Private BetaYour agents are working from noise.
Myco gives them truth.
Most memory tools store unverified summaries, duplicates, and LLM guesses. Myco builds a deterministic knowledge graph — every fact traced to its source, every query auditable, every agent working from the same truth.
Start free with open source · No credit card required · 30-day money-back on cloud plans
Start in seconds.
One command to run the MCP server. Works with Claude, Cursor, and any MCP-compatible agent.
Requires Node 18+ and a Postgres + pgvector instance. Set DATABASE_URL in your environment.
This is what it feels like when your AI actually knows you.
These are not hypothetical. These are the questions Myco answers — instantly, with sources — that no AI tool can answer today.
Found 3 commitments across 2 emails and 1 proposal — all linked to source documents with timestamps.
Ranked by project history, open tickets, and commitment density. Full reasoning included.
Yes — the Martinez project in 2024. Here is the relevant code context and what was learned.
Complete context pack in one API call. No manual prep. 3 years of history, structured.
Each answer is traced back to its source document. No hallucinations. No guesses.
“97% of my agent's memories were junk.”
This is not a rounding error. It is the state of memory systems today. The failure is silent until production is already paying the price.
Built for teams that are serious about AI.
Whether you are using one AI tool or running a full autonomous agent stack, Myco is the memory layer you have been missing.
We hit this wall at our own agency. Then we built the fix.
Good Guys LA has been running autonomous AI agent workflows since early 2025. We had Claude, Cursor, and Paperclip agents running across a dozen client accounts. Every agent started from scratch. Agents contradicted each other. We spent an hour every morning assembling context for work that should have been instant.
We built Myco because we needed it. Today, every agent we run — across every client — queries a single, growing, auditable memory. We don't brief agents anymore. We don't repeat context. We don't correct contradictions. Our AI stack gets smarter every week.
We built Myco because we needed it. Now we are opening it to teams who want the same.
From scattered files to structured intelligence in three steps.
No complex setup. No custom pipelines. Myco handles the hard parts so your AI can focus on the work.
Built different. Not just another search box.
Most “AI memory” tools index documents and call it memory. Myco builds a living, growing, auditable knowledge graph your agents can actually reason over.
With self-hosted Myco, your data never has to leave your infrastructure.
Every time your team pastes a client contract into ChatGPT, that document travels to OpenAI’s servers. Every document you feed an AI agent as context crosses someone else’s infrastructure. Most teams have not fully considered what this means.
We looked at every alternative. Here is the honest comparison.
We researched MemPalace, Mem0, Glean, LangChain, Notion AI, and more before building Myco. None of them solved the problem. Here is why.
| Feature | Myco | Glean / Notion AI | Mem.ai / Mem0 | LangChain / RAG | MemPalace (OSS) |
|---|---|---|---|---|---|
| MCP-native | ✓ Yes | No | No | SDK only | No |
| Multi-agent shared memory | ✓ Yes | No | No | Build it | Partial |
| Deterministic core | ✓ Yes | No | No | No | Partial |
| Full audit trail | ✓ Yes | No | No | No | No |
| Data stays on your infra | ✓ Yes | No | No | Depends | Yes |
| Human review queue | ✓ Yes | No | No | No | No |
| Managed cloud | ✓ Yes | Yes | Yes | No | No |
| Self-hosted option | ✓ Yes | Enterprise | No | Yes | Yes |
| 1,000+ connectors (Composio) | ✓ Yes | Partial | No | No | No |
Deep-dive comparisons:
The compounding advantage.
AI tools give you a powerful day-one capability. Myco gives you something better: an advantage that grows every single day.
- —Every AI session starts from zero
- —30%+ of AI budget goes to re-establishing known context
- —Agents contradict each other with no resolution
- —Knowledge walks out the door when people leave
- —Raw client documents flowing through external servers
- —AI stack is exactly as smart as day one
- ✓Every agent starts informed — client history, commitments, context
- ✓60–80% reduction in tokens per agent call
- ✓Single source of truth — agents coordinate, not contradict
- ✓Institutional knowledge grows and persists permanently
- ✓Raw data processed on your infrastructure only
- ✓AI stack gets smarter every single day
The teams that build persistent memory into their AI stack today will have a compounding intelligence advantage that is very hard to catch up to in 2-3 years. The teams that don’t will still be pasting context into chat windows.
Free to self-host. Cloud coming soon.
The full Myco core is open source and free to run on your own infrastructure. Managed cloud hosting is in active development — join the waitlist to get access first and lock in founding pricing.
Open source core · MIT license · No credit card ever required for self-hosted
- ✓Full deterministic memory core
- ✓All MCP tools
- ✓Postgres + pgvector on your infra
- ✓GitHub + Docker deployment
- ✓MIT license — own your stack
- ✓Community support
- ✓Everything in Free
- ✓We run the infrastructure for you
- ✓1,000+ Composio OAuth connectors
- ✓3D interactive knowledge graph
- ✓Team workspaces + multi-agent
- ✓Founding pricing locked for waitlist
Your agents are only as good as what they remember.
Beta access is rolling out now. Start with our free open-source core, or get managed hosting starting at $49/month. Every plan includes the same deterministic engine.
No charge until beta access is ready · 30-day money-back guarantee