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Build persistent knowledge bases, track learning progression, and maintain context across conversations. Local Memory provides MCP, REST API, and Command-line interfaces for you and your coding agents to store, retrieve, discover, and analyze memories to give your agent the right context for it's work and tasks.\n\n## Key Features\n\n- **One-Command Install**: `npm install -g local-memory-mcp`\n- **Smart Memory**: AI-powered categorization and relationship discovery\n- **Lightning Fast**: 10-57ms search responses with semantic similarity\n- **MCP Integration**: Works seamlessly with Claude Desktop and other AI tools\n- **REST API**: Easily integrate into your applications and workflows\n- **Command-Line Interface**: Enable script automation and code execution via shell scripts and commands\n- **Persistent Context**: Never lose conversation context again\n- **Enterprise Ready**: Commercial licensing with security hardening\n- **Multi-Provider AI**: Mix and match AI backends - Ollama, OpenAI, Anthropic, claude CLI, or any OpenAI-compatible server\n\n## Quick Start\n\n### Installation\n```bash\nnpm install -g local-memory-mcp\n```\n\n### License Activation\n```bash\n# Get your license key from https://localmemory.co\nlocal-memory license activate LM-XXXX-XXXX-XXXX-XXXX-XXXX\n\n# Verify activation\nlocal-memory license status\n```\n\n### Start the Service\n```bash\n# Start the daemon\nlocal-memory start\n\n# Verify it's running\nlocal-memory status\n```\n\n## CLI Usage\n\n### Basic Memory Operations\n```bash\n# Store memories with automatic AI categorization\nlocal-memory remember \"Go channels are like pipes between goroutines\"\nlocal-memory remember \"Redis is excellent for caching\" --importance 8 --tags caching,database\n\n# Search memories (keyword and AI-powered semantic search)\nlocal-memory search \"concurrency patterns\"\nlocal-memory search \"neural networks\" --use_ai --limit 5\n\n# Create relationships between concepts\nlocal-memory relate \"channels\" to \"goroutines\" --type enables\n\n# Delete memories\nlocal-memory forget <memory-id>\n```\n\n### Advanced Search\n```bash\n# Tag-based search\nlocal-memory search --tags python,programming\n\n# Date range search\nlocal-memory search --start_date 2025-01-01 --end_date 2025-12-31\n\n# Domain filtering\nlocal-memory search \"machine learning\" --domain ai-research\n\n# Session filtering (cross-conversation access)\nlocal-memory search \"recent work\" --session_filter_mode all\n```\n\n## MCP Integration\n\n### Claude Desktop Setup\n\nAdd to your Claude Desktop configuration file:\n\n```json\n{\n  \"mcpServers\": {\n    \"local-memory\": {\n      \"command\": \"/path/to/local-memory\",\n      \"args\": [\n        \"--mcp\"\n      ],\n      \"transport\": \"stdio\"\n    }\n  }\n}\n```\n\n### Available MCP Tools\n\nWhen configured, Claude will have access to these memory tools:\n\n**Core Tools:**\n- `observe` - Record observations with knowledge level support (L0-L3)\n- `search` - Find memories with semantic search\n- `bootstrap` - Initialize sessions with knowledge context\n\n**Knowledge Evolution:**\n- `reflect` - Process observations into learnings\n- `evolve` - Validate, promote, or decay knowledge\n- `question` - Track epistemic gaps and contradictions\n- `resolve` - Resolve contradictions and answer questions\n\n**Reasoning Tools:**\n- `predict` - Generate predictions from patterns\n- `explain` - Trace causal paths between states\n- `counterfactual` - Explore \"what if\" scenarios\n- `validate` - Check knowledge graph integrity\n\n**Relationship Tools:**\n- `relate` - Create relationships between memories\n- Plus memory management tools (update, delete, get)\n\n## REST API\n\nWhen the daemon is running, REST API is available at `http://localhost:3002`:\n\n```bash\n# Search memories\ncurl \"http://localhost:3002/api/memories/search?query=python&limit=5\"\n\n# Store new memory\ncurl -X POST \"http://localhost:3002/api/memories\" \\\n  -H \"Content-Type: application/json\" \\\n  -d '{\"content\": \"Python dict comprehensions are powerful\", \"importance\": 7}'\n\n# Health check\ncurl \"http://localhost:3002/api/v1/health\"\n```\n\n## Service Management\n\n```bash\n# Start daemon\nlocal-memory start\n\n# Check daemon status\nlocal-memory status\n\n# Stop daemon\nlocal-memory stop\n\n# View running processes\nlocal-memory ps\n\n# Kill all processes (if needed)\nlocal-memory kill_all\n\n# System diagnostics\nlocal-memory doctor\n```\n\n## What's New in v1.4.4\n\n- **Multi-Provider AI Backend** - Split architecture for mixing AI providers independently for embeddings and chat. Fallback chains and circuit breakers for resilience.\n\n  | Provider | Embeddings | Chat | Type |\n  |----------|------------|------|------|\n  | Ollama | Yes | Yes | Local (default) |\n  | OpenAI Compatible | Yes | Yes | Local/Remote |\n  | OpenAI | Yes | Yes | Cloud |\n  | Anthropic | No | Yes | Cloud |\n  | claude CLI | No | Yes | Local subprocess |\n\n- **Agent Attribution** - Auto-detect agent type (claude-desktop, claude-code, api) with hostname tracking for multi-device attribution\n- **Default Domain with MCP Prompts** - Configurable `session.default_domain` with intelligent domain cascade from CLAUDE.md, AGENTS.md, and GEMINI.md; new MCP `prompts/list` and `prompts/get` protocol support\n- **Security Hardening** - 6 fixes including API key redaction, SSRF protection, command injection prevention, and secure file permissions\n- **Bug Fixes** - ResponseFormat validation for \"intelligent\" format; enhanced text search SQL error fix\n\n### Quick Provider Setup\n\n```yaml\n# Recommended: Local embeddings + Claude reasoning\nai_provider:\n  embedding_provider: \"ollama\"\n  chat_provider: \"anthropic\"\n  chat_fallback: \"ollama\"\n\n  anthropic:\n    enabled: true\n    api_key: \"sk-ant-xxxxx\"\n    model: \"claude-sonnet-4-20250514\"\n```\n\nSee the [full configuration guide](https://localmemory.co/docs) for all provider options.\n\n## System Requirements\n\n- **RAM**: 512MB minimum\n- **Storage**: 100MB for binaries, variable for database\n- **Platforms**: macOS (Intel/ARM64), Linux x64, Windows x64\n\n## Licensing\n\n### Commercial License Required\nLocal Memory requires a commercial license for all use cases. Get your license at [localmemory.co](https://localmemory.co).\n\n### Activation\n```bash\n# Activate license\nlocal-memory license activate LM-XXXX-XXXX-XXXX-XXXX-XXXX\n\n# Check status\nlocal-memory license status\n```\n\n## Support\n\n- **Documentation**: [localmemory.co/docs](https://localmemory.co/docs)\n- **Architecture**: [localmemory.co/architecture](https://localmemory.co/architecture)\n- **Prompts**: [localmemory.co/prompts](https://localmemory.co/prompts)\n- **Support**: [Local Memory Discord](https://discord.gg/rMmn8xP3fZ)\n- **Releases Repo**: [Local Memory Releases](https://github.com/danieleugenewilliams/local-memory-releases)\n\n---\n\n**Transform your AI workflow with persistent memory. Install now and never lose context again.**\n\n```bash\nnpm install -g local-memory-mcp\n```","readmeFilename":"README.md"}