Changelog

Latest updates and improvements to MemData.

v1.4.0January 31, 2026

Artifacts Management, Security & Agent UX

  • +New Artifacts page - view, filter, and bulk delete stored memories
  • +MCP: Visual match quality indicators (🟢🟡🟠🔴) in query results
  • +MCP: Smarter whoami - prompts identity setup, dedupes recent activity
  • +MCP: Better ingest feedback - explains async AI tagging
  • +MCP: List pagination hints when more memories available
  • +Security: HSTS header for HTTPS enforcement
  • +Security: Prompt injection defense with data delimiters
  • +Security: LIKE wildcard escaping in search queries
  • +Security: 256-bit API key entropy (was 128-bit)
  • +Security: Content length limits on ingestion
  • +Microsoft Clarity integration for session recordings
  • +Narrative deduplication - one per artifact instead of per chunk
  • +Bulk delete API endpoint for artifact cleanup
v1.3.0January 30, 2026

Narrative Memory Layer

  • +Extract decisions, causality, patterns, implications from memory
  • +Query responses now include narrative layer (the "why" behind facts)
  • +Confidence scores for each narrative insight
  • +Batch processing via OpenAI Batch API (cost-efficient)
  • +New narratives table with automatic extraction pipeline
  • +Cron jobs for narrative batch creation and processing
v1.2.0January 30, 2026

Agent Identity & Relationships

  • +memdata_whoami - get agent identity at session start
  • +memdata_session_end - save handoff before context compression
  • +memdata_set_identity - set agent name and summary
  • +memdata_query_timerange - search with date filters (since/until)
  • +memdata_relationships - find co-occurring entities (people, companies, projects)
  • +New /api/memdata/identity endpoint for agent context persistence
  • +New /api/memdata/relationships endpoint for entity queries
  • +Database: agent_context table for identity storage
v1.1.0January 2026

AI Tagging & Visualization

  • +AI auto-tagging via OpenAI Batch API (topics, entities, concepts)
  • +Memory network visualization in dashboard
  • +Search-to-visualization highlighting
  • +Slack notifications for new signups
v1.0.0January 2026

Production Launch

  • +MCP server published to npm (memdata-mcp)
  • +Dashboard with file upload and search
  • +API key management with scopes
  • +Usage tracking and plan limits
  • +PDF, image, and audio processing
v0.1.0January 2026

Initial Release

  • +MCP server for Claude Code, Cursor, and other AI-native IDEs
  • +Natural language queries with confidence scores
  • +REST API for custom integrations

Want to request a feature?

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support@profitz.ai