# Memagen™ — fact sheet

**Version:** 2026-05-08
**Maintainer:** Memagen™ contributors
**Site:** <https://memagen.com>
**Source:** <https://github.com/tablevitas123/crackedclaw>

## What it is

Memagen™ is an open-core agent platform built around a typed, time-aware
**compound-graph memory substrate**. The platform combines:

- a multi-domain graph store (entities and edges, with temporal validity
  windows) used as the agent's working and long-term memory,
- a multi-provider LLM router with a lenient tool-call parser at the
  boundary,
- a capability vault that gates tool execution behind explicit grants,
- a sandboxed self-modification subsystem that proposes, builds, and
  canary-tests changes against an isolated worktree before merging.

## Tiers and licensing

| Tier | Price | LLM | License | Status |
|------|-------|-----|---------|--------|
| Memagen™ Lite | Free | BYOLLM | MIT | Available |
| Pro Memagen™ Local Monthly | USD 20 / mo | BYOLLM | EULA | Available |
| Pro Memagen™ Local Lifetime | USD 200 once | BYOLLM | EULA | Available |
| Pro Memagen™ Connected (Starter) | USD 25 / mo | 500K tokens incl. | EULA + ToS | Q4 2026 |
| Pro Memagen™ Connected (Standard) | USD 50 / mo | 2M tokens incl. | EULA + ToS | Q4 2026 |
| Pro Memagen™ Connected (Pro) | USD 100 / mo | 5M tokens incl. | EULA + ToS | Q4 2026 |
| Pro Memagen™ Connected (Team) | USD 300 / mo | 20M tokens incl. | EULA + ToS | Q4 2026 |

## Repository at a glance

These figures describe the source repository at the version stamped above.
They will drift as the project develops; see the live repository for
current values.

| Statistic | Value |
|-----------|-------|
| Core source files (Python) | 741 |
| Core source lines (Python) | 155,576 |
| Top-level core subsystems | 78 |
| Test files | 361 |
| Test source lines | 82,433 |
| Published research papers | 9 |
| Public site pages | 11 |

## Subsystem inventory (selected)

The following subsystems have published research-paper writeups at
<https://memagen.com/papers>:

- **Master paper** — platform overview, memory substrate, control flow
- **AutoMCP** — automatic Model Context Protocol tool generation
- **AutoWebMCP** — tool generation from web-page interaction graphs
- **PCMCP** — vision-free computer control via programmatic UI probing
- **UIMCP** — adaptive catalog compression for multi-tool dispatch
- **Lenient parser** — recovery from malformed tool-calls at the LLM boundary
- **Capability vault** — Fernet-encrypted audit chain for tool grants
- **LLM router** — multi-provider routing with provider-conditional retries
- **Safety toggles** — default-restrictive UX with hard invariants

For a fuller list of subsystems (with an open-core / proprietary marker on
each), see <https://memagen.com/features>.

## Architecture summary

- **Memory:** typed nodes (e.g. `user_account`, `goal`, `recipe:def`,
  `recipe:execution`, `capability_policy`, `presence:focus_change`)
  connected by typed edges (`owned_by`, `decomposes_to`, `pursues`,
  `supersedes`, others) with temporal validity windows. Fact invalidation
  creates `supersedes` edges rather than deleting prior state.
- **LLM routing:** native support for OpenAI, Anthropic, Google, OpenRouter,
  NIM, Ollama, llama.cpp, and vLLM endpoints. Bring-your-own keys.
- **Self-modification:** sandboxed via a worktree-isolated build, ephemeral
  database, and a canary test battery. Changes never touch the live install
  until the canary passes.
- **Distribution:** Memagen™ Lite ships as `pip install memagen-lite`. Pro
  Memagen™ Local ships as platform-specific compiled binaries for x86_64
  and aarch64 on Linux and macOS, plus x86_64 on Windows.

## Founder member program

The first 100 buyers of Pro Memagen™ Local earn deferred Connected access
when Connected launches. Lifetime ($200) buyers receive three months free
on the Connected Team tier; Monthly ($20) buyers receive three months free
on the Connected Standard tier. Service-level backstop: if Connected
launches more than 90 days late, the perk doubles to six months. Full
terms at <https://memagen.com/founder-program>.

## Contact

| Address | Purpose |
|---------|---------|
| <press@memagen.com> | Media inquiries |
| <hello@memagen.com> | General questions |
| <support@memagen.com> | User support |
| <security@memagen.com> | Vulnerability disclosure |
| <sales@memagen.com> | Sales |

## How to cite

> Memagen™ contributors. *Memagen™: agent platform with compound-graph
> memory.* <https://memagen.com>. Accessed YYYY-MM-DD.

## Trademark and licensing notes

**Memagen** with a trademark mark is a common-law trademark of the
Memagen™ contributors. The Memagen™ Lite source code is available
under the MIT license. Pro Memagen™ Local and Connected are licensed
under a proprietary end-user license agreement; see
<https://memagen.com/eula>.