./work / mershbrain
MershBrain.
A company knowledge system that turns scattered context into searchable, executable skills for agents.
context layeropen source / building
What problem does it solve?
The missing ingredient in many automation projects is not another model. It is the company's actual knowledge, decisions, constraints, and operating memory.
What is built?
- repository and document indexing
- graph and context retrieval
- MCP access for agents
- verified retrieval over real company data