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yantrikdb-server

yantrikdb-server

Active·★ 149·AGPL-3.0·Updated 2026-05-20

★ Trending★ RAG / Knowledge Base★ Memory & Context

Cognitive memory database for AI agents — consolidates duplicates, detects contradictions, fades stale memories via temporal decay. Rust, AGPL, ships as library / MCP server / HTTP cluster.

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.

#agent-memory#ai-agents#anthropic#claude-code#clustering#cognitive-memory#database#embeddings

$ Install

$ pip install yantrikdb

↗ Visit site ★ GitHub

01

Features

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

02

Compatibility

Python

Python bindings

Verified via docs

Rust

Rust engine

Verified via docs

MCP

MCP server for AI agents

Verified via docs

HTTP

HTTP server (Docker)

Verified via docs

03

Quick start

1

$ pip install yantrikdb

04

Use cases

↳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

05

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Related searches

yantrikdb-server Alternatives Best RAG / Knowledge Base Tools 2026 Open Source RAG / Knowledge Base yantrikdb-server Tutorial yantrikdb-server Vs Competitors agent-memory ai-agents anthropic

Comments

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O
Oaklyn GarciaMay 17, 2026
Good for AI agents that accumulate memory from multiple sources over time.
P
Parker ZhangApr 16, 2026
Cognitive memory database that consolidates duplicates and detects contradictions.
R
Remy LeeApr 15, 2026
Contradiction detection prevents the AI from holding conflicting beliefs.
J
Jesse GarciaMar 9, 2026
Database approach means memory is queryable and persistent.

On this page

01Features 02Compatibility 03Quick start 04Use cases 05Alternatives

Stats

GitHub Stars★ 149

Last commit1w ago

StatusActive

LicenseAGPL-3.0

CategoryRAG / Knowledge Base

Trend (30d)

+5.9↑ 0.8%

Links

Documentation↗Discussion↗Issues↗Releases↗

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