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Antigravity_Optimizer_MCP MCP Server

Dimokat/Antigravity_Optimizer_MCP

Score: 55.1 Rank #1203 Search & RAG
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A local RAG-powered Model Context Protocol (MCP) server using Qdrant and FastEmbed to help AI coding agents navigate, understand, and optimize large codebases.

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claude mcp add agentrank -- npx -y agentrank-mcp-server

Overview

Dimokat/Antigravity_Optimizer_MCP is a Python MCP server licensed under MIT. A local RAG-powered Model Context Protocol (MCP) server using Qdrant and FastEmbed to help AI coding agents navigate, understand, and optimize large codebases.

Ranked #1203 out of 27488 indexed tools.

In the top 5% of all indexed tools.

Actively maintained with commits in the last week.

Ecosystem

Python MIT

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 1

1 stars → early stage

Freshness 25% today

Last commit today → actively maintained

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 0
Description Detailed
License MIT

Weights: Freshness 25% · Issue Health 25% · Dependents 25% · Stars 15% · Contributors 10% · How we score →

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

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AgentRank score for Dimokat/Antigravity_Optimizer_MCP
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Matched Queries

"mcp server""mcp-server""model context protocol""model-context-protocol"

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