Cogni
Cogni is an MCP memory server designed for LLMs and AI agents, utilizing entity-graph spreading activation to enable deterministic, multi-hop, and cross-vocabulary retrieval without using an LLM or GPU in the retrieval path.
AFIT Review
- Accuracy
- 4.0
- Privacy
- n/a
- Value
- 4.0
- Multilingual
- n/a
- Ease of use
- 5.0
- Scalability
- 4.0
Lab Verdict
Cogni is a strong candidate for developers building AI agents that require tracking multi-hop connections across documents without incurring the high API costs and latency of iterative LLM reasoning loops. It is easy to set up via OAuth and a single remote endpoint. However, users should note that it is currently hosted as a remote service rather than a self-hosted database, and its retrieval performance in production depends heavily on how the client model is prompted to call its tools.
llm-judge · website review · 2026-08-18
Pricing
No pricing captured.