StudioMeyer Memory

Long-term AI memory with bi-temporal knowledge graph. 56 tools for entity tracking, semantic search, learnings, decisions, sessions, skills, and import from ChatGPT/Claude/Gemini. Provider-agnostic; works with any LLM that speaks MCP. Hosted at Hetzner Nuremberg (Germany, EU), with tenant-scoped application queries.

Skills

• Search across all memory
  Unified search with temporal decay across decisions, learnings, sessions, skills, evolution, entity observations. Trigram + full-text + LIKE. Recent memories rank higher.
  memorysearchrecallrrftemporal
• Persist learnings and decisions
  Store typed learnings (pattern, mistake, insight, research, architecture, infrastructure, tool, workflow, performance, security) with built-in duplicate-prevention gatekeeper. Log decisions with confidence scores and alternatives.
  memorylearndecidegatekeeper
• Knowledge graph entity tracking
  Bi-temporal knowledge graph with entities, observations, relations. Time-travel queries via asOf parameter. Entity merge, deep-search, history, communities. 56 tools total in MCP surface.
  knowledge-graphentitiesbi-temporalobservations
• Session start, end, replay
  Auto-loaded context on session start, structured summaries on session end, full session replay with timeline visualization. Sessions persist across multiple AI conversations.
  sessionscontinuityreplaytimeline
• Track which patterns work
  Skill registry with success/failure tracking per domain. Recipe lookup returns the best tool-chain for a task based on past experience.
  skillspatternsrecipes
• Import ChatGPT, Claude, Gemini history
  Bulk import conversation history from ChatGPT, Claude.ai, Gemini exports. Auto-extracts learnings, entities, and relations into the knowledge graph.
  importchatgptclaudegeminimigration
• Provider-agnostic memory backend
  Connect through an MCP-capable AI client or a REST integration such as n8n. Model support depends on your client; Memory provides the storage and search layer.
  multi-llmagnosticmcpbyo-llm
• Interactive 3D knowledge graph
  Cinema-mode 3D-Force-Graph rendering of the knowledge graph with time-travel slider and session-replay timeline. Available as MCP Apps UI resources for clients that support sandboxed iframes (Claude.ai, VS Code Copilot, Goose, Postman, MCPJam).
  visualization3dmcp-appstime-travel
• Tenant-scoped memory storage
  Shared PostgreSQL tables with tenant-scoped application queries. Storage at Hetzner Nuremberg (Germany, EU). AI features may send relevant content to configured model providers; EU storage does not imply EU-only model processing. Bearer API key + OAuth 2.1 + Magic Link auth.
  multi-tenanttenant-scopingoauth-2.1eu-storage
• Analytics, insights, contradictions, decay
  Knowledge graph health analytics, contradiction detection, learning decay (forgetting curve), proactive suggestions, communities clustering, deduplication, synthesis from learning clusters.
  analyticsinsightshealthcommunities

How to call

https://memory.studiomeyer.io/mcp

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