Give your agents a Cortex
CLAUDE.md remembers what YOU told it. Waykee Cortex knows what your ENTIRE TEAM built.
Open-source hierarchical context engine for AI agents. 31 MCP tools. AGPL v3.
Every agent solves execution. None solve context.
Claude Code
Cursor
Ruflo
Ridges
Cowork
of tokens wasted re-understanding your codebase every session
Your agent can write code. It just doesn't know WHY that function exists, WHAT your team decided last month, or WHERE the constraints are documented.
One MCP call. Full inherited context.
Before
After
GetBotContext(waykeeId: 110100)
// Response:
{
"hierarchy": [
{ "type": "System", "subject": "Atlas Insurance" },
{ "type": "Module", "subject": "Mobile App" },
{ "type": "Screen", "subject": "Login" }
],
"fullContext": "System: Atlas Insurance\n
Module: Mobile App (GitHub: atlas/mobile)\n
Screen: Login (Auth0, biometric flow...)\n
DB: users, sessions, auth_tokens",
"instructionPacks": ["Developer Guidelines", ...]
}Knowledge + Work. Two dimensions. One platform.
Knowledge
Work
Knowledge = what your team BUILT (permanent). Work = what your team is DOING (temporary).
A task inherits context from both dimensions. Dual-parent architecture.
Accreting Knowledge Architecture
Every interaction makes your agents smarter. Knowledge compounds over time.
Bot receives task
Agent picks up a ticket
GetBotContext
Full hierarchy inherited
Executes with context
Your LLM, your keys
Reports progress
SendMessage to thread
Docs updated
Knowledge captured
Knowledge accumulates
Compounding context
Bot receives task
Agent picks up a ticket
GetBotContext
Full hierarchy inherited
Executes with context
Your LLM, your keys
Reports progress
SendMessage to thread
Docs updated
Knowledge captured
Knowledge accumulates
Compounding context
Every interaction makes your agents smarter. Documentation updates automatically. Knowledge compounds over time.
The landscape
| Feature | Claude Memory | Ruflo | Cowork | CLAUDE.md | Waykee Cortex |
|---|---|---|---|---|---|
| Structure | Flat | Flat | Flat | File | ✓Hierarchical with inheritance |
| Scope | Individual | Individual | Individual | Per repo | ✓Organizational |
| Memory type | Episodic | Session | Session | Manual | ✓Semantic + structural |
| Multi-agent | No | Yes | No | No | ✓Yes with identity |
| Communication | No | No | No | No | ✓Email bridge + chat |
| Model-agnostic | Claude only | Claude only | Claude only | Any | ✓Any |
| Permissions | None | None | None | None | ✓Inherited by hierarchy |
One engine. Every industry.
Software
Atlas Insurance → Mobile App → Login Screen
Events & Weddings
Wedding Martinez → Catering → Chef Antonio
Legal
Case #2024-001 → Contract Law → Settlement Draft
Construction
Tower North → Foundation → Structural Plan v3
Same two dimensions. Different hierarchies. Industry templates coming soon.
Own your context.
// GetBotContext response
{
"hierarchy": [
{ "type": "System", "subject": "Atlas Insurance" },
{ "type": "Module", "subject": "Mobile App",
"metadata": { "gitHubRepo": "atlas/mobile" }},
{ "type": "Screen", "subject": "Login" }
],
"instructionPacks": [
{ "name": "Developer Guidelines", "content": "..." }
],
"fullContext": "System: Atlas Insurance\n..."
}- ✓31 MCP tools ready
- ✓Model-agnostic: Claude, GPT, DeepSeek, Llama
- ✓Your data, your server, your LLM keys
- ✓Hierarchical RAG with semantic search
- ✓Instruction packs for reusable context
The open source thinks. The Worker executes. You pay your own LLM.
Production-ready.
MCP tools
API endpoints
Powered by Claude Code + Waykee Cortex eating its own dog food
Give your agents a Cortex.
Waykee Cortex will be released as open source (AGPL v3). Register to get priority access and be the first to know when the repository goes live.