yantrikdb-server
Active·★ 177·AGPL-3.0·Updated 2026-10-15
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
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
Alternatives
TrueMemory★ 381
A living memory system that ingests long-horizon data to infer insights, enabling more decisive action, all while running on a single SQLite file locally.
superlocalmemory★ 254
World's first local-only AI memory to break 74% retrieval and 60% zero-LLM on LoCoMo. No cloud, no APIs, no data leaves your machine. Additionally, mode C (LLM/Cloud) - 87.7% LoCoMo. Research-backed. arXiv: 2603.14588
ClawMem★ 211
On-device context engine and memory for AI agents. Claude Code, Hermes and OpenClaw. Hooks + MCP server + hybrid RAG search.
yantrikdb-mcp★ 25
Persistent cognitive memory for AI agents — drop-in MCP server for Claude Code, Cursor, Windsurf. Temporal decay, contradiction detection, knowledge graph, autonomous consolidation. Backed by the YantrikDB Rust engine. Install: pip install yantrikdb-mcp.
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