编辑甄选 · OSS

GitHub 高星项目· 6 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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campfirein

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ByteRover CLI（前身为 Cipher）定位是自主编程智能体的“便携式记忆层”。当 AI 助手在处理复杂代码库时，最大的痛点往往是上下文丢失或对项目全局缺乏长期记忆。这个工具的思路挺有意思，它把记忆管理独立出来，作为一个专门的 CLI 层来服务各种 Coding Agent。通过解耦记忆...

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evalstate

Fast-Agent：快速构建与评估 Agent 的框架

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Fast-Agent 是一个用 Python 编写的框架，专注于 Agent 的编写、构建和评估。它的一个主要卖点是对 MCP（模型上下文协议）和 ACP 的深度支持，这意味着它可以很方便地作为客户端或服务端与其他标准化工具进行对接。这个项目的实用性在于它不仅关注 Agent 的运行，还把“评估”...

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codeaholicguy

统一 AI 编程助手的工程工作流

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现在市面上有各种各样的 AI 编程工具，比如 Cursor、Claude Code 等，但它们往往各自为战，缺乏统一的工程标准。这个项目试图解决这个问题，它提供了一套配置，让不同的 AI 编程 Agent 都能遵循相同的、可重复的工程工作流。简单说，它把软件开发拆解成了计划、记忆、验证、技能调用和...

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vstorm-co

Claude Code 风格智能体脚手架

825

这个项目基于 Pydantic AI 构建，旨在帮助开发者用 Python 打造类似 Claude Code 风格的深度智能体。它集成了工具调用、沙盒执行、多智能体协作、技能管理以及状态检查点等高级特性，并且支持 MCP（模型上下文协议）。这里有个小看点：它并没有从零开始造轮子，而是选择站在 Py...

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mensfeld

AI Agent 的隔离沙盒

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zaxbysauce

OpenCode 的架构师中心化智能体集群

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这个项目挺有意思，它不像是一个单打独斗的代码生成工具，而是为 OpenCode 设计的“架构师中心化”智能体集群插件。简单说，它采用了一种中心辐射型的编排方式，把任务分发给不同的专家智能体（SME），涵盖了代码生成、质量保证审查等环节。这种方向最近挺热，原因也不难理解：随着代码库越来越复杂，单一的...

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