[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"project-10253":3},{"id":4,"name":5,"fullName":6,"owner":7,"repo":5,"description":8,"homepage":9,"htmlUrl":10,"language":11,"languages":10,"totalLinesOfCode":10,"stars":12,"forks":13,"watchers":14,"openIssues":15,"contributorsCount":16,"subscribersCount":16,"size":16,"stars1d":17,"stars7d":18,"stars30d":19,"stars90d":16,"forks30d":16,"starsTrendScore":20,"compositeScore":21,"rankGlobal":10,"rankLanguage":10,"license":22,"archived":23,"fork":23,"defaultBranch":24,"hasWiki":25,"hasPages":23,"topics":26,"createdAt":10,"pushedAt":10,"updatedAt":41,"readmeContent":42,"aiSummary":43,"trendingCount":16,"starSnapshotCount":16,"syncStatus":18,"lastSyncTime":44,"discoverSource":45},10253,"klavis","Klavis-AI\u002Fklavis","Klavis-AI","Klavis AI:  MCP integration platforms that let AI agents use tools reliably at any scale","https:\u002F\u002Fwww.klavis.ai\u002F",null,"Python",5746,545,163,23,0,1,2,18,3,69.01,"Apache License 2.0",false,"main",true,[27,28,29,30,31,32,33,34,35,36,37,38,39,40],"agents","ai","ai-agents","api","developer-tools","discord","function-calling","integration","llm","mcp","mcp-client","mcp-server","oauth2","open-source","2026-06-12 04:00:49","\u003Cdiv align=\"center\">\n  \u003Cpicture>\n    \u003Cimg src=\".\u002Fdocs\u002Fimages\u002Flogo\u002Fcover.png\" width=\"100%\">\n  \u003C\u002Fpicture>\n\u003C\u002Fdiv>\n\n\u003Cdiv align=\"center\">\n\n[![Documentation](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FDocumentation-📖-green)](https:\u002F\u002Fwww.klavis.ai\u002Fdocs)\n[![Website](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FWebsite-🌐-purple)](https:\u002F\u002Fwww.klavis.ai)\n[![Discord](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FDiscord-Join-7289DA?logo=discord&logoColor=white)](https:\u002F\u002Fdiscord.gg\u002Fp7TuTEcssn)\n\n\u003Ca href=\"https:\u002F\u002Fwww.producthunt.com\u002Fproducts\u002Fstrata-2?embed=true&utm_source=badge-top-post-badge&utm_medium=badge&utm_source=badge-strata-2\" target=\"_blank\">\u003Cimg src=\"https:\u002F\u002Fapi.producthunt.com\u002Fwidgets\u002Fembed-image\u002Fv1\u002Ftop-post-badge.svg?post_id=1016948&theme=light&period=daily&t=1758639605639\" alt=\"Strata - One MCP server for AI agents to handle thousands of tools | Product Hunt\" style=\"width: 250px; height: 54px;\" width=\"250\" height=\"54\" \u002F>\u003C\u002Fa>\n\n\u003C\u002Fdiv>\n\n## 🎯 Choose Your Solution\n\n\u003Cdiv align=\"center\">\n  \u003Ctable>\n    \u003Ctr>\n      \u003Ctd align=\"center\" width=\"33%\" valign=\"top\" style=\"vertical-align: top; height: 250px;\">\n        \u003Cdiv style=\"height: 100%; display: flex; flex-direction: column; justify-content: space-between;\">\n          \u003Cdiv>\n            \u003Ch2>Strata\u003C\u002Fh2>\n            \u003Cp>\u003Cstrong>Intelligent connectors for your AI agent, optimize context window\u003C\u002Fstrong>\u003C\u002Fp>\n          \u003C\u002Fdiv>\n          \u003Cdiv>\n            \u003Ca href=\"https:\u002F\u002Fwww.klavis.ai\u002Fdocs\u002Fconcepts\u002Fstrata\">\n              \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FExplore-Strata-blue?style=for-the-badge&logo=data:image\u002Fsvg+xml;base64,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\" height=\"40\">\n            \u003C\u002Fa>\n          \u003C\u002Fdiv>\n        \u003C\u002Fdiv>\n      \u003C\u002Ftd>\n      \u003Ctd align=\"center\" width=\"33%\" valign=\"top\" style=\"vertical-align: top; height: 250px;\">\n        \u003Cdiv style=\"height: 100%; display: flex; flex-direction: column; justify-content: space-between;\">\n          \u003Cdiv>\n            \u003Ch2>MCP Integrations\u003C\u002Fh2>\n            \u003Cp>\u003Cstrong>100+ prebuilt integrations out-of-the-box, with OAuth support\u003C\u002Fstrong>\u003C\u002Fp>\n          \u003C\u002Fdiv>\n          \u003Cdiv>\n            \u003Ca href=\"https:\u002F\u002Fwww.klavis.ai\u002Fdocs\u002Fmcp-server\u002Foverview\">\n              \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FExplore-MCP%20Servers-purple?style=for-the-badge&logo=data:image\u002Fsvg+xml;base64,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\" height=\"40\">\n            \u003C\u002Fa>\n          \u003C\u002Fdiv>\n        \u003C\u002Fdiv>\n      \u003C\u002Ftd>\n      \u003Ctd align=\"center\" width=\"33%\" valign=\"top\" style=\"vertical-align: top; height: 250px;\">\n        \u003Cdiv style=\"height: 100%; display: flex; flex-direction: column; justify-content: space-between;\">\n          \u003Cdiv>\n            \u003Ch2>MCP Sandbox\u003C\u002Fh2>\n            \u003Cp>\u003Cstrong>scalable MCP environments for LLM training and RL\u003C\u002Fstrong>\u003C\u002Fp>\n          \u003C\u002Fdiv>\n          \u003Cdiv>\n            \u003Ca href=\"https:\u002F\u002Fwww.klavis.ai\u002Fdocs\u002Fconcepts\u002Fsandbox\">\n              \u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FExplore-Sandbox-orange?style=for-the-badge&logo=data:image\u002Fsvg+xml;base64,PHN2ZyB3aWR0aD0iMjQiIGhlaWdodD0iMjQiIHZpZXdCb3g9IjAgMCAyNCAyNCIgZmlsbD0ibm9uZSIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KPHBhdGggZD0iTTQgNEgyMFY4TDE4IDEwTDIwIDE2VjIwSDRWMTZMNiAxMEw0IDhWNFoiIHN0cm9rZT0id2hpdGUiIHN0cm9rZS13aWR0aD0iMiIgc3Ryb2tlLWxpbmVjYXA9InJvdW5kIiBzdHJva2UtbGluZWpvaW49InJvdW5kIi8+CjxwYXRoIGQ9Ik00IDhIMjAiIHN0cm9rZT0id2hpdGUiIHN0cm9rZS13aWR0aD0iMiIvPgo8cGF0aCBkPSJNNCAxNkgyMCIgc3Ryb2tlPSJ3aGl0ZSIgc3Ryb2tlLXdpZHRoPSIyIi8+Cjwvc3ZnPg==\" height=\"40\">\n            \u003C\u002Fa>\n          \u003C\u002Fdiv>\n        \u003C\u002Fdiv>\n      \u003C\u002Ftd>\n    \u003C\u002Ftr>\n  \u003C\u002Ftable>\n\u003C\u002Fdiv>\n\n## Quick Start\n\n### Option 1: Cloud-hosted - [klavis.ai](https:\u002F\u002Fwww.klavis.ai)\n\n[Quickstart guide →](https:\u002F\u002Fwww.klavis.ai\u002Fdocs\u002Fquickstart)\n\n### Option 2: Self-host\n\n```bash\n# Run any MCP Integration\ndocker pull ghcr.io\u002Fklavis-ai\u002Fgithub-mcp-server:latest\ndocker run -p 5000:5000 ghcr.io\u002Fklavis-ai\u002Fgithub-mcp-server:latest\n\n# Install Open Source Strata locally\npipx install strata-mcp\nstrata add --type stdio playwright npx @playwright\u002Fmcp@latest\n```\n\n### Option 3: SDK\n\n```python\n# Python SDK\nfrom klavis import Klavis\nfrom klavis.types import McpServerName\n\nklavis = Klavis(api_key=\"your-key\")\n\n# Create Strata instance\nstrata = klavis_client.mcp_server.create_strata_server(\n    user_id=\"user123\",\n    servers=[McpServerName.GMAIL, McpServerName.SLACK],\n)\n\n# Or use individual MCP servers\ngmail = klavis.mcp_server.create_server_instance(\n    server_name=McpServerName.GMAIL,\n    user_id=\"user123\",\n)\n```\n\n```typescript\n\u002F\u002F TypeScript SDK\nimport { KlavisClient, McpServerName } from 'klavis';\n\nconst klavis = new KlavisClient({ apiKey: 'your-api-key' });\n\n\u002F\u002F Create Strata instance\nconst strata = await klavis.mcpServer.createStrataServer({\n    userId: \"user123\",\n    servers: [Klavis.McpServerName.Gmail, Klavis.McpServerName.Slack],\n});\n\n\u002F\u002F Or use individual MCP servers\nconst gmail = await klavis.mcpServer.createServerInstance({\n    serverName: McpServerName.GMAIL,\n    userId: \"user123\"\n});\n```\n\n### Option 4: REST API\n\n\n```bash\n# Create Strata server\ncurl -X POST \"https:\u002F\u002Fapi.klavis.ai\u002Fv1\u002Fmcp-server\u002Fstrata\" \\\n  -H \"Authorization: Bearer your-api-key\" \\\n  -H \"Content-Type: application\u002Fjson\" \\\n  -d '{\n    \"user_id\": \"user123\",\n    \"servers\": [\"GMAIL\", \"SLACK\"]\n  }'\n\n# Create individual MCP server\ncurl -X POST \"https:\u002F\u002Fapi.klavis.ai\u002Fv1\u002Fmcp-server\u002Finstance\" \\\n  -H \"Authorization: Bearer your-api-key\" \\\n  -H \"Content-Type: application\u002Fjson\" \\\n  -d '{\n    \"server_name\": \"GMAIL\",\n    \"user_id\": \"user123\"\n  }'\n```\n\n\n## Resources\n\n- 📖 [Documentation](https:\u002F\u002Fwww.klavis.ai\u002Fdocs)\n- 💬 [Discord Community](https:\u002F\u002Fdiscord.gg\u002Fp7TuTEcssn)\n- 🐛 [Report Issues](https:\u002F\u002Fgithub.com\u002Fklavis-ai\u002Fklavis\u002Fissues)\n- 🌐 [Klavis AI Website](https:\u002F\u002Fwww.klavis.ai)\n\n---\n\n\u003Cdiv align=\"center\">\n  \u003Cp>\u003Cstrong>Made with ❤️ by the Klavis Team\u003C\u002Fstrong>\u003C\u002Fp>\n\u003C\u002Fdiv>","Klavis AI 是一个MCP集成平台，让AI代理能够在任何规模下可靠地使用工具。其核心功能包括智能连接器Strata，用于优化AI代理的上下文窗口，以及超过100种预构建集成，支持OAuth认证。该平台采用Python语言开发，提供强大的API和开发者工具，特别适合需要将AI能力与多种服务或应用无缝集成的场景，如企业级自动化流程、客户服务机器人等。项目遵循Apache License 2.0开源许可，拥有活跃的社区支持。","2026-06-11 03:27:27","top_topic"]