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victoriacheng15/echo

Score: 43.7 Rank #783

Engineered an MCP server to solve the LLM statelessness gap. Tracks Unit Economics and carbon impact via DuckDB while ensuring sub-10ms query via FTS5, WAL and knowledge refinement.

Overview

victoriacheng15/echo is a Go MCP server licensed under MIT. Engineered an MCP server to solve the LLM statelessness gap. Tracks Unit Economics and carbon impact via DuckDB while ensuring sub-10ms query via FTS5, WAL and knowledge refinement.

Ranked #783 out of 25632 indexed tools.

In the top 4% of all indexed tools.

Actively maintained with commits in the last week.

Ecosystem

Go MIT

Signal Breakdown

Stars 1
Freshness 2d ago
Issue Health 50%
Contributors 0
Dependents 0
Forks 0
Description Detailed
License MIT

How to Improve

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 victoriacheng15/echo
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Matched Queries

"mcp server""mcp-server"
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