googleapis/mcp-toolbox

🚨 Google just removed the hardest part of building AI agents. Connecting them to databases. Gone. They just dropped MCP Toolbox — and it’s insane. Supports 20+ databases out of the box: → PostgreSQL → MySQL → MongoDB → BigQuery → Redis → Snowflake → Elasticsearch → Spanner No setup hell. Here’s the crazy part: Your AI agent can now talk to databases in plain English. No custom connectors. No boilerplate. No glue code. Just… connect and go. Built-in: ⚡ Connection pooling 🔐 Auth 📊 OpenTelemetry 🧠 MCP-native Everything you’d normally spend weeks building… done. Works with: → LangChain → LlamaIndex → Genkit → Any MCP client Plug it in with <10 lines of code. This is a big shift: Before: Building AI agents = 80% infrastructure Now: Building AI agents = 80% logic Google just made databases the easy part. That changes everything. Repo: github.com/googleapis/mcp-to… If you’re building AI agents… Save this.

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🚨Introducing MCP Toolbox for Databases (by Google) This is what you need to know: (a thread)

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🚨Google just killed the hardest part of AI agents. Connecting them to databases. Gone. They just dropped MCP Toolbox — and it’s insane. Supports 20+ databases out of the box: → PostgreSQL → MySQL → MongoDB → BigQuery → Redis → Snowflake → Elasticsearch → Spanner No setup hell. Here’s the crazy part: Your AI agent can now talk to databases in plain English. No custom connectors. No boilerplate. No glue code. Just… connect and go. Built-in: ⚡ Connection pooling 🔐 Auth 📊 OpenTelemetry 🧠 MCP-native Everything you’d normally spend weeks building… done. Works with: → LangChain → LlamaIndex → Genkit → Any MCP client Plug it in with <10 lines of code. This is a big shift: Before: Building AI agents = 80% infrastructure Now: Building AI agents = 80% logic Google just made databases the easy part. That changes everything. Repo: github.com/googleapis/mcp-to… If you’re building AI agents… Save this.

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ICYMI: the Java SDK for the MCP Toolbox for Databases is here! Now enterprise developers finally have a native, elegant, and highly scalable way to give AI agents read-and-write access to the mission-critical systems of record that run your business → goo.gle/4cc53HK

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You can just generate Skills? The open source MCP Toolbox for Databases has a new "skills-generate" command to take MCP toolsets and convert them to complete Agent Skills. Take a look ... medium.com/google-cloud/brin…

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After almost 15k GitHub stars and nearly 40 releases, the MCP Toolbox for Databases reaches 1.0. With support for 40+ data sources, client SDKs, built-in telemetry, and Skills support, it's a powerhouse for bringing data to agents. medium.com/google-cloud/mcp-…

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In < 48 hours! Attend our next online Meetup, "**Knowledge Graphs & Ontologies in OpenMetadata.”** Join us for a demo of MCP Toolbox, an open source MCP server for databases developed by Google, and how it can be combined with OpenMetadata to build better agents for services like Looker! buff.ly/H7Ohze2

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This product is nearly a year old. The red alerts and breaking news on tjkngs like this have to stop. @grok when did google release the mcp toolbox?

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🔥 今日新鲜 Skills 精选 Top 10（4月9日） 由 agentskillshub.top 整理！ 1️⃣ googleapis/mcp-toolbox ⭐ 14001 | +14001 Google官方数据库MCP工具箱，一站式连接各类数据库 🔗 github.com/googleapis/mcp-to… 📊 agentskillshub.top/skill/goo… 2️⃣ Kochava-Studios/witsy ⭐ 1930 | +1930 桌面AI助手兼通用MCP客户端，多模型无缝切换 🔗 github.com/Kochava-Studios/w… 📊 agentskillshub.top/skill/Koc… 3️⃣ langchain-ai/deepagentsjs ⭐ 1038 | +1038 LangChain官方DeepAgents JS框架，规划+执行一体化 🔗 github.com/langchain-ai/deep… 📊 agentskillshub.top/skill/lan… 4️⃣ 🆕 phuryn/claude-usage ⭐ 604 | +118 Claude Code Token用量追踪仪表盘，费用一目了然 🔗 github.com/phuryn/claude-usa… 📊 agentskillshub.top/skill/phu… 5️⃣ yilewang/llm-for-zotero ⭐ 505 | +505 Zotero侧边栏接入LLM，学术文献阅读AI助手 🔗 github.com/yilewang/llm-for-… 📊 agentskillshub.top/skill/yil… 6️⃣ 🆕 Houseofmvps/codesight ⭐ 505 | +89 通用AI上下文生成器，每次对话省数千Token 🔗 github.com/Houseofmvps/codes… 📊 agentskillshub.top/skill/Hou… 7️⃣ fdmtl/director ⭐ 476 | +476 MCP Playbooks引擎，让AI Agent按剧本精准执行 🔗 github.com/fdmtl/director 📊 agentskillshub.top/skill/fdm… 8️⃣ kweaver-ai/kweaver-core ⭐ 411 | +411 企业决策Agent知识编织引擎，图谱驱动智能分析 🔗 github.com/kweaver-ai/kweave… 📊 agentskillshub.top/skill/kwe… 9️⃣ eudk/awesome-ai-tools ⭐ 262 | +262 超全AI工具精选列表，持续更新覆盖全品类 🔗 github.com/eudk/awesome-ai-t… 📊 agentskillshub.top/skill/eud… 🔟 🆕 AgriciDaniel/claude-obsidian ⭐ 179 | +44 Claude+Obsidian知识伴侣，持续积累复利式Wiki 🔗 github.com/AgriciDaniel/clau… 📊 agentskillshub.top/skill/Agr… 🎯 今日趋势：Google入场MCP生态（14K⭐炸裂），LangChain推JS版DeepAgents，知识管理工具持续火热（Zotero+Obsidian双赛道上榜）

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