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idea-reality-mcp MCP Server

mnemox-ai/idea-reality-mcp

Score: 64.0 ↓ 23.7% Rank #267 MCP Server
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Pre-build reality check for AI coding agents. Scans GitHub, HN, npm, PyPI, Product Hunt. MCP server. 290+ stars.

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Overview

mnemox-ai/idea-reality-mcp is a Python MCP server licensed under MIT. Pre-build reality check for AI coding agents. Scans GitHub, HN, npm, PyPI, Product Hunt. MCP server. 290+ stars.

Ranked #267 out of 24850 indexed tools.

In the top 2% of all indexed tools.

Actively maintained with commits in the last week.

Ecosystem

Python MIT 58 pypi/wk

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 822

822 stars → growing community

Freshness 25% 6d ago

Last commit 6d ago → actively maintained

Issue Health 25% 25%

1/4 issues closed → many open issues

Contributors 10% 3

3 contributors → small team

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads 13% 58/wk

58 weekly installs → early adoption

Forks 88
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

Issue Health high impact

You have 3 open vs 1 closed issues — triaging stale issues improves health

Dependents medium impact

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

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AgentRank score for mnemox-ai/idea-reality-mcp
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Matched Queries

"mcp server""mcp-server"

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