Decisions, findings, dead ends, directions. Pragmus is where that goes — structured automatically, readable by your next agent.
the problem
Important calls end up buried in chat logs. You remember making the decision but not what you actually decided.
Your agent proposes what you already rejected. Not because it forgot — it never knew.
The thinking that happened in a session — what was tried, what failed, what was resolved — disappears when the context closes.
how it works
Connect Pragmus via MCP. After each session, write what happened. Pragmus extracts, organizes, and builds structure automatically. The knowledge accumulates. You never maintain it.
Start each session fresh. Your agent reads structure, not history — not the full chat log from last time. Save tokens. Start clean.
Vector stores recall fragments. Graph databases require traversal queries. Neither gives your agent a navigable structure it can orient in immediately.
Pragmus is not a graph database. It’s a self-organizing hierarchy — project, area, topic, pragma. Your agent drills down. No graph queries. No edge traversal. Just structure that already makes sense on arrival.
Every item is classified by intent — decision, feedback, directive, idea. Items connect to each other. Contradictions are detected. The result is organized knowledge, not a memory dump.
No folders. No tags. No maintenance. Knowledge self-organizes into areas and topics. Summaries update as items accumulate. The structure evolves with your project — you don’t manage it.
Via MCP, your agent navigates areas, topics, and summaries — not a flat list of memories. It understands what was decided, what conflicts, and what’s still open. That’s the difference.
your agent reads it
When your agent connects, it reads pre-organized structure — areas, topics, summaries. It doesn’t search. It navigates what’s already there.
Reads are database queries. No LLM calls. Nothing on top of whatever you’re already running.
built for
Every positioning discussion, competitive insight, and product decision goes into Pragmus. Months of sessions become organized knowledge your next agent can draw from.
What was tried, what failed, what was rejected — organized once, there always. Your agent knows what came before.
Running agents on a project? Each session adds to the same organized record. No re-explaining. No starting over.
Works with any MCP-compatible client
No schema. No config. Free to start.
MCP-native · self-organizing · zero read cost
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