{ "scope": "model_related_tool_registry", "source_timestamp": "2026-05-27T01:45:00.000Z", "items": [ { "slug": "openrouter", "name": "OpenRouter", "category": "api_aggregation_routing", "website_url": "https://openrouter.ai/", "description_zh": "跨模型 API 聚合与路由平台，也提供公开可见的模型榜单和价格信息。", "description_en": "Cross-model API aggregation and routing platform with public model ranking and pricing surfaces.", "tags": [ "api-routing", "pricing", "hot-ranking", "priority-monitoring" ], "lifecycle_status": "active", "provenance": { "source_url": "https://openrouter.ai/", "source_title": "OpenRouter", "source_type": "official", "source_priority": "P0", "confidence": "high", "verified_at": "2026-05-26T00:00:00.000Z", "verification_status": "verified", "collected_at": "2026-05-26T00:00:00.000Z" }, "public_metrics": { "github_stars_total": null, "github_forks_total": null, "github_open_issues": null, "github_pushed_at": null, "recorded_at": "2026-05-26T17:30:00.000Z", "source_url": "https://openrouter.ai/", "source_title": "Official source" }, "monitoring_note_zh": "重点观察模型路由、价格与热门榜单入口；公开调用总量不做推断。", "monitoring_note_en": "Priority watch for routing, pricing, and hot-ranking surfaces; total market usage is not inferred.", "review_summary_zh": "暂未登记可靠公开评价指标；保留官方来源和后续社区来源位。", "review_summary_en": "No reliable public review metric is attached yet; official source and future community lanes are retained." }, { "slug": "litellm", "name": "LiteLLM", "category": "api_aggregation_routing", "website_url": "https://www.litellm.ai/", "github_repo": "https://github.com/BerriAI/litellm", "package_name": "litellm", "description_zh": "统一 OpenAI 兼容接口、路由、预算和网关能力的模型访问层。", "description_en": "Model access layer for OpenAI-compatible APIs, routing, budgets, and gateway operations.", "tags": [ "api-routing", "gateway", "openai-compatible" ], "lifecycle_status": "active", "provenance": { "source_url": "https://www.litellm.ai/", "source_title": "LiteLLM", "source_type": "official", "source_priority": "P0", "confidence": "high", "verified_at": "2026-05-26T00:00:00.000Z", "verification_status": "verified", "collected_at": "2026-05-26T00:00:00.000Z" }, "public_metrics": { "github_stars_total": 48319, "github_forks_total": 8364, "github_open_issues": 3379, "github_pushed_at": "2026-05-26T17:04:39Z", "recorded_at": "2026-05-26T17:30:00.000Z", "source_url": "https://github.com/BerriAI/litellm", "source_title": "GitHub repository public metadata" }, "review_summary_zh": "GitHub 公开指标显示 48,319 stars、8,364 forks、3,379 个 open issues，最近推送 2026-05-26。", "review_summary_en": "GitHub public metadata shows 48,319 stars, 8,364 forks, 3,379 open issues, and latest push on 2026-05-26.", "monitoring_note_zh": "按生态角色监控官方来源与公开采用信号。", "monitoring_note_en": "Monitored by ecosystem role with official sources and public adoption signals." }, { "slug": "portkey", "name": "Portkey", "category": "api_aggregation_routing", "website_url": "https://portkey.ai/", "github_repo": "https://github.com/Portkey-AI/gateway", "description_zh": "LLM 网关、路由、可观测性和治理平台。", "description_en": "LLM gateway, routing, observability, and governance platform.", "tags": [ "api-routing", "gateway", "observability" ], "lifecycle_status": "active", "provenance": { "source_url": "https://portkey.ai/", "source_title": "Portkey", "source_type": "official", "source_priority": "P0", "confidence": "high", "verified_at": "2026-05-26T00:00:00.000Z", "verification_status": "verified", "collected_at": "2026-05-26T00:00:00.000Z" }, "public_metrics": { "github_stars_total": 11858, "github_forks_total": 1085, "github_open_issues": 173, "github_pushed_at": "2026-05-25T13:54:51Z", "recorded_at": "2026-05-26T17:30:00.000Z", "source_url": "https://github.com/Portkey-AI/gateway", "source_title": "GitHub repository public metadata" }, "review_summary_zh": "GitHub 公开指标显示 11,858 stars、1,085 forks、173 个 open issues，最近推送 2026-05-25。", "review_summary_en": "GitHub public metadata shows 11,858 stars, 1,085 forks, 173 open issues, and latest push on 2026-05-25.", "monitoring_note_zh": "按生态角色监控官方来源与公开采用信号。", "monitoring_note_en": "Monitored by ecosystem role with official sources and public adoption signals." }, { "slug": "helicone", "name": "Helicone", "category": "observability_cost", "website_url": "https://www.helicone.ai/", "github_repo": "https://github.com/Helicone/helicone", "description_zh": "面向 LLM API 的日志、分析、成本与网关可观测平台。", "description_en": "Logging, analytics, cost, and gateway observability platform for LLM APIs.", "tags": [ "observability", "cost", "api-routing" ], "lifecycle_status": "active", "provenance": { "source_url": "https://www.helicone.ai/", "source_title": "Helicone", "source_type": "official", "source_priority": "P0", "confidence": "high", "verified_at": "2026-05-26T00:00:00.000Z", "verification_status": "verified", "collected_at": "2026-05-26T00:00:00.000Z" }, "public_metrics": { "github_stars_total": 5733, "github_forks_total": 589, "github_open_issues": 102, "github_pushed_at": "2026-05-18T23:17:57Z", "recorded_at": "2026-05-26T17:30:00.000Z", "source_url": "https://github.com/Helicone/helicone", "source_title": "GitHub repository public metadata" }, "review_summary_zh": "GitHub 公开指标显示 5,733 stars、589 forks、102 个 open issues，最近推送 2026-05-18。", "review_summary_en": "GitHub public metadata shows 5,733 stars, 589 forks, 102 open issues, and latest push on 2026-05-18.", "monitoring_note_zh": "按生态角色监控官方来源与公开采用信号。", "monitoring_note_en": "Monitored by ecosystem role with official sources and public adoption signals." }, { "slug": "lmarena-chatbot-arena", "name": "LMSYS / Chatbot Arena", "category": "model_evaluation", "website_url": "https://lmarena.ai/", "github_repo": "https://github.com/lm-sys/FastChat", "description_zh": "基于公开对战与投票的模型评测与排行榜平台。", "description_en": "Model evaluation and leaderboard platform based on public battles and votes.", "tags": [ "benchmark", "leaderboard", "model-evaluation" ], "lifecycle_status": "active", "provenance": { "source_url": "https://lmarena.ai/", "source_title": "LMArena", "source_type": "benchmark", "source_priority": "P1", "confidence": "high", "verified_at": "2026-05-26T00:00:00.000Z", "verification_status": "verified", "collected_at": "2026-05-26T00:00:00.000Z" }, "public_metrics": { "github_stars_total": 39485, "github_forks_total": 4788, "github_open_issues": 1036, "github_pushed_at": "2026-05-01T00:25:53Z", "recorded_at": "2026-05-26T17:30:00.000Z", "source_url": "https://github.com/lm-sys/FastChat", "source_title": "GitHub repository public metadata" }, "review_summary_zh": "GitHub 公开指标显示 39,485 stars、4,788 forks、1,036 个 open issues，最近推送 2026-05-01。", "review_summary_en": "GitHub public metadata shows 39,485 stars, 4,788 forks, 1,036 open issues, and latest push on 2026-05-01.", "monitoring_note_zh": "按生态角色监控官方来源与公开采用信号。", "monitoring_note_en": "Monitored by ecosystem role with official sources and public adoption signals." }, { "slug": "opencompass", "name": "OpenCompass", "category": "model_evaluation", "website_url": "https://opencompass.org.cn/", "github_repo": "https://github.com/open-compass/opencompass", "package_name": "opencompass", "description_zh": "开源大模型评测体系和榜单工具。", "description_en": "Open-source evaluation framework and leaderboard tooling for large models.", "tags": [ "benchmark", "evaluation", "open-source" ], "lifecycle_status": "active", "provenance": { "source_url": "https://opencompass.org.cn/", "source_title": "OpenCompass", "source_type": "official", "source_priority": "P0", "confidence": "high", "verified_at": "2026-05-26T00:00:00.000Z", "verification_status": "verified", "collected_at": "2026-05-26T00:00:00.000Z" }, "public_metrics": { "github_stars_total": 7031, "github_forks_total": 780, "github_open_issues": 460, "github_pushed_at": "2026-05-25T03:37:26Z", "recorded_at": "2026-05-26T17:30:00.000Z", "source_url": "https://github.com/open-compass/opencompass", "source_title": "GitHub repository public metadata" }, "review_summary_zh": "GitHub 公开指标显示 7,031 stars、780 forks、460 个 open issues，最近推送 2026-05-25。", "review_summary_en": "GitHub public metadata shows 7,031 stars, 780 forks, 460 open issues, and latest push on 2026-05-25.", "monitoring_note_zh": "按生态角色监控官方来源与公开采用信号。", "monitoring_note_en": "Monitored by ecosystem role with official sources and public adoption signals." }, { "slug": "inspect-ai", "name": "Inspect", "category": "model_evaluation", "website_url": "https://inspect.aisi.org.uk/", "github_repo": "https://github.com/UKGovernmentBEIS/inspect_ai", "package_name": "inspect-ai", "description_zh": "用于大模型安全和能力评测的开源评测框架。", "description_en": "Open-source evaluation framework for model capability and safety assessments.", "tags": [ "evaluation", "safety", "open-source" ], "lifecycle_status": "active", "provenance": { "source_url": "https://inspect.aisi.org.uk/", "source_title": "Inspect", "source_type": "official", "source_priority": "P0", "confidence": "high", "verified_at": "2026-05-26T00:00:00.000Z", "verification_status": "verified", "collected_at": "2026-05-26T00:00:00.000Z" }, "public_metrics": { "github_stars_total": 2128, "github_forks_total": 526, "github_open_issues": 166, "github_pushed_at": "2026-05-26T16:56:13Z", "recorded_at": "2026-05-26T17:30:00.000Z", "source_url": "https://github.com/UKGovernmentBEIS/inspect_ai", "source_title": "GitHub repository public metadata" }, "review_summary_zh": "GitHub 公开指标显示 2,128 stars、526 forks、166 个 open issues，最近推送 2026-05-26。", "review_summary_en": "GitHub public metadata shows 2,128 stars, 526 forks, 166 open issues, and latest push on 2026-05-26.", "monitoring_note_zh": "按生态角色监控官方来源与公开采用信号。", "monitoring_note_en": "Monitored by ecosystem role with official sources and public adoption signals." }, { "slug": "eleutherai-lm-eval", "name": "EleutherAI lm-eval", "category": "model_evaluation", "website_url": "https://github.com/EleutherAI/lm-evaluation-harness", "github_repo": "https://github.com/EleutherAI/lm-evaluation-harness", "package_name": "lm-eval", "description_zh": "EleutherAI 维护的语言模型评测框架。", "description_en": "Language model evaluation harness maintained by EleutherAI.", "tags": [ "evaluation", "benchmark", "open-source" ], "lifecycle_status": "active", "provenance": { "source_url": "https://github.com/EleutherAI/lm-evaluation-harness", "source_title": "EleutherAI lm-evaluation-harness", "source_type": "official", "source_priority": "P0", "confidence": "high", "verified_at": "2026-05-26T00:00:00.000Z", "verification_status": "verified", "collected_at": "2026-05-26T00:00:00.000Z" }, "public_metrics": { "github_stars_total": 12701, "github_forks_total": 3288, "github_open_issues": 823, "github_pushed_at": "2026-05-11T14:24:53Z", "recorded_at": "2026-05-26T17:30:00.000Z", "source_url": "https://github.com/EleutherAI/lm-evaluation-harness", "source_title": "GitHub repository public metadata" }, "review_summary_zh": "GitHub 公开指标显示 12,701 stars、3,288 forks、823 个 open issues，最近推送 2026-05-11。", "review_summary_en": "GitHub public metadata shows 12,701 stars, 3,288 forks, 823 open issues, and latest push on 2026-05-11.", "monitoring_note_zh": "按生态角色监控官方来源与公开采用信号。", "monitoring_note_en": "Monitored by ecosystem role with official sources and public adoption signals." }, { "slug": "ragas", "name": "Ragas", "category": "model_evaluation", "website_url": "https://docs.ragas.io/", "github_repo": "https://github.com/explodinggradients/ragas", "package_name": "ragas", "description_zh": "面向 RAG 与 LLM 应用的评测框架。", "description_en": "Evaluation framework for RAG and LLM applications.", "tags": [ "rag", "evaluation", "open-source" ], "lifecycle_status": "active", "provenance": { "source_url": "https://docs.ragas.io/", "source_title": "Ragas documentation", "source_type": "official", "source_priority": "P0", "confidence": "high", "verified_at": "2026-05-26T00:00:00.000Z", "verification_status": "verified", "collected_at": "2026-05-26T00:00:00.000Z" }, "public_metrics": { "github_stars_total": 14072, "github_forks_total": 1442, "github_open_issues": 415, "github_pushed_at": "2026-02-24T07:47:19Z", "recorded_at": "2026-05-26T17:30:00.000Z", "source_url": "https://github.com/vibrantlabsai/ragas", "source_title": "GitHub repository public metadata" }, "review_summary_zh": "GitHub 公开指标显示 14,072 stars、1,442 forks、415 个 open issues，最近推送 2026-02-24。", "review_summary_en": "GitHub public metadata shows 14,072 stars, 1,442 forks, 415 open issues, and latest push on 2026-02-24.", "monitoring_note_zh": "按生态角色监控官方来源与公开采用信号。", "monitoring_note_en": "Monitored by ecosystem role with official sources and public adoption signals." }, { "slug": "langchain", "name": "LangChain", "category": "agent_framework", "website_url": "https://www.langchain.com/", "github_repo": "https://github.com/langchain-ai/langchain", "package_name": "langchain", "description_zh": "用于 LLM 应用、Agent、工具调用和工作流编排的开发框架。", "description_en": "Development framework for LLM applications, agents, tool use, and orchestration.", "tags": [ "agent-framework", "workflow", "rag" ], "lifecycle_status": "active", "provenance": { "source_url": "https://www.langchain.com/", "source_title": "LangChain", "source_type": "official", "source_priority": "P0", "confidence": "high", "verified_at": "2026-05-26T00:00:00.000Z", "verification_status": "verified", "collected_at": "2026-05-26T00:00:00.000Z" }, "public_metrics": { "github_stars_total": 137689, "github_forks_total": 22808, "github_open_issues": 587, "github_pushed_at": "2026-05-26T17:24:02Z", "recorded_at": "2026-05-26T17:30:00.000Z", "source_url": "https://github.com/langchain-ai/langchain", "source_title": "GitHub repository public metadata" }, "review_summary_zh": "GitHub 公开指标显示 137,689 stars、22,808 forks、587 个 open issues，最近推送 2026-05-26。", "review_summary_en": "GitHub public metadata shows 137,689 stars, 22,808 forks, 587 open issues, and latest push on 2026-05-26.", "monitoring_note_zh": "按生态角色监控官方来源与公开采用信号。", "monitoring_note_en": "Monitored by ecosystem role with official sources and public adoption signals." }, { "slug": "llamaindex", "name": "LlamaIndex", "category": "agent_framework", "website_url": "https://www.llamaindex.ai/", "github_repo": "https://github.com/run-llama/llama_index", "package_name": "llama-index", "description_zh": "面向数据连接、RAG、Agent 和知识工作流的开发框架。", "description_en": "Development framework for data connection, RAG, agents, and knowledge workflows.", "tags": [ "agent-framework", "rag", "data" ], "lifecycle_status": "active", "provenance": { "source_url": "https://www.llamaindex.ai/", "source_title": "LlamaIndex", "source_type": "official", "source_priority": "P0", "confidence": "high", "verified_at": "2026-05-26T00:00:00.000Z", "verification_status": "verified", "collected_at": "2026-05-26T00:00:00.000Z" }, "public_metrics": { "github_stars_total": 49680, "github_forks_total": 7462, "github_open_issues": 398, "github_pushed_at": "2026-05-20T21:38:30Z", "recorded_at": "2026-05-26T17:30:00.000Z", "source_url": "https://github.com/run-llama/llama_index", "source_title": "GitHub repository public metadata" }, "review_summary_zh": "GitHub 公开指标显示 49,680 stars、7,462 forks、398 个 open issues，最近推送 2026-05-20。", "review_summary_en": "GitHub public metadata shows 49,680 stars, 7,462 forks, 398 open issues, and latest push on 2026-05-20.", "monitoring_note_zh": "按生态角色监控官方来源与公开采用信号。", "monitoring_note_en": "Monitored by ecosystem role with official sources and public adoption signals." }, { "slug": "autogen", "name": "AutoGen", "category": "agent_framework", "website_url": "https://microsoft.github.io/autogen/", "github_repo": "https://github.com/microsoft/autogen", "package_name": "autogen-agentchat", "description_zh": "微软开源的多 Agent 应用开发框架。", "description_en": "Microsoft open-source framework for multi-agent applications.", "tags": [ "agent-framework", "multi-agent", "open-source" ], "lifecycle_status": "active", "provenance": { "source_url": "https://microsoft.github.io/autogen/", "source_title": "AutoGen", "source_type": "official", "source_priority": "P0", "confidence": "high", "verified_at": "2026-05-26T00:00:00.000Z", "verification_status": "verified", "collected_at": "2026-05-26T00:00:00.000Z" }, "public_metrics": { "github_stars_total": 58424, "github_forks_total": 8815, "github_open_issues": 861, "github_pushed_at": "2026-04-15T11:59:09Z", "recorded_at": "2026-05-26T17:30:00.000Z", "source_url": "https://github.com/microsoft/autogen", "source_title": "GitHub repository public metadata" }, "review_summary_zh": "GitHub 公开指标显示 58,424 stars、8,815 forks、861 个 open issues，最近推送 2026-04-15。", "review_summary_en": "GitHub public metadata shows 58,424 stars, 8,815 forks, 861 open issues, and latest push on 2026-04-15.", "monitoring_note_zh": "按生态角色监控官方来源与公开采用信号。", "monitoring_note_en": "Monitored by ecosystem role with official sources and public adoption signals." }, { "slug": "crewai", "name": "CrewAI", "category": "agent_framework", "website_url": "https://www.crewai.com/", "github_repo": "https://github.com/crewAIInc/crewAI", "package_name": "crewai", "description_zh": "面向多 Agent 编排和自动化工作流的框架。", "description_en": "Framework for multi-agent orchestration and automated workflows.", "tags": [ "agent-framework", "multi-agent", "workflow" ], "lifecycle_status": "active", "provenance": { "source_url": "https://www.crewai.com/", "source_title": "CrewAI", "source_type": "official", "source_priority": "P0", "confidence": "high", "verified_at": "2026-05-26T00:00:00.000Z", "verification_status": "verified", "collected_at": "2026-05-26T00:00:00.000Z" }, "public_metrics": { "github_stars_total": 52224, "github_forks_total": 7253, "github_open_issues": 362, "github_pushed_at": "2026-05-26T17:25:28Z", "recorded_at": "2026-05-26T17:30:00.000Z", "source_url": "https://github.com/crewAIInc/crewAI", "source_title": "GitHub repository public metadata" }, "review_summary_zh": "GitHub 公开指标显示 52,224 stars、7,253 forks、362 个 open issues，最近推送 2026-05-26。", "review_summary_en": "GitHub public metadata shows 52,224 stars, 7,253 forks, 362 open issues, and latest push on 2026-05-26.", "monitoring_note_zh": "按生态角色监控官方来源与公开采用信号。", "monitoring_note_en": "Monitored by ecosystem role with official sources and public adoption signals." }, { "slug": "openai-agents-sdk", "name": "OpenAI Agents SDK", "category": "agent_framework", "website_url": "https://openai.github.io/openai-agents-python/", "github_repo": "https://github.com/openai/openai-agents-python", "package_name": "openai-agents", "description_zh": "OpenAI 官方 Agents SDK，用于构建工具调用、handoff 和可观测 Agent 应用。", "description_en": "Official OpenAI Agents SDK for tool-using, handoff-capable, observable agent applications.", "tags": [ "agent-framework", "openai", "priority-monitoring" ], "lifecycle_status": "active", "provenance": { "source_url": "https://openai.github.io/openai-agents-python/", "source_title": "OpenAI Agents SDK", "source_type": "official", "source_priority": "P0", "confidence": "high", "verified_at": "2026-05-26T00:00:00.000Z", "verification_status": "verified", "collected_at": "2026-05-26T00:00:00.000Z" }, "public_metrics": { "github_stars_total": 26676, "github_forks_total": 4105, "github_open_issues": 110, "github_pushed_at": "2026-05-26T08:53:37Z", "recorded_at": "2026-05-26T17:30:00.000Z", "source_url": "https://github.com/openai/openai-agents-python", "source_title": "GitHub repository public metadata" }, "review_summary_zh": "GitHub 公开指标显示 26,676 stars、4,105 forks、110 个 open issues，最近推送 2026-05-26。", "review_summary_en": "GitHub public metadata shows 26,676 stars, 4,105 forks, 110 open issues, and latest push on 2026-05-26.", "monitoring_note_zh": "重点观察 Agent SDK 生态采用，展示 GitHub 仓库活跃度与官方文档来源。", "monitoring_note_en": "Priority watch for Agent SDK adoption, showing GitHub repository activity plus official documentation." }, { "slug": "claude-code", "name": "Claude Code", "category": "coding_agent", "website_url": "https://docs.anthropic.com/en/docs/claude-code", "description_zh": "Anthropic 的交互式编码 Agent 工具，是重点监控的开发者工作流对象。", "description_en": "Anthropic interactive coding agent tool and a priority monitored developer workflow object.", "tags": [ "coding-agent", "anthropic", "priority-monitoring" ], "lifecycle_status": "active", "provenance": { "source_url": "https://docs.anthropic.com/en/docs/claude-code", "source_title": "Claude Code documentation", "source_type": "official", "source_priority": "P0", "confidence": "high", "verified_at": "2026-05-26T00:00:00.000Z", "verification_status": "verified", "collected_at": "2026-05-26T00:00:00.000Z" }, "github_repo": "https://github.com/anthropics/claude-code", "public_metrics": { "github_stars_total": 126759, "github_forks_total": 20783, "github_open_issues": 9599, "github_pushed_at": "2026-05-27T01:30:58Z", "recorded_at": "2026-05-27T01:45:00.000Z", "source_url": "https://github.com/anthropics/claude-code", "source_title": "GitHub repository public metadata" }, "review_summary_zh": "GitHub 公开指标显示 126,759 stars、20,783 forks、9,599 个 open issues。最新可见问题集中在完成状态提示、MCP/连接器、Windows Cowork 与账号/计费入口异常。", "review_summary_en": "GitHub public metadata shows 126,759 stars, 20,783 forks, and 9,599 open issues. Latest visible issues cluster around completion status, MCP/connectors, Windows Cowork, and account or billing access problems.", "monitoring_note_zh": "重点观察 coding agent 使用与问题反馈，展示 GitHub 仓库活跃度、官方文档来源和最新 issue 主题。", "monitoring_note_en": "Priority watch for coding-agent usage and feedback, showing GitHub activity, official documentation, and latest issue themes." }, { "slug": "codex-ecosystem", "name": "Codex ecosystem", "category": "coding_agent", "website_url": "https://developers.openai.com/codex/", "description_zh": "OpenAI Codex 相关编码 Agent 和开发者工具生态，是重点监控对象。", "description_en": "OpenAI Codex-related coding agent and developer tool ecosystem, tracked as a priority object.", "tags": [ "coding-agent", "openai", "priority-monitoring" ], "lifecycle_status": "active", "provenance": { "source_url": "https://developers.openai.com/codex/", "source_title": "OpenAI Codex", "source_type": "official", "source_priority": "P0", "confidence": "high", "verified_at": "2026-05-26T00:00:00.000Z", "verification_status": "verified", "collected_at": "2026-05-26T00:00:00.000Z" }, "github_repo": "https://github.com/openai/codex", "public_metrics": { "github_stars_total": 85970, "github_forks_total": 12551, "github_open_issues": 5196, "github_pushed_at": "2026-05-27T01:39:17Z", "recorded_at": "2026-05-27T01:45:00.000Z", "source_url": "https://github.com/openai/codex", "source_title": "GitHub repository public metadata" }, "review_summary_zh": "GitHub 公开指标显示 85,970 stars、12,551 forks、5,196 个 open issues。最新可见问题集中在桌面端常驻、技能/命令发现、图片密集会话性能和连接器缓存。", "review_summary_en": "GitHub public metadata shows 85,970 stars, 12,551 forks, and 5,196 open issues. Latest visible issues cluster around desktop background behavior, skill/command discovery, image-heavy session performance, and connector caching.", "monitoring_note_zh": "重点观察 coding agent 与开发工作流，展示 GitHub 仓库活跃度、官方来源和最新 issue 主题。", "monitoring_note_en": "Priority watch for coding-agent and developer workflows, showing GitHub activity, official sources, and latest issue themes." }, { "slug": "openclaw", "name": "OpenClaw", "category": "prompt_workflow_skill", "website_url": "https://openclaw.ai/", "description_zh": "面向 Agent 技能、工作流封装和可复用执行单元的工具对象，是重点监控对象。", "description_en": "Tool object for agent skills, workflow packaging, and reusable execution units, tracked as a priority object.", "tags": [ "workflow-skill", "agent-tool", "priority-monitoring" ], "lifecycle_status": "active", "provenance": { "source_url": "https://openclaw.ai/", "source_title": "OpenClaw official website", "source_type": "official", "source_priority": "P0", "confidence": "high", "verified_at": "2026-05-27T01:45:00.000Z", "verification_status": "verified", "collected_at": "2026-05-27T01:45:00.000Z" }, "public_metrics": { "github_stars_total": 374883, "github_forks_total": 78108, "github_open_issues": 6909, "github_pushed_at": "2026-05-27T01:39:01Z", "recorded_at": "2026-05-27T01:45:00.000Z", "source_url": "https://github.com/openclaw/openclaw", "source_title": "GitHub repository public metadata" }, "monitoring_note_zh": "重点观察 Agent 技能与工作流封装生态，展示官方站点、GitHub 仓库活跃度和后续社区评价来源位。", "monitoring_note_en": "Priority watch for agent skills and workflow packaging, showing official site, GitHub activity, and future community review lanes.", "review_summary_zh": "GitHub 公开指标显示 374,883 stars、78,108 forks、6,909 个 open issues，仓库 2026-05-27 仍有推送活动。", "review_summary_en": "GitHub public metadata shows 374,883 stars, 78,108 forks, 6,909 open issues, and repository push activity on 2026-05-27.", "github_repo": "https://github.com/openclaw/openclaw" }, { "slug": "vllm", "name": "vLLM", "category": "inference_deployment", "website_url": "https://docs.vllm.ai/", "github_repo": "https://github.com/vllm-project/vllm", "package_name": "vllm", "description_zh": "高吞吐 LLM 推理与服务框架。", "description_en": "High-throughput LLM inference and serving framework.", "tags": [ "inference", "deployment", "open-source" ], "lifecycle_status": "active", "provenance": { "source_url": "https://docs.vllm.ai/", "source_title": "vLLM documentation", "source_type": "official", "source_priority": "P0", "confidence": "high", "verified_at": "2026-05-26T00:00:00.000Z", "verification_status": "verified", "collected_at": "2026-05-26T00:00:00.000Z" }, "public_metrics": { "github_stars_total": 81052, "github_forks_total": 17264, "github_open_issues": 5039, "github_pushed_at": "2026-05-26T17:11:27Z", "recorded_at": "2026-05-26T17:30:00.000Z", "source_url": "https://github.com/vllm-project/vllm", "source_title": "GitHub repository public metadata" }, "review_summary_zh": "GitHub 公开指标显示 81,052 stars、17,264 forks、5,039 个 open issues，最近推送 2026-05-26。", "review_summary_en": "GitHub public metadata shows 81,052 stars, 17,264 forks, 5,039 open issues, and latest push on 2026-05-26.", "monitoring_note_zh": "按生态角色监控官方来源与公开采用信号。", "monitoring_note_en": "Monitored by ecosystem role with official sources and public adoption signals." }, { "slug": "sglang", "name": "SGLang", "category": "inference_deployment", "website_url": "https://docs.sglang.ai/", "github_repo": "https://github.com/sgl-project/sglang", "package_name": "sglang", "description_zh": "面向大语言模型与视觉语言模型的推理服务框架。", "description_en": "Inference serving framework for language and vision-language models.", "tags": [ "inference", "deployment", "open-source" ], "lifecycle_status": "active", "provenance": { "source_url": "https://docs.sglang.ai/", "source_title": "SGLang documentation", "source_type": "official", "source_priority": "P0", "confidence": "high", "verified_at": "2026-05-26T00:00:00.000Z", "verification_status": "verified", "collected_at": "2026-05-26T00:00:00.000Z" }, "public_metrics": { "github_stars_total": 28295, "github_forks_total": 6150, "github_open_issues": 3557, "github_pushed_at": "2026-05-26T17:19:45Z", "recorded_at": "2026-05-26T17:30:00.000Z", "source_url": "https://github.com/sgl-project/sglang", "source_title": "GitHub repository public metadata" }, "review_summary_zh": "GitHub 公开指标显示 28,295 stars、6,150 forks、3,557 个 open issues，最近推送 2026-05-26。", "review_summary_en": "GitHub public metadata shows 28,295 stars, 6,150 forks, 3,557 open issues, and latest push on 2026-05-26.", "monitoring_note_zh": "按生态角色监控官方来源与公开采用信号。", "monitoring_note_en": "Monitored by ecosystem role with official sources and public adoption signals." }, { "slug": "tensorrt-llm", "name": "TensorRT-LLM", "category": "inference_deployment", "website_url": "https://nvidia.github.io/TensorRT-LLM/", "github_repo": "https://github.com/NVIDIA/TensorRT-LLM", "description_zh": "NVIDIA 面向大模型推理优化与部署的 TensorRT-LLM 工具链。", "description_en": "NVIDIA TensorRT-LLM tooling for optimized large-model inference and deployment.", "tags": [ "inference", "deployment", "nvidia" ], "lifecycle_status": "active", "provenance": { "source_url": "https://nvidia.github.io/TensorRT-LLM/", "source_title": "TensorRT-LLM documentation", "source_type": "official", "source_priority": "P0", "confidence": "high", "verified_at": "2026-05-26T00:00:00.000Z", "verification_status": "verified", "collected_at": "2026-05-26T00:00:00.000Z" }, "public_metrics": { "github_stars_total": 13734, "github_forks_total": 2410, "github_open_issues": 1304, "github_pushed_at": "2026-05-26T13:28:27Z", "recorded_at": "2026-05-26T17:30:00.000Z", "source_url": "https://github.com/NVIDIA/TensorRT-LLM", "source_title": "GitHub repository public metadata" }, "review_summary_zh": "GitHub 公开指标显示 13,734 stars、2,410 forks、1,304 个 open issues，最近推送 2026-05-26。", "review_summary_en": "GitHub public metadata shows 13,734 stars, 2,410 forks, 1,304 open issues, and latest push on 2026-05-26.", "monitoring_note_zh": "按生态角色监控官方来源与公开采用信号。", "monitoring_note_en": "Monitored by ecosystem role with official sources and public adoption signals." }, { "slug": "ollama", "name": "Ollama", "category": "local_model_platform", "website_url": "https://ollama.com/", "github_repo": "https://github.com/ollama/ollama", "description_zh": "本地运行与管理大模型的平台和运行时。", "description_en": "Local model runtime and management platform.", "tags": [ "local-model-platform", "inference", "open-source" ], "lifecycle_status": "active", "provenance": { "source_url": "https://ollama.com/", "source_title": "Ollama", "source_type": "official", "source_priority": "P0", "confidence": "high", "verified_at": "2026-05-26T00:00:00.000Z", "verification_status": "verified", "collected_at": "2026-05-26T00:00:00.000Z" }, "public_metrics": { "github_stars_total": 172351, "github_forks_total": 16297, "github_open_issues": 3275, "github_pushed_at": "2026-05-25T15:35:15Z", "recorded_at": "2026-05-26T17:30:00.000Z", "source_url": "https://github.com/ollama/ollama", "source_title": "GitHub repository public metadata" }, "review_summary_zh": "GitHub 公开指标显示 172,351 stars、16,297 forks、3,275 个 open issues，最近推送 2026-05-25。", "review_summary_en": "GitHub public metadata shows 172,351 stars, 16,297 forks, 3,275 open issues, and latest push on 2026-05-25.", "monitoring_note_zh": "按生态角色监控官方来源与公开采用信号。", "monitoring_note_en": "Monitored by ecosystem role with official sources and public adoption signals." }, { "slug": "lm-studio", "name": "LM Studio", "category": "local_model_platform", "website_url": "https://lmstudio.ai/", "description_zh": "本地模型下载、运行、聊天和本地 API 平台。", "description_en": "Local model download, runtime, chat, and local API platform.", "tags": [ "local-model-platform", "desktop", "inference" ], "lifecycle_status": "active", "provenance": { "source_url": "https://lmstudio.ai/", "source_title": "LM Studio", "source_type": "official", "source_priority": "P0", "confidence": "high", "verified_at": "2026-05-26T00:00:00.000Z", "verification_status": "verified", "collected_at": "2026-05-26T00:00:00.000Z" }, "public_metrics": { "github_stars_total": null, "github_forks_total": null, "github_open_issues": null, "github_pushed_at": null, "recorded_at": "2026-05-26T17:30:00.000Z", "source_url": "https://lmstudio.ai/", "source_title": "Official source" }, "monitoring_note_zh": "按生态角色监控官方来源与公开采用信号。", "monitoring_note_en": "Monitored by ecosystem role with official sources and public adoption signals.", "review_summary_zh": "暂未登记可靠公开评价指标；保留官方来源和后续社区来源位。", "review_summary_en": "No reliable public review metric is attached yet; official source and future community lanes are retained." }, { "slug": "llama-cpp", "name": "llama.cpp", "category": "inference_deployment", "website_url": "https://github.com/ggml-org/llama.cpp", "github_repo": "https://github.com/ggml-org/llama.cpp", "description_zh": "面向本地和边缘设备的 C/C++ LLM 推理项目。", "description_en": "C/C++ LLM inference project for local and edge environments.", "tags": [ "inference", "edge", "open-source" ], "lifecycle_status": "active", "provenance": { "source_url": "https://github.com/ggml-org/llama.cpp", "source_title": "llama.cpp", "source_type": "official", "source_priority": "P0", "confidence": "high", "verified_at": "2026-05-26T00:00:00.000Z", "verification_status": "verified", "collected_at": "2026-05-26T00:00:00.000Z" }, "public_metrics": { "github_stars_total": 113167, "github_forks_total": 18806, "github_open_issues": 1730, "github_pushed_at": "2026-05-26T17:15:05Z", "recorded_at": "2026-05-26T17:30:00.000Z", "source_url": "https://github.com/ggml-org/llama.cpp", "source_title": "GitHub repository public metadata" }, "review_summary_zh": "GitHub 公开指标显示 113,167 stars、18,806 forks、1,730 个 open issues，最近推送 2026-05-26。", "review_summary_en": "GitHub public metadata shows 113,167 stars, 18,806 forks, 1,730 open issues, and latest push on 2026-05-26.", "monitoring_note_zh": "按生态角色监控官方来源与公开采用信号。", "monitoring_note_en": "Monitored by ecosystem role with official sources and public adoption signals." }, { "slug": "langfuse", "name": "Langfuse", "category": "observability_cost", "website_url": "https://langfuse.com/", "github_repo": "https://github.com/langfuse/langfuse", "description_zh": "LLM 应用追踪、评测、提示管理和可观测平台。", "description_en": "LLM tracing, evaluation, prompt management, and observability platform.", "tags": [ "observability", "evaluation", "prompt-management" ], "lifecycle_status": "active", "provenance": { "source_url": "https://langfuse.com/", "source_title": "Langfuse", "source_type": "official", "source_priority": "P0", "confidence": "high", "verified_at": "2026-05-26T00:00:00.000Z", "verification_status": "verified", "collected_at": "2026-05-26T00:00:00.000Z" }, "public_metrics": { "github_stars_total": 27987, "github_forks_total": 2877, "github_open_issues": 643, "github_pushed_at": "2026-05-26T17:25:07Z", "recorded_at": "2026-05-26T17:30:00.000Z", "source_url": "https://github.com/langfuse/langfuse", "source_title": "GitHub repository public metadata" }, "review_summary_zh": "GitHub 公开指标显示 27,987 stars、2,877 forks、643 个 open issues，最近推送 2026-05-26。", "review_summary_en": "GitHub public metadata shows 27,987 stars, 2,877 forks, 643 open issues, and latest push on 2026-05-26.", "monitoring_note_zh": "按生态角色监控官方来源与公开采用信号。", "monitoring_note_en": "Monitored by ecosystem role with official sources and public adoption signals." }, { "slug": "promptlayer", "name": "PromptLayer", "category": "observability_cost", "website_url": "https://www.promptlayer.com/", "description_zh": "Prompt 管理、LLM 可观测性和评测平台。", "description_en": "Prompt management, LLM observability, and evaluation platform.", "tags": [ "observability", "prompt-management", "cost" ], "lifecycle_status": "active", "provenance": { "source_url": "https://www.promptlayer.com/", "source_title": "PromptLayer", "source_type": "official", "source_priority": "P0", "confidence": "high", "verified_at": "2026-05-26T00:00:00.000Z", "verification_status": "verified", "collected_at": "2026-05-26T00:00:00.000Z" }, "public_metrics": { "github_stars_total": null, "github_forks_total": null, "github_open_issues": null, "github_pushed_at": null, "recorded_at": "2026-05-26T17:30:00.000Z", "source_url": "https://www.promptlayer.com/", "source_title": "Official source" }, "monitoring_note_zh": "按生态角色监控官方来源与公开采用信号。", "monitoring_note_en": "Monitored by ecosystem role with official sources and public adoption signals.", "review_summary_zh": "暂未登记可靠公开评价指标；保留官方来源和后续社区来源位。", "review_summary_en": "No reliable public review metric is attached yet; official source and future community lanes are retained." }, { "slug": "langsmith", "name": "LangSmith", "category": "observability_cost", "website_url": "https://www.langchain.com/langsmith", "description_zh": "LangChain 生态中的 LLM 应用调试、评测和监控平台。", "description_en": "Diagnostics, evaluation, and monitoring platform for LLM applications in the LangChain ecosystem.", "tags": [ "observability", "evaluation", "langchain" ], "lifecycle_status": "active", "provenance": { "source_url": "https://www.langchain.com/langsmith", "source_title": "LangSmith", "source_type": "official", "source_priority": "P0", "confidence": "high", "verified_at": "2026-05-26T00:00:00.000Z", "verification_status": "verified", "collected_at": "2026-05-26T00:00:00.000Z" }, "public_metrics": { "github_stars_total": null, "github_forks_total": null, "github_open_issues": null, "github_pushed_at": null, "recorded_at": "2026-05-26T17:30:00.000Z", "source_url": "https://www.langchain.com/langsmith", "source_title": "Official source" }, "monitoring_note_zh": "按生态角色监控官方来源与公开采用信号。", "monitoring_note_en": "Monitored by ecosystem role with official sources and public adoption signals.", "review_summary_zh": "暂未登记可靠公开评价指标；保留官方来源和后续社区来源位。", "review_summary_en": "No reliable public review metric is attached yet; official source and future community lanes are retained." }, { "slug": "mcp", "name": "MCP", "category": "prompt_workflow_skill", "website_url": "https://modelcontextprotocol.io/", "github_repo": "https://github.com/modelcontextprotocol", "description_zh": "Model Context Protocol，用于连接模型应用与外部工具和数据上下文。", "description_en": "Model Context Protocol for connecting model applications with external tools and data context.", "tags": [ "workflow-skill", "tool-use", "protocol" ], "lifecycle_status": "active", "provenance": { "source_url": "https://modelcontextprotocol.io/", "source_title": "Model Context Protocol", "source_type": "official", "source_priority": "P0", "confidence": "high", "verified_at": "2026-05-26T00:00:00.000Z", "verification_status": "verified", "collected_at": "2026-05-26T00:00:00.000Z" }, "public_metrics": { "github_stars_total": 86262, "github_forks_total": 10824, "github_open_issues": 522, "github_pushed_at": "2026-05-21T18:10:38Z", "recorded_at": "2026-05-26T17:30:00.000Z", "source_url": "https://github.com/modelcontextprotocol/servers", "source_title": "GitHub repository public metadata" }, "review_summary_zh": "GitHub 公开指标显示 86,262 stars、10,824 forks、522 个 open issues，最近推送 2026-05-21。", "review_summary_en": "GitHub public metadata shows 86,262 stars, 10,824 forks, 522 open issues, and latest push on 2026-05-21.", "monitoring_note_zh": "按生态角色监控官方来源与公开采用信号。", "monitoring_note_en": "Monitored by ecosystem role with official sources and public adoption signals." }, { "slug": "dify", "name": "Dify", "category": "prompt_workflow_skill", "website_url": "https://dify.ai/", "github_repo": "https://github.com/langgenius/dify", "description_zh": "LLM 应用开发、Agent 工作流和知识库平台。", "description_en": "LLM application development, agent workflow, and knowledge-base platform.", "tags": [ "workflow", "agent-tool", "rag" ], "lifecycle_status": "active", "provenance": { "source_url": "https://dify.ai/", "source_title": "Dify", "source_type": "official", "source_priority": "P0", "confidence": "high", "verified_at": "2026-05-26T00:00:00.000Z", "verification_status": "verified", "collected_at": "2026-05-26T00:00:00.000Z" }, "public_metrics": { "github_stars_total": 142731, "github_forks_total": 22452, "github_open_issues": 800, "github_pushed_at": "2026-05-26T16:03:18Z", "recorded_at": "2026-05-26T17:30:00.000Z", "source_url": "https://github.com/langgenius/dify", "source_title": "GitHub repository public metadata" }, "review_summary_zh": "GitHub 公开指标显示 142,731 stars、22,452 forks、800 个 open issues，最近推送 2026-05-26。", "review_summary_en": "GitHub public metadata shows 142,731 stars, 22,452 forks, 800 open issues, and latest push on 2026-05-26.", "monitoring_note_zh": "按生态角色监控官方来源与公开采用信号。", "monitoring_note_en": "Monitored by ecosystem role with official sources and public adoption signals." }, { "slug": "coze", "name": "Coze", "category": "prompt_workflow_skill", "website_url": "https://www.coze.com/", "description_zh": "面向 AI Bot、Agent 和工作流搭建的平台。", "description_en": "Platform for building AI bots, agents, and workflows.", "tags": [ "workflow", "agent-tool", "bot-platform" ], "lifecycle_status": "active", "provenance": { "source_url": "https://www.coze.com/", "source_title": "Coze", "source_type": "official", "source_priority": "P0", "confidence": "high", "verified_at": "2026-05-26T00:00:00.000Z", "verification_status": "verified", "collected_at": "2026-05-26T00:00:00.000Z" }, "public_metrics": { "github_stars_total": null, "github_forks_total": null, "github_open_issues": null, "github_pushed_at": null, "recorded_at": "2026-05-26T17:30:00.000Z", "source_url": "https://www.coze.com/", "source_title": "Official source" }, "monitoring_note_zh": "按生态角色监控官方来源与公开采用信号。", "monitoring_note_en": "Monitored by ecosystem role with official sources and public adoption signals.", "review_summary_zh": "暂未登记可靠公开评价指标；保留官方来源和后续社区来源位。", "review_summary_en": "No reliable public review metric is attached yet; official source and future community lanes are retained." }, { "slug": "flowise", "name": "Flowise", "category": "prompt_workflow_skill", "website_url": "https://flowiseai.com/", "github_repo": "https://github.com/FlowiseAI/Flowise", "package_name": "flowise", "description_zh": "低代码 LLM 工作流和 Agent 编排工具。", "description_en": "Low-code LLM workflow and agent orchestration tool.", "tags": [ "workflow", "agent-tool", "low-code" ], "lifecycle_status": "active", "provenance": { "source_url": "https://flowiseai.com/", "source_title": "Flowise", "source_type": "official", "source_priority": "P0", "confidence": "high", "verified_at": "2026-05-26T00:00:00.000Z", "verification_status": "verified", "collected_at": "2026-05-26T00:00:00.000Z" }, "public_metrics": { "github_stars_total": 53090, "github_forks_total": 24403, "github_open_issues": 876, "github_pushed_at": "2026-05-26T15:11:23Z", "recorded_at": "2026-05-26T17:30:00.000Z", "source_url": "https://github.com/FlowiseAI/Flowise", "source_title": "GitHub repository public metadata" }, "review_summary_zh": "GitHub 公开指标显示 53,090 stars、24,403 forks、876 个 open issues，最近推送 2026-05-26。", "review_summary_en": "GitHub public metadata shows 53,090 stars, 24,403 forks, 876 open issues, and latest push on 2026-05-26.", "monitoring_note_zh": "按生态角色监控官方来源与公开采用信号。", "monitoring_note_en": "Monitored by ecosystem role with official sources and public adoption signals." }, { "slug": "jan", "name": "Jan", "category": "local_model_platform", "website_url": "https://jan.ai/", "github_repo": "https://github.com/menloresearch/jan", "description_zh": "本地优先的 AI 助手和模型运行平台。", "description_en": "Local-first AI assistant and model runtime platform.", "tags": [ "local-model-platform", "desktop", "open-source" ], "lifecycle_status": "active", "provenance": { "source_url": "https://jan.ai/", "source_title": "Jan", "source_type": "official", "source_priority": "P0", "confidence": "high", "verified_at": "2026-05-26T00:00:00.000Z", "verification_status": "verified", "collected_at": "2026-05-26T00:00:00.000Z" }, "public_metrics": { "github_stars_total": 42683, "github_forks_total": 2878, "github_open_issues": 398, "github_pushed_at": "2026-05-26T13:57:41Z", "recorded_at": "2026-05-26T17:30:00.000Z", "source_url": "https://github.com/janhq/jan", "source_title": "GitHub repository public metadata" }, "review_summary_zh": "GitHub 公开指标显示 42,683 stars、2,878 forks、398 个 open issues，最近推送 2026-05-26。", "review_summary_en": "GitHub public metadata shows 42,683 stars, 2,878 forks, 398 open issues, and latest push on 2026-05-26.", "monitoring_note_zh": "按生态角色监控官方来源与公开采用信号。", "monitoring_note_en": "Monitored by ecosystem role with official sources and public adoption signals." }, { "slug": "qdrant", "name": "Qdrant", "category": "data_vector_database", "website_url": "https://qdrant.tech/", "github_repo": "https://github.com/qdrant/qdrant", "package_name": "qdrant-client", "description_zh": "向量数据库和相似度检索引擎。", "description_en": "Vector database and similarity search engine.", "tags": [ "vector-database", "rag", "data" ], "lifecycle_status": "active", "provenance": { "source_url": "https://qdrant.tech/", "source_title": "Qdrant", "source_type": "official", "source_priority": "P0", "confidence": "high", "verified_at": "2026-05-26T00:00:00.000Z", "verification_status": "verified", "collected_at": "2026-05-26T00:00:00.000Z" }, "public_metrics": { "github_stars_total": 31580, "github_forks_total": 2294, "github_open_issues": 557, "github_pushed_at": "2026-05-26T17:06:31Z", "recorded_at": "2026-05-26T17:30:00.000Z", "source_url": "https://github.com/qdrant/qdrant", "source_title": "GitHub repository public metadata" }, "review_summary_zh": "GitHub 公开指标显示 31,580 stars、2,294 forks、557 个 open issues，最近推送 2026-05-26。", "review_summary_en": "GitHub public metadata shows 31,580 stars, 2,294 forks, 557 open issues, and latest push on 2026-05-26.", "monitoring_note_zh": "按生态角色监控官方来源与公开采用信号。", "monitoring_note_en": "Monitored by ecosystem role with official sources and public adoption signals." }, { "slug": "milvus", "name": "Milvus", "category": "data_vector_database", "website_url": "https://milvus.io/", "github_repo": "https://github.com/milvus-io/milvus", "package_name": "pymilvus", "description_zh": "开源向量数据库，常用于 RAG 和语义检索。", "description_en": "Open-source vector database commonly used for RAG and semantic search.", "tags": [ "vector-database", "rag", "open-source" ], "lifecycle_status": "active", "provenance": { "source_url": "https://milvus.io/", "source_title": "Milvus", "source_type": "official", "source_priority": "P0", "confidence": "high", "verified_at": "2026-05-26T00:00:00.000Z", "verification_status": "verified", "collected_at": "2026-05-26T00:00:00.000Z" }, "public_metrics": { "github_stars_total": 44452, "github_forks_total": 4026, "github_open_issues": 916, "github_pushed_at": "2026-05-26T09:42:34Z", "recorded_at": "2026-05-26T17:30:00.000Z", "source_url": "https://github.com/milvus-io/milvus", "source_title": "GitHub repository public metadata" }, "review_summary_zh": "GitHub 公开指标显示 44,452 stars、4,026 forks、916 个 open issues，最近推送 2026-05-26。", "review_summary_en": "GitHub public metadata shows 44,452 stars, 4,026 forks, 916 open issues, and latest push on 2026-05-26.", "monitoring_note_zh": "按生态角色监控官方来源与公开采用信号。", "monitoring_note_en": "Monitored by ecosystem role with official sources and public adoption signals." }, { "slug": "weaviate", "name": "Weaviate", "category": "data_vector_database", "website_url": "https://weaviate.io/", "github_repo": "https://github.com/weaviate/weaviate", "package_name": "weaviate-client", "description_zh": "面向 AI 应用的向量数据库与检索平台。", "description_en": "Vector database and retrieval platform for AI applications.", "tags": [ "vector-database", "rag", "data" ], "lifecycle_status": "active", "provenance": { "source_url": "https://weaviate.io/", "source_title": "Weaviate", "source_type": "official", "source_priority": "P0", "confidence": "high", "verified_at": "2026-05-26T00:00:00.000Z", "verification_status": "verified", "collected_at": "2026-05-26T00:00:00.000Z" }, "public_metrics": { "github_stars_total": 16237, "github_forks_total": 1296, "github_open_issues": 538, "github_pushed_at": "2026-05-26T16:09:36Z", "recorded_at": "2026-05-26T17:30:00.000Z", "source_url": "https://github.com/weaviate/weaviate", "source_title": "GitHub repository public metadata" }, "review_summary_zh": "GitHub 公开指标显示 16,237 stars、1,296 forks、538 个 open issues，最近推送 2026-05-26。", "review_summary_en": "GitHub public metadata shows 16,237 stars, 1,296 forks, 538 open issues, and latest push on 2026-05-26.", "monitoring_note_zh": "按生态角色监控官方来源与公开采用信号。", "monitoring_note_en": "Monitored by ecosystem role with official sources and public adoption signals." }, { "slug": "chroma", "name": "Chroma", "category": "data_vector_database", "website_url": "https://www.trychroma.com/", "github_repo": "https://github.com/chroma-core/chroma", "package_name": "chromadb", "description_zh": "面向 AI 应用的开源嵌入数据库。", "description_en": "Open-source embedding database for AI applications.", "tags": [ "vector-database", "rag", "open-source" ], "lifecycle_status": "active", "provenance": { "source_url": "https://www.trychroma.com/", "source_title": "Chroma", "source_type": "official", "source_priority": "P0", "confidence": "high", "verified_at": "2026-05-26T00:00:00.000Z", "verification_status": "verified", "collected_at": "2026-05-26T00:00:00.000Z" }, "public_metrics": { "github_stars_total": 28096, "github_forks_total": 2273, "github_open_issues": 637, "github_pushed_at": "2026-05-26T16:56:32Z", "recorded_at": "2026-05-26T17:30:00.000Z", "source_url": "https://github.com/chroma-core/chroma", "source_title": "GitHub repository public metadata" }, "review_summary_zh": "GitHub 公开指标显示 28,096 stars、2,273 forks、637 个 open issues，最近推送 2026-05-26。", "review_summary_en": "GitHub public metadata shows 28,096 stars, 2,273 forks, 637 open issues, and latest push on 2026-05-26.", "monitoring_note_zh": "按生态角色监控官方来源与公开采用信号。", "monitoring_note_en": "Monitored by ecosystem role with official sources and public adoption signals." } ], "generated_at": "2026-07-15T20:53:04.316Z", "artifact_checked_at": "2026-07-15T20:53:04.316Z", "verified_at": "2026-05-27T01:45:00.000Z", "timestamp_basis": "tools_registry_source_timestamp", "data_label": "Model ecosystem tool registry" }