编辑甄选 · OSS

GitHub 高星项目· 2 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-assistant ai-tools cheating claude-code claude-skills cluely cluely-alternative cluely-clone final-round-ai agent-framework artificial-intelligence automation developer-tools llm multi-agent open-source rust workflow-automation claude hacs home-assistant home-automation mcp model-context-protocol ai-hedge-fund ai-quant anthropic byok docker-compose financial-ai fintech investment-research llm-agent local-first c cli coding-agent coding-assistant llama-cpp local-llm openai openrouter repl agentic-coding ai-coding ai-governance context-engineering context-gateway context-intelligence copilot cursor csharp cuda cuda-programming deepseek dotnet dspark gemma gemma4 gguf glm inference agents analytics antigravity cli-tool codex cursor-ai insights kiro large-language-models agentic-workflows ai-workbench data-analysis deepseek-harness desktop-app dsh dsh-plugin electron batch-processing content-extraction data-collection firecrawl firecrawl-ai gemini-cli-extension javascript-rendering llm-tools mcp-server agent-client-protocol codex-cli course-downloader download-manager downloader hotmart-downloader instagram-downloader agent-skills ai-note-taking ai-second-brain claude-code-skill claude-memory claude-plugin claude-skill karpathy-llm-wiki agentic-ai ai-orchestration business-automation enterprise-ai erp fastapi global i18n pi pi-agent pi-desktop plugins ai-platform chatbot conversational-ai generative-ai llmops operating-system claude-code-skills agent-runtime api multi-model runtime ai-identity ai-memory digital-soul gemini-cli long-term-memory agent-memory memory rag copy-on-write embedded-database full-text-search hnsw hybrid-search langchain llamaindex mysql oceanbase python ai-sdk autonomous-agents durable-execution gemini human-in-the-loop a2a a2a-protocol agent-cli ai-agents-cli ai-workforce llm-runtime local-ai local-ai-agents agent-harness agent-observability agent-plugin agent-sandbox ai-infrastructure audit-logging devops docker amd gfx1151 gpu-inference hip inference-engine llm-serving long-context mixture-of-experts openai-api qwen acryl agent-context-relay agentic agentic-development-environment agentic-workflow agent-security ai-agent-permissions ai-safety api-gateway audit-trail authorization decionis execution-authority agent-workspace hermes-agent android apple-intelligence cpp diffusion-models edge flutter ios kotlin llamacpp multimodal ai-coding-assistant electron-app gui code-intelligence embeddings knowledge-base semantic-search agent agent-os grok-bot-alternative muse-alternative personal-ai self-hosted agent-loops agent-orchestration data-catalog data-governance data-integration data-lineage data-pipeline data-platform database-management er-diagram internal-tools cross-platform database-client database-gui database-tool mariadb postgresql ai-animation ai-video-generator capcut claude-agent-sdk content-creation ffmpeg image-to-video multi-provider novel-to-video knowledge-graph markdown muapi bm25 coding-agents git-native go golang llm-memory ai-code-review code-review devtools bun git-worktree bubbletea command-code grok agentops ecommerce java langgraph rabbitmq spring-boot github-actions harness ai-agent-skills codex-skills cross-runtime ai-cost-tracking gateway llm-observability llm-router ide novel groq linux macos nvidia parakeet speech-to-text openclaw ai-calling asterisk-ari inbound-calls no-code on-prem-voice-agent-platform open-source-voice-ai outbound-calls pipecat agent-improvement ai-recommendations continuous-improvement developer-productivity prompt-engineering reusable-skills claude-code-plugins marketplace browser web ai-coding-agent gentle-ai openspec chatops discord microsoft-teams canvas javascript nle reels video-editing video-editor zero-dependency anthropic-api chat inference-gateway lightseek responses-api routing ai-coding-workflow ai-development-dashboard ai-progress-tracking ai-workflow code-workflow coding-agent-orchestration cursor-agent development-kanban claude-ai local-echo opencode ai-observability agent-api conformance-testing harness-engineering hermes open-protocol acp

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Dataojitori

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别把它看成普通的向量数据库，Nocturne Memory 是一个专门为 MCP Agent 设计的长期记忆服务器。它的核心卖点是轻量、支持回滚，并且提供了可视化的图结构记忆。这个方向最近挺热，原因也不难理解：传统的向量 RAG 在处理复杂逻辑和上下文关联时经常“失忆”或产生幻觉。Nocturne...

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kitfunso

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这个项目的切入点很有意思，它没有走传统的数据库路线，而是试图模仿生物大脑的记忆机制。Hippo Memory 为 AI Agent 引入了记忆衰退、检索强化和记忆巩固等概念。在技术实现上，它非常克制：零运行时依赖，底层基于 SQLite，并且原生支持 MCP（模型上下文协议）。这意味着你可以很轻量...

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