Platforms / Knowledge & memory substrate

Give your agents knowledge, experience & memory.

The knowledge and memory substrate for the agent era. TPS Report turns scattered documents into a graph your agents can reason over — and a memory they write back to. Authored anywhere, wired into every agent ecosystem.

Graph RAG The Retrieval Contract Obsidian sync MCP native
Capabilities

Knowledge agents can actually use.

Retrieval isn't enough. TPS Report structures knowledge so agents pull the right context, follow real relationships, remember what they learned — and reach it from anywhere.

Graph RAG

Reasoning-grade retrieval

Not vector soup. Agents follow explicit relationships — multi-hop traversal, importance scoring, even prerequisite chains ("read this first"). Reasoning over a graph, not a pile of chunks.

The Retrieval Contract

Knowledge that can't misfire

Every document declares what it's for — and what it's not for. Enforced twice, at authoring and at sync, so agents never over-retrieve ambiguous context.

Author anywhere

Your vault and the cloud, one truth

A shipped Obsidian plugin syncs bidirectionally — stable IDs, conflict-safe — while browser authoring stays fully first-class. The vault is optional bedrock, never a requirement.

MCP native

Wired into every agent ecosystem

An MCP server exposes your knowledge platform as native tools to any MCP agent — Claude, Cursor, whatever ships next. The substrate isn't captive to our runtime.

Agents that remember

Memory, not just knowledge

Reflexion notes capture what an agent learned each run; conversation memory persists durably. Report = the mind, sections = memory categories, pages = engrams.

Publish & gate

Knowledge as a product

Turn a corpus into a member-gated product — visibility and edit scopes enforced all the way down to retrieval, on a seats-and-members workspace layer.

Why it's different

Two layers, built to feed each other.

Most tools give you a knowledge base or an agent runtime. TPS Report is one system where the first makes the second smarter.

Layer 01 — Publishing

Structure & publish

Turn documents into a curated, graph-connected knowledge base you own and control.

  • Taxonomy, categories & relationships
  • Member gating & access scopes
  • Monetize corpora as products
Layer 02 — Execution

Agents that reason on it

Point agents at the corpus and they inherit its structure — retrieving, traversing, reasoning, and writing memory back.

  • Graph RAG & multi-hop traversal
  • The Retrieval Contract, enforced
  • Reflexion memory written back each run

The publishing layer isn't a nice-to-have — it's what makes the execution layer defensible. Curated structure is context your competitors' open-web agents can't reach.

Built for

Where TPS Report earns its keep.

01

Internal knowledge agents

Grounded assistants that answer from your policies, docs, and tribal knowledge — with citations.

02

Member knowledge products

Gated, monetizable knowledge bases with an AI agent on top for your audience or clients.

03

Research & due diligence

Multi-hop retrieval across connected sources — reasoning chains you can trace, not black-box answers.

04

Support & docs agents

Centrality-ranked, freshness-monitored docs so agents surface the right article, kept current.

Give your agents a memory worth keeping.

Start on TPS Report today, or let us architect the substrate with you.