的 Chrome 中拥有"眼睛"和"双手"。零依赖。Give any AI agent eyes and hands in your real, logged-in Chrome — via MCP. Zero dependencies.
自托管、可扩展的 AI agent 平台，具备受治理的 MCP 工具、持久化项目记忆、持久工作流、能力包、自主执行，以及分布式本地模型计算能力。Self-hosted, extensible AI agent platform with governed MCP tools, persistent project memory, durable workflows, capability packs, autonomous execution, and distributed local-model compute.
驱动 LLM agent 完成结构化学术文献综述的通用工具包。Topic-agnostic toolkit for driving an LLM agent through a structured academic literature review
金融与生活交易学习 RAG 与 QuantConnect LEAN 回测工作流（FastAPI、Qdrant、pgvector、Docker）。금융·생활거래 학습 RAG와 QuantConnect LEAN 백테스트 워크플로우 (FastAPI, Qdrant, pgvector, Docker)
一套配置、一组凭证、一个 MCP 端点——由 Claude Code、Cursor、Codex 等 10 余个客户端共享。Local-first，零遥测。One config, one credential set, one MCP endpoint — shared by Claude Code, Cursor, Codex and 9 more. Local-first, zero telemetry.
Commercient Data Lake / Data Hub CLI（dlake）——为 SQL Server 数据平台即时提供 REST + GraphQL API 以及面向 AI Agent 的 MCP 访问能力。提供官方二进制发行版。Commercient Data Lake / Data Hub CLI (dlake) - instant REST + GraphQL APIs and MCP access for AI agents over a SQL Server data platform. Official binaries.
自托管、隐私优先的个人 AI 知识伴侣，具备 RAG 驱动的检索、智能 Agent 与可扩展 SDK。Self-hosted, privacy-first Personal AI Knowledge Companion with RAG-powered retrieval, intelligent agents, and extensible SDK
从零开始构建开源预训练 LLM，附带已发布的数据、训练代码、消融实验与结果，以高效提升模型质量。Build open pretraining LLMs from scratch with released data, training code, ablations, and results to improve model quality efficiently
IBANforge——集成 IBAN 校验、BIC/SWIFT 查询、Swiss clearing 与 EMI/vIBAN 分类 API 的服务，配套面向 AI Agent 的 MCP。IBANforge — IBAN validation, BIC/SWIFT lookup, Swiss clearing, and EMI/vIBAN classification API with MCP for AI agents
🤖 Hermes Agent 2026：可学习、可自适应的开源 AI 助手 🚀。🤖 Hermes Agent 2026: AI Assistant That Learns & Adapts 🚀 | Open Source
AI Agent 集群的自托管指挥中心——创建 Agent、派发任务、见证交付。FastAPI + Next.js + Docker。Self-hosted command center for AI agent fleets — create agents, dispatch tasks, watch them ship. FastAPI + Next.js + Docker.