AgentIndex icon
AgentIndex
superlocalmemory logo
superlocalmemory
★ 255
vs
yantrikdb-server logo
yantrikdb-server
★ 176

superlocalmemory vs yantrikdb-server

superlocalmemory: SuperLocalMemory V3 is a local-first AI agent memory system that uses mathematical techniques (differential geometry, algebraic topology, stochastic analysis) to replace cloud LLM dependency. It offers three operating modes, achieves high benchmark scores, and is EU AI Act compliant.; 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

superlocalmemory logo
superlocalmemoryRAG / Knowledge Base · ★ 255

IDE integration (Claude Code, Cursor, Windsurf)

Read superlocalmemory full review →
yantrikdb-server logo
yantrikdb-serverRAG / Knowledge Base · ★ 176

Running as a network server for distributed memory operations

Read yantrikdb-server full review →
02

Side-by-Side Comparison

Field
superlocalmemory logosuperlocalmemory
yantrikdb-server logoyantrikdb-server
Category
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 255
★ 176
License
AGPL-3.0
AGPL-3.0
Install Command
npm install -g superlocalmemory
pip install yantrikdb
Updated
1d ago
1w ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
agent-memory, agent-reliability, ai-agents
agent-memory, ai-agents, anthropic
03

Features

superlocalmemory logosuperlocalmemory
015-channel hybrid retrieval (Semantic, BM25, Entity Graph, Temporal, Hopfield)
02Auto-learned soft prompts and adaptive memory lifecycle
03Skill evolution with performance tracking
04Tiered storage (active/warm/cold/archived)
05Trust & Security (Bayesian trust scoring, ABAC, audit trail)
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

superlocalmemory logosuperlocalmemory
↳IDE integration (Claude Code, Cursor, Windsurf)
↳CI/CD pipelines
↳Agent frameworks (OpenClaw, Codex, Goose)
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 superlocalmemory and yantrikdb-server?
Both superlocalmemory and yantrikdb-server are in the RAG / Knowledge Base category. superlocalmemory has 255 stars, while yantrikdb-server has 176 stars.
Which is better, superlocalmemory or yantrikdb-server?
The best choice depends on your use case. Choose superlocalmemory if IDE integration (Claude Code, Cursor, Windsurf), and yantrikdb-server if Running as a network server for distributed memory operations.
Is superlocalmemory free or open source?
Yes, superlocalmemory 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 superlocalmemory →Alternatives to yantrikdb-server →superlocalmemory details →yantrikdb-server details →