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Features smart pagination for handling large datasets.","maintainers":[{"email":"dboris@gmail.com","name":"199-bio"}],"readme":"# Limitless MCP Server - Enhanced\n\n## Overview\n\nA model context protocol (MCP) server that provides advanced analysis of conversations from Limitless Pendant recordings, with intelligent meeting detection, action item extraction, and comprehensive analytics.\n\n### What's New in v0.13.0\n\n- **Complete Pagination Support**: ALL tools now properly handle large datasets with pagination\n- **Removed Legacy Features**: Cleaned up speech vitality tools to focus on core functionality\n- **Fixed Remaining Tools**: Meeting detection, action items, transcripts, and detailed analysis all use pagination\n- **Improved Performance**: Consistent 10-item API limit across all tools for optimal performance\n\n### Previous Updates (v0.12.0)\n\n- **Enhanced Token Limit Handling**: More aggressive truncation for oversized responses\n- **Fixed Search Tool**: `limitless_search_lifelogs` now properly handles token limits\n- **Improved Response Safety**: Pre-emptive array truncation before token estimation\n- **Better Error Prevention**: All tools now use safe response wrapper consistently\n\n### Previous Updates (v0.11.0)\n\n- **Token Limit Solution**: Smart pagination and response chunking to handle large datasets\n- **New Full Transcript Tool**: `limitless_get_full_transcript` fetches complete data with automatic pagination\n- **Enhanced Pagination**: All list tools now support cursor-based pagination to avoid token limits\n- **Intelligent Response Handling**: Automatic detection and handling of oversized responses\n- **Multiple Output Formats**: Summary, full data, or transcript-only modes for flexibility\n\n### Previous Updates (v0.9.0)\n\n- **Starred Lifelog Support**: Filter and identify important conversations marked with stars\n- **Enhanced Error Messages**: More specific error handling with detailed context\n- **Improved Timezone Handling**: Robust fallback mechanism for timezone detection\n- **Updated Timestamps**: Track when lifelogs were last modified with `updatedAt` field\n- **Full API Parity**: Now supports 100% of official Limitless API parameters\n\n## Key Features\n\n- **Intelligent Meeting Detection**: Automatically identifies meetings from conversations\n- **Action Item Extraction**: Finds tasks and commitments with context\n- **Natural Language Time Queries**: Use expressions like \"yesterday\", \"last week\"  \n- **Advanced Search**: Find conversations across all history with relevance scoring\n- **Daily Summaries**: Comprehensive analysis with participants and key topics\n- **Speaker Analytics**: Detailed analysis of conversations with specific people\n- **Smart Pagination**: Handles large datasets without token limit issues\n- **Raw Transcript Access**: Get exact transcripts for further AI processing\n\n## Installation\n\n```bash\nnpm install -g 199bio-mcp-limitless-server\n```\n\n## Usage\n\n### Claude Desktop Configuration\n\nAdd to your Claude Desktop MCP settings:\n\n```json\n{\n  \"mcpServers\": {\n    \"limitless\": {\n      \"command\": \"npx\",\n      \"args\": [\"199bio-mcp-limitless-server\"],\n      \"env\": {\n        \"LIMITLESS_API_KEY\": \"your-api-key-here\"\n      }\n    }\n  }\n}\n```\n\n### Available Tools\n\n\n#### Advanced Analysis Tools\n\n- **Natural Time Queries**: `limitless_get_by_natural_time`\n- **Meeting Detection**: `limitless_detect_meetings`\n- **Action Item Extraction**: `limitless_extract_action_items`\n- **Detailed Transcripts**: `limitless_get_raw_transcript`\n- **Daily Summaries**: `limitless_get_daily_summary`\n- **Full Transcript Fetcher**: `limitless_get_full_transcript` (NEW in v0.11.0)\n\n### Handling Large Datasets (v0.11.0)\n\nThe MCP server now intelligently handles large datasets that would exceed Claude's token limits:\n\n#### Pagination Support\nAll list tools now support cursor-based pagination:\n```\n# First request\nlimitless_list_lifelogs_by_date(date=\"2025-07-24\", limit=10)\n# Returns: 10 items + cursor\n\n# Next page\nlimitless_list_lifelogs_by_date(date=\"2025-07-24\", limit=10, cursor=\"next_page_cursor\")\n```\n\n#### Full Transcript Tool\nFor complete data without manual pagination:\n```\nlimitless_get_full_transcript(date=\"2025-07-24\", format=\"transcript_only\")\n```\n\nFormats available:\n- `summary`: Key information only (default)\n- `full`: Complete data including all fields\n- `transcript_only`: Just the transcript text\n\n## API Reference\n\n### Core Types\n\n```typescript\ninterface Lifelog {\n  id: string;\n  title?: string;\n  markdown?: string;\n  startTime: string;\n  endTime: string;\n  contents?: LifelogContentNode[];\n  isStarred?: boolean;  // NEW: Whether this lifelog is starred\n  updatedAt?: string;   // NEW: When this lifelog was last updated\n}\n\ninterface LifelogParams {\n  // ... existing params ...\n  isStarred?: boolean;  // NEW: Filter for starred lifelogs only\n  batch_size?: number;  // NEW: Configurable batch size for performance tuning\n}\n\n```\n\n\n## Development\n\n### Building from Source\n\n```bash\ngit clone https://github.com/199-biotechnologies/mcp-limitless-enhanced.git\ncd mcp-limitless-enhanced\nnpm install\nnpm run build\n```\n\n### Testing\n\n```bash\n# Test with real API data\nLIMITLESS_API_KEY=your-key npm run dev\n```\n\n### Contributing\n\nWe welcome contributions that improve the functionality and reliability of this MCP server.\n\n## License\n\nMIT License - see LICENSE file for details.\n\n## Troubleshooting\n\n### Common Issues\n\n#### \"Claude hit max length\" message\nThis message comes from Claude Desktop's UI when responses are too long or the conversation context is filling up. It's NOT related to:\n- The MCP server functionality\n- Your Claude account tier (free/paid)\n- Limitless API limits\n\n**Solution**: Start a new conversation or ask for shorter responses.\n\n#### Server crashes with \"Unexpected end of JSON input\"\nThis happens when non-JSON data is sent to the server. MCP servers use JSON-RPC over stdio, not HTTP.\n\n**Common mistake**: Trying to connect with HTTP clients, browsers, or curl.\n**Solution**: Use Claude Desktop or a proper MCP client.\n\n#### Cannot connect via HTTP/Browser/ngrok\nMCP servers are NOT HTTP servers. They communicate via JSON-RPC over stdin/stdout.\n\n**Wrong**: `curl http://localhost:8008`\n**Right**: Configure in Claude Desktop's MCP settings\n\n#### No data returned from queries\nAs of March 2025, the Limitless API primarily surfaces data from the Limitless Pendant. Ensure:\n- Your Pendant is actively recording\n- You have recent conversation data\n- Your API key has proper permissions\n\n### Understanding MCP Servers\n\n**What MCP servers ARE:**\n- JSON-RPC services that communicate over stdio\n- Designed for Claude Desktop and MCP-compatible clients\n- Tools that extend AI assistant capabilities\n\n**What MCP servers are NOT:**\n- HTTP/REST APIs\n- Web servers\n- Browser-accessible services\n- Standalone applications with UIs\n\nIf you need HTTP access to Limitless data:\n1. Use the Limitless API directly\n2. Create a separate HTTP wrapper service\n3. Use the official Limitless web interface\n\n## Support\n\n- **Issues**: [GitHub Issues](https://github.com/199-biotechnologies/mcp-limitless-enhanced/issues)\n- **Documentation**: [Scientific Documentation](./docs/)\n- **Contact**: boris@199longevity.com\n\n","readmeFilename":"README.md"}