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MCP client with intelligent AI features for external app integrations","maintainers":[{"name":"arjun_01","email":"mallikarjunm03@gmail.com"}],"readme":"# LinqApp MCP Client\n\nA Model Context Protocol (MCP) client and server proxy for LinqApp, enabling secure access to encrypted workspace data from external applications like Claude Desktop.\n\n## Installation\n\n```bash\nnpm install -g @arjun_01/linqapp-mcp-client\n```\n\n## Usage\n\n### Claude Desktop Integration\n\nAdd this configuration to your Claude Desktop config file (`claude_desktop_config.json`):\n\n```json\n{\n  \"mcpServers\": {\n    \"linqapp\": {\n      \"command\": \"npx\",\n      \"args\": [\n        \"@arjun_01/linqapp-mcp-client@latest\",\n        \"--server-url\",\n        \"https://your-project.supabase.co/functions/v1/mcp-server\"\n      ],\n      \"env\": {\n        \"LINQAPP_API_KEY\": \"lqa_your_api_key_here\"\n      }\n    }\n  }\n}\n```\n\n### Command Line Interface\n\nTest connection:\n```bash\nlinqapp-mcp test --server-url https://your-project.supabase.co/functions/v1/mcp-server --api-key lqa_your_key\n```\n\nList workspaces:\n```bash\nlinqapp-mcp workspaces\n```\n\nGet workspace data:\n```javascript\nconst data = await client.getWorkspaceData('workspace-id');\nconsole.log(data);\n```\n\n### Environment Variables\n\nSet these for easier CLI usage:\n```bash\nexport LINQAPP_SERVER_URL=\"https://your-project.supabase.co/functions/v1/mcp-server\"\nexport LINQAPP_API_KEY=\"lqa_your_api_key_here\"\n```\n\n## Features\n\n- **MCP Server Mode**: Acts as MCP server for Claude Desktop integration\n- **CLI Mode**: Command-line interface for testing and automation\n- **Secure Communication**: All data is encrypted end-to-end\n- **Dynamic Tools**: Tools are generated based on your workspace permissions\n- **Multiple Workspaces**: Access multiple encrypted workspaces\n\n## NEW: Intelligent Context Layer Features\n\nThe MCP client now supports advanced AI-powered features:\n\n### Intelligent Queries\nAsk natural language questions across your data:\n```javascript\nconst response = await client.intelligentQuery(\"What meetings do I have this week?\");\nconsole.log(response.content[0].text);\n```\n\n### Semantic Search\nSearch using vector embeddings for semantic similarity:\n```javascript\nconst results = await client.semanticSearch(\"project planning\", {\n  similarity_threshold: 0.8,\n  limit: 10\n});\n```\n\n### AI Analysis\nAnalyze specific data items with AI:\n```javascript\nconst analysis = await client.analyzeData(['item-id-1', 'item-id-2'], 'summarize');\n```\n\n### Relationship Detection\nFind related data items across workspaces:\n```javascript\nconst related = await client.findRelationships('item-id', {\n  cross_workspace: true,\n  max_results: 5\n});\n```\n\n### Workspace Synthesis\nAI-powered synthesis of data across workspaces:\n```javascript\nconst synthesis = await client.synthesizeWorkspaces(\n  ['workspace-1', 'workspace-2'], \n  'project status', \n  'insights'\n);\n```\n\n### Enhanced Search\nSearch across all accessible workspaces with advanced filtering:\n```javascript\nconst results = await client.searchAcrossWorkspaces(\"meeting notes\", {\n  workspace_ids: ['workspace-1'],\n  tags: ['important'],\n  type: 'text',\n  limit: 20\n});\n```\n\n## Getting Your API Key\n\n1. Go to your LinqApp dashboard\n2. Navigate to External Apps\n3. Create a new app connection\n4. Copy the provided API key and server URL\n\n## License\n\nMIT ","readmeFilename":"README.md"}