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yaacov/ymca

Score: 22.4 Rank #10018

YMCA combines the power of small language models (SML) with the flexibility of MCP servers, all while maintaining a small footprint through quantized models. The framework uses llama.cpp and includes built-in memory capabilities, allowing the agent to maintain context across conversations using semantic search and vector embeddings.

Overview

yaacov/ymca is a Python MCP server licensed under MIT. YMCA combines the power of small language models (SML) with the flexibility of MCP servers, all while maintaining a small footprint through quantized models. The framework uses llama.cpp and includes built-in memory capabilities, allowing the agent to maintain context across conversations using semantic search and vector embeddings.

Ranked #10018 out of 25632 indexed tools.

Ecosystem

Python MIT

Signal Breakdown

Stars 1
Freshness 3mo ago
Issue Health 50%
Contributors 0
Dependents 0
Forks 0
Description Detailed
License MIT

How to Improve

Freshness high impact

Last commit was 119 days ago — a recent commit would boost your freshness score

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

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AgentRank score for yaacov/ymca
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Matched Queries

"mcp server""mcp-server"
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