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nakurian/hce

Score: 36.9 Rank #3557

Middleware memory engine for LLMs — replaces linear chat history with three parallel structures (Entity Graph, Semantic Tree, Focus Buffer) to retrieve only the most relevant context within a token budget. Works as a Python library or MCP server for Claude Code, Copilot CLI, and other AI tools.

Overview

nakurian/hce is a Python MCP server. Middleware memory engine for LLMs — replaces linear chat history with three parallel structures (Entity Graph, Semantic Tree, Focus Buffer) to retrieve only the most relevant context within a token budget. Works as a Python library or MCP server for Claude Code, Copilot CLI, and other AI tools.

Ranked #3557 out of 25632 indexed tools.

Ecosystem

Python No license

Signal Breakdown

Stars 1
Freshness 24d ago
Issue Health 50%
Contributors 0
Dependents 0
Forks 0
Description Detailed
License None

How to Improve

License low impact

Add an MIT or Apache-2.0 license to signal trust and enable adoption

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

Badge

AgentRank score for nakurian/hce
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Matched Queries

"mcp server""mcp-server"
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