AgentIndex icon
AgentIndex
TrueMemory logo
TrueMemory
★ 381
vs
yantrikdb-server logo
yantrikdb-server
★ 177

TrueMemory vs yantrikdb-server

TrueMemory: TrueMemory is a neuroscience-inspired persistent memory system for AI agents. It achieves state-of-the-art scores on LoCoMo, LongMemEval, and BEAM benchmarks while running entirely offline on a single SQLite file. The six-layer retrieval pipeline with an encoding gate filters noise and stores only meaningful information.; yantrikdb-server: YantrikDB is a cognitive memory engine designed for AI agents that goes beyond vector databases by implementing forgetting, consolidation, and contradiction detection. It provides token-efficient recall, proactive triggers, and a comprehensive API for memory operations, making it suitable for persistent AI systems.

01

TL;DR

TrueMemory logo
TrueMemoryRAG / Knowledge Base · ★ 381

Personal AI assistant that remembers user preferences and history across conversations.

Read TrueMemory full review →
yantrikdb-server logo
yantrikdb-serverRAG / Knowledge Base · ★ 177

Running as a network server for distributed memory operations

Read yantrikdb-server full review →
02

Side-by-Side Comparison

Field
TrueMemory logoTrueMemory
yantrikdb-server logoyantrikdb-server
Category
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 381
★ 177
License
AGPL-3.0
AGPL-3.0
Install Command
curl -LsSf https://raw.githubusercontent.com/buildingjoshbetter/TrueMemory/main/install.sh | sh
pip install yantrikdb
Updated
1w ago
1w ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
agent-memory, ai, ai-agents
agent-memory, ai-agents, anthropic
03

Features

TrueMemory logoTrueMemory
01Remembers everything across sessions – facts, preferences, decisions, corrections.
02State-of-the-art benchmark scores: 93.0% on LoCoMo, 92.0% on LongMemEval, 76.6% on BEAM-1M.
03Runs locally on a single SQLite file – zero cloud, zero API keys for Edge and Base tiers.
04Neuroscience-inspired architecture with six retrieval layers and an encoding gate.
05Works with Claude Code and Claude Desktop via pre-built lifecycle hooks.
yantrikdb-server logoyantrikdb-server
01Forgetting with configurable half-life decay
02Consolidation of similar memories into canonical ones
03Contradiction detection across memories
04Multi-signal scoring (recency, importance, similarity, graph proximity)
05Proactive triggers and derived personality from memory patterns
04

Use Cases

TrueMemory logoTrueMemory
↳Personal AI assistant that remembers user preferences and history across conversations.
↳Developer tool that maintains context across long coding sessions.
↳Research and simulation where agents need long-horizon memory.
yantrikdb-server logoyantrikdb-server
↳Running as a network server for distributed memory operations
↳Serving as an MCP server for AI agents (Claude Code, Cursor, Windsurf)
↳Embedding as a library in Python or Rust applications
FAQ

FAQ

What is the difference between TrueMemory and yantrikdb-server?
Both TrueMemory and yantrikdb-server are in the RAG / Knowledge Base category. TrueMemory has 381 stars, while yantrikdb-server has 177 stars.
Which is better, TrueMemory or yantrikdb-server?
The best choice depends on your use case. Choose TrueMemory if Personal AI assistant that remembers user preferences and history across conversations., and yantrikdb-server if Running as a network server for distributed memory operations.
Is TrueMemory free or open source?
Yes, TrueMemory is open source on GitHub (AGPL-3.0).
Is yantrikdb-server free or open source?
Yes, yantrikdb-server is open source on GitHub (AGPL-3.0).
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Related

Alternatives to TrueMemory →Alternatives to yantrikdb-server →TrueMemory details →yantrikdb-server details →