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Oceanir Memory

Provides persistent long-term memory for AI coding agents by storing entities, relations, and observations across different sessions. It enables users to manage and query structured knowledge like coding preferences, project patterns, and technical solutions via a graph-based storage system.

Updated
Jan 30, 2026

Oceanir Memory

Persistent memory for AI coding agents. Remember context across sessions.

Features

  • Entity Storage - Store people, projects, patterns, preferences, solutions
  • Relations - Link entities together (uses, prefers, solved, etc.)
  • Observations - Add notes to entities over time
  • Search - Full-text search across all memories
  • Graph - Explore connected knowledge

Installation

npm install
npm run build

Usage

API Server

npm run api
# Runs on http://localhost:3000
# Store a memory
curl -X POST http://localhost:3000/remember \
  -H "Content-Type: application/json" \
  -d '{"name": "prefers-typescript", "type": "preference", "content": "User prefers TypeScript over JavaScript"}'

# Search memories
curl "http://localhost:3000/recall?q=typescript"

# Get stats
curl http://localhost:3000/stats

MCP Server (Claude/Cursor)

Add to your MCP config:

{
  "mcpServers": {
    "oceanir-memory": {
      "command": "node",
      "args": ["/path/to/oceanir-memory/dist/mcp.js"]
    }
  }
}

MCP Tools:

  • remember - Store a memory
  • recall - Search memories
  • observe - Add observation to entity
  • relate - Create relation between entities
  • get_preferences - Get all preferences
  • get_patterns - Get patterns and solutions
  • memory_stats - Get stats
  • forget - Delete entity

API Tiers

FeatureFreePro ($9/mo)Enterprise
Memories1,000UnlimitedUnlimited
Requests/day10010,000Unlimited
Self-hosted--

Entity Types

  • person - User or team member info
  • project - Project details and config
  • file - Important file notes
  • concept - Technical concepts
  • preference - User preferences (coding style, tools)
  • pattern - Code patterns to follow
  • error - Common errors encountered
  • solution - Solutions to problems

License

Proprietary - See LICENSE file.

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