Kratos
STDIOMemory system for AI coding tools with persistent project knowledge storage
Memory system for AI coding tools with persistent project knowledge storage
Never explain your codebase again. Let AI remember everything.
🌐 kratos-mcp.com • Installation • Quick Start • Features • Tools
After building 30+ production apps with AI, we discovered a critical problem: AI tools forget everything between sessions. You explain your architecture, your patterns, your decisions—and tomorrow, you explain it all again.
Kratos MCP solves this with an ultra-lean memory system that gives AI perfect recall of your project—with minimal context overhead.
🔒 100% Project IsolationEach project gets its own SQLite database. No cross-contamination. Ever.  | 
⚡ Zero ConfigurationAuto-detects projects via git, package.json, or directory structure. Just install and code.  | 
🪶 Ultra-Lean ArchitectureJust 12 essential tools. 64% smaller context footprint than competitors.  | 
🌍 Universal ProtocolWorks with Claude, Cursor, Windsurf, Continue—any MCP-compatible tool.  | 
# Install globally npm install -g kratos-mcp # Or run directly with npx (no installation required) npx kratos-mcp # Or install as a dependency npm install kratos-mcp
Add to your Claude Desktop config file:
~/Library/Application Support/Claude/claude_desktop_config.json%APPDATA%\Claude\claude_desktop_config.json~/.config/claude/claude_desktop_config.json{ "mcpServers": { "kratos": { "command": "npx", "args": ["--yes", "kratos-mcp@latest"] } } }
Or if you have it installed globally:
{ "mcpServers": { "kratos": { "command": "kratos-mcp", "args": [] } } }
Run this command in your terminal:
claude mcp add kratos -- npx --yes kratos-mcp@latest
Or for global installation:
# First install globally npm install -g kratos-mcp@latest # Then add to Claude Code claude mcp add kratos -- kratos-mcp
See Claude Code MCP docs for more info.
Add to .cursor/mcp_config.json in your project root:
{ "mcpServers": { "kratos": { "command": "npx", "args": ["--yes", "kratos-mcp@latest"] } } }
Kratos works with any tool supporting the Model Context Protocol. The general format is:
{ "command": "npx", "args": ["kratos-mcp"] }
Compatible with: Windsurf, Cline, BoltAI, Augment Code, Roo Code, Zencoder, Amazon Q, Qodo Gen, JetBrains AI, Warp, Opencode, Continue.dev, Zed, and more!
Check your tool's documentation for specific MCP server configuration location.
// Your AI now remembers: // ✓ Your authentication patterns // ✓ Your API structure // ✓ Your component architecture // ✓ Your coding standards // ✓ Every decision you've made
Kratos provides 12 ultra-lean tools optimized for minimal context consumption:
| Tool | Description | 
|---|---|
memory_save | Store important project knowledge with tags, paths, and importance levels | 
memory_search | Smart semantic search with debug mode and path matching | 
memory_ask | Natural language queries about your memories | 
memory_get_recent | Get recently created memories with filtering | 
memory_get | Retrieve a specific memory by ID | 
memory_get_multiple | Bulk retrieve multiple memories | 
memory_forget | Delete a memory by ID | 
| Tool | Description | 
|---|---|
security_scan | Scan text for PII and secrets before saving | 
| Tool | Description | 
|---|---|
project_switch | Switch between different projects | 
project_current | Get current active project info | 
change_storage_path | Dynamically change storage location with automatic data migration | 
| Tool | Description | 
|---|---|
system_status | Get system status and memory statistics | 
graph LR A[Your Code] --> B[Kratos MCP] B --> C{Project Detection} C --> D[SQLite Database] D --> E[Memory Storage] E --> F[AI Tool] F --> G[Perfect Context]
| Metric | Value | 
|---|---|
| Context Overhead | 64% smaller than v3 | 
| Memory Retrieval | < 10ms | 
| Project Switch | < 100ms | 
| Storage Overhead | ~2MB per project | 
~/.kratos/                       # Default storage location
├── projects/
│   ├── project-id-1/
│   │   └── memories.db          # SQLite database with FTS5
│   └── project-id-2/
│       └── memories.db
└── global/
    └── global.db                # Shared knowledge (optional)
New in v1.6.1: Use change_storage_path to move data to custom locations like /opt/kratos or .kratos for per-project storage.
// Save a memory await memory_save({ summary: "JWT auth implementation", text: "We use httpOnly cookies with refresh tokens...", tags: ["auth", "security"], paths: ["src/middleware/auth.ts"], importance: 5 }); // Search memories await memory_search({ q: "authentication", k: 5, debug: true // Get search insights }); // Ask natural language questions await memory_ask({ question: "How does our auth system work?", limit: 10 }); // Change storage location await change_storage_path({ newPath: "/opt/kratos", migrate: true, backup: true });
// User: "Explain the auth system" // // Kratos automatically retrieves: // ✓ JWT implementation from 2 weeks ago // ✓ Middleware configuration from last month // ✓ User model structure from initial setup // // AI Response: "Your auth uses JWT with refresh tokens // stored in httpOnly cookies. The middleware validates // tokens on protected routes at /api/middleware/auth.ts:42..."
We welcome contributions! See CONTRIBUTING.md for guidelines.
# Clone the repo git clone https://github.com/ceorkm/kratos-mcp.git # Install dependencies npm install # Build npm run build # Run in development npm run dev
MIT © 2025 Kratos MCP Contributors
Built on the Model Context Protocol by Anthropic.
Inspired by real-world experience building production apps with AI.
Built for developers who value their time.