编辑甄选 · OSS

GitHub 高星项目· 5 projects

由潜龙编辑团队甄选，每周更新最值得看的开源项目。我们看重的不是 Star 多少，而是它解决问题的方式。

全部主题高潜项目 ai ai-agent ai-agents ai-tools contributions-welcome function-calling llm mcp mcp-client modelcontextprotocol typescript ai-agent-governance ai-compliance ai-governance ai-security audit-trail compliance crewai dora eu-ai-act fips-204 langchain a2a ag2 agent-framework agentic agentic-ai ai-agents-framework aiagents genai llms agent ai-chatbot automation chatbot claude gemini low-code mcp-server nextjs ai-coding browser-extension chatgpt cursor deepseek developer-tools local-first edge-ai on-device-ai on-device-llm agent-memory llm-memory long-term-memory memanto memory moorcheh rag semantic-memory stateful-ai accountability agent-skills autonomous-agents coding-agent confluence github jira personal-ai-assistant security agents anthropic bedrock litellm llama machine-learning ai-assistant claw codex cross-device desktop-app handoff cybersecurity generative-ai hacking langgraph pentest pentesting agent-coordination agent-mail agent-orchestration agent-swarm ai-development anthropic-mcp bash-tools beads claude-code code-analysis code-generation gemini-cli-extension terminal-ai terminal-automation vibe-coding data-engineering document-ai idp json-extraction ocr pdf-extraction prompt-engineering structured-output bioinformatics byok drug-discovery google-adk ollama openrouter agents-md ai-assistants ai-assisted-development ai-code-review ai-dev-ops ai-devops ai-system-admin adk adk-agent adk-artifact adk-cli adk-google adk-memory adk-model adk-rust adk-server adk-tool agent-developer-kit android android-automation hacktoberfest mobile-automation bilibili content-discovery cross-platform multi-source open-source personality-profiling privacy-first recommendation-system xiaohongshu autoscaler cloudrun cuda developer-productivity distributed-computing faas fine-tuning functions-as-a-service gpu large-language-models mcp-tools slash-commands sub-agents vscode-extension workflow-automation agentic-coding ai-framework copilot multi-agent multi-platform acp cli python skills tui claude-code-cli claude-code-gui claude-code-hooks claude-code-plugin claude-code-skills claude-code-subagents claude-desktop-app claude-gui g-suite gmail google-calendar google-chat google-docs google-drive google-forms google-sheets google-tasks google-workspace gsuite artificial-intelligence large-language-model llmops rust scalable-ai deep-research docker-sandbox playwright pydantic anthropic-api chat inference-gateway lightseek openai responses-api routing assistant dulus falcon python3 web-provider coding-assistant context-memory knowledge-management gpt gpt-4 gpt4 information-retrieval language-model llm-agent ai-companion digital-human digital-life jarvis-assistant lip-sync streaming talking-avatar talking-head voice-agent voice-assistant webrtc code-sandbox container-security containers incus ai-cybersecurity ai-hacking ai-security-tool blackbox-testing ctf-tools knowledge-graph penetration-testing ai-sdk gneerative-ai multimodal react agentic-workflow antrophic codex-cli gpt-5 indie-hacker macos ai-agent-tools cronjob-scheduler data-science database orchestrator bridge codex-app-server wechat celery deepagents docker faiss-vector-database flask accessibility gemma4 litert local-llm phone-agent pocketclaw pokeclaw tool-calling coding-agents llm-inference emulator ios mobile physical real simulator cncf istio k8s knative kserve kubeflow kubernetes ai-agent-memory ai-chat ai-context-extraction ai-context-management alfresco arcadedb docling document-processing falkordb graphrag hybrid-search agent-identity agent-infrastructure agent-state ai-memory bun azure-ai chatgpt-api claude-3 claude-ai copilot-chat gpt4all groq agentframework agentic-framework agenticai aiagentframework aiframework agents-sdk ai-agents-automation claude-cowork multiagent opeani ai-native-language ainl compiler deterministic-execution domain-specific-language dsl graph-ir langchain-alternative llm-orchestration agent-auth agent-authentication agent-indentity agent-scaling ai-backend aiagent cloud-native code-review guardrails agent-harness dingtalk-robot feishu-bot llm-wiki mcp-protocol openclaw plan-and-execute ai-integration game-development gamedev model-context-protocol control-plane distributed-agent-runtime governance mcp-security observability claude-skills gemini-client grok langchain4j bug-bounty ctf exploit exploit-chaining hacking-tools nmap offensive-security api-server command-line-tool gguf huggingface huggingface-models huggingface-transformers inference-server llamacpp local-ai clawdbot clawhub enterprise-ai gdpr hermes hermes-agent antigravity cursor-ai

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GH05TCREW

PentestAgent

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PentestAgent 是一个专门为黑盒安全测试设计的 AI 智能体框架。它的应用场景非常明确：辅助安全研究人员进行漏洞赏金猎人任务、红队演练以及常规的渗透测试工作流。将大语言模型引入网络安全领域，尤其是进攻性安全测试，是最近一个非常硬核的方向。传统的自动化扫描工具往往缺乏对复杂业务逻辑的理解，...

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shiwenwen

Hope-Agent：支持跨端交接的桌面 AI 助手

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Hope-Agent 在尝试解决多设备间的 AI 助手体验断层问题。它是一个用 Rust 编写的桌面端 AI 助手，主打跨端交接（handoff）和个性化记忆。比较特别的是，它不仅能作为桌面应用运行，还支持无头模式（headless），可以常驻在 NAS 或云端服务器上。别把它看成一个简单的套壳聊...

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K-Dense-AI

K-dense-byok：桌面端的 AI 联合科学家

768

K-dense-byok 定位为一个运行在桌面端的“AI 联合科学家”。简单说，它是一个专注于科学研究领域的本地 AI 代理，试图通过集成特定的科学技能来辅助研究人员。从它的技术标签可以看出，这个项目主要面向生物信息学和药物发现等垂直领域。它支持本地优先的运行模式（结合 Ollama），同时也兼容...

TypeScript高潜项目79

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marcusquinn

用 AI 代理搞定 DevOps

260

这个项目的切入点很实在：“写代码容易，搞 DevOps 难”。它试图用 AI 代理来自动化处理应用开发、业务部署和个人项目中的运维工作，主打一个节省 Token 和提高效率。它提供了一套带有强烈主观色彩的工具链，包括 CLI 和 API，专门用来处理 Git 仓库和代码库的自动化任务。虽然官方介绍...

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askimo-ai

本地优先的桌面 AI 平台

119

Askimo 是一个主打本地优先的 AI 智能体平台，同时提供了桌面端和命令行界面。它把聊天、RAG 搜索、多步工作流规划以及 MCP 工具集成在了一起。你可以把它看作是一个能接入多种模型的私人 AI 工作台。这个方向最近挺热，原因也不难理解：开发者希望在一个统一的界面里管理不同的模型和工具。它支...

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