Give your agent a filesystem.
It gets your company brain.
RetainDB connects your tools, extracts durable memory, and turns company context into a readable structure of sources, documents, memories, and live profiles. Agents stop guessing. They read.
# What the agent should know
- GitHub source is indexed and healthy
- Auth rewrite decision superseded the old plan
- Customer prefers concise implementation plans
- Latest work: pricing cleanup, source sync, docs
Loaded the project orientation, active priorities, and latest source state. The agent starts with the current company state before it answers.
What lives inside the
company filesystem.
The filesystem is not a storage gimmick. It is the cleanest way to expose company context to agents without stuffing every prompt.
Sources
Every connected workspace tool has a readable status surface: what is connected, what synced, what failed, and what changed.
Documents
Docs, transcripts, PDFs, pages, and repo files become readable entries with original paths, metadata, citations, and content.
Memories
Decisions, preferences, corrections, tasks, and facts become verified memories with provenance instead of vague chat summaries.
Profiles
Live user, team, and project profiles are generated from memory so the agent starts with useful orientation.
Agents should not hunt through dashboards for context.
A filesystem gives agents a stable mental model: list what exists, read the right file, search by meaning, cite the source, and keep moving. That is a better interface than another dashboard tab.
Search by meaning
The agent asks for the decision, issue, person, task, or clause. RetainDB finds the relevant memories and documents without dumping the whole workspace.
Read the right layer
Short-lived working context, durable memory, source documents, and live profiles stay separate, so the agent can use the right kind of context.
Navigate like files
A company brain becomes browsable: README for orientation, sources for provenance, documents for raw context, memories for durable facts.
Cloud, Local, MCP.
One product story.
Cloud connects the company. Local keeps coding agents efficient. MCP and API let any agent read the same trusted brain.
Company tools become a company brain.
Connect GitHub, Slack, Notion, Drive, URLs, PDFs, and meeting transcripts. RetainDB extracts memory, keeps sources fresh, and gives agents the context they need.
Agents access context without another dashboard.
Claude, Cursor, Codex, OpenCode, and custom agents can call memory search, context query, source read, and filesystem read tools directly.
Coding agents get compact local context.
RetainDB Local routes memories, relevant files, code maps, and tool output into a small context pack so agents stop rereading the whole repo every turn.
Your AI finally feels like it works here.
The best AI experience is not a longer prompt. It is the relief of an agent that already knows the project, the customer, the decision, and the next step.
Users stop repeating themselves
Agents remember preferences, project context, past decisions, and source-backed facts across sessions.
Every agent gets the same brain
Support bots, coding agents, research assistants, and internal copilots read from one shared context layer.
Context becomes inspectable
Teams can see what the agent is reading: sources, documents, memories, profiles, and citations.
Give your agent the files it should have had from day one.
Connect your sources, let RetainDB build the company brain, then let every agent read the exact context it needs before it answers.