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mcp-optimizer MCP Server

choam2426/mcp-optimizer

Score: 27.6 ↑ 1% Rank #20622 Agent Framework
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Comprehensive MCP optimization toolkit for Claude Code — diagnose, health-check, optimize, and convert MCP servers.

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Overview

choam2426/mcp-optimizer is a Python MCP server licensed under MIT. Comprehensive MCP optimization toolkit for Claude Code — diagnose, health-check, optimize, and convert MCP servers.

Ranked #20622 out of 24850 indexed tools.

Ecosystem

Python MIT

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 12

12 stars → early stage

Freshness 25% 6mo ago

Last commit 6mo ago → stale

Issue Health 25% 50%

No issues filed → no history to score

Contributors 10% 0

0 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 2
Description Good
License MIT

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Description low impact

Expand your description to 150+ characters for better discoverability

Freshness high impact

Last commit was 196 days ago — a recent commit would boost your freshness score

Contributors medium impact

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

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AgentRank score for choam2426/mcp-optimizer
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Matched Queries

"mcp server""mcp-server"

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