LIVE DEMO · 83 ENTITIES · 91 RELATIONS
Three months of work as a 3D knowledge graph. Seven AI agents, 23 sessions, fifteen pivots — visualised. No fake data, no marketing demo. This is the real memory of a StudioMeyer Academy.
Drag · scroll to zoom · click nodes for detail
What you're looking at
Every node is a real step. Every connection is a real decision. This isn't generated — it's the memory of an Academy from February to April 2026.
FEBRUARY 2026
Solo-operator idea. A memory-first academy for AI builders. The first decision nodes, the first entities — tech stack, audience, brand. Small, messy, full of open questions.
MARCH 2026
Seven specialised AI agents join. Skill tracking, first recipes, knowledge grows — but circular. Recipes reference concepts, concepts reference recipes. The graph gets denser.
APRIL 2026
Insight: monetisation kills learning velocity. Pivot — everything free. Visualisation instead of selling. Memory becomes visible. Pure-SVG first, then 3D force graph. Notes become a knowledge network.
What memory actually does
Memory stores what matters, connects it in the knowledge graph, forgets what gets stale, and delivers exactly the context the model would otherwise have to invent.
Entities plus typed relations with strength and evidence. Multi-hop traversal in a single tool call. You see above how projects, people, MCP servers and infrastructure connect to each other.
Trigram plus full-text plus semantic embeddings plus RRF reranking. Finds "the SSL thing" even if you stored it as "Certbot renewal". Question-conditioned retrieval distinguishes episodic vs. semantic queries.
Not all entries are equal. Confidence per learning, bi-temporal valid_from/valid_to, contradiction detection, automatic decay for stale memory. Plus point-in-time queries via asOf param.
53 tools that Claude, Cursor, Codex and Claude Desktop understand instantly. OAuth 2.1 with PKCE plus magic-link email plus Google, GitHub and Discord social login. No setup beyond a bearer token.
Supabase Pro Frankfurt with row-level security per tenant, active-standby HA with Hetzner floating IP, daily backups plus restore tests. GDPR compliant, IPv4 plus IPv6.
Import ChatGPT, Claude and Gemini history. Session start auto-loads sprint, recent sessions, top learnings and personality. The replay slider walks through every step of a past session as a timeline.
Connect in 30 seconds
Memory runs as a hosted MCP server. No server of your own, no database, no API keys in your .env. Just one URL and a login.
https://memory.studiomeyer.io/mcpHealth check and OAuth discovery are publicly reachable.
Free plan forever, Pro from $29/month. One URL and your AI never forgets — no matter which tool you use.
See Memory