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MCP server · Agents

Painpoints

by · github.com/prodBirdy/painpoints

Find the architectural pain points in any codebase. Scores every file on layering, complexity, data access, failure handling, UI cost and trust-boundary risk against Google, Amazon and OWASP guidance. Ranked JSON for AI coding agents, an MCP server, a native viewer. Rust.

Unclaimed ai-agentsarchitectureclaude-codeclicode-qualitycode-reviewcodebase-analysiscoding-agentscursordeveloper-toolsllmmcpmcp-servermodel-context-protocolrefactoringruststatic-analysistechnical-debt
InstallView source
34Low

Scored 28 days ago · breakdown

About Painpoints

Painpoints is an MCP server published by prodBirdy in the Agents category: find the architectural pain points in any codebase. Scores every file on layering, complexity, data access, failure handling, UI cost and trust-boundary risk against Google, Amazon and OWASP guidance. Ranked JSON for AI coding agents, an MCP server, a native viewer. Rust.

Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/prodBirdy/painpoints

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Security checks

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Releases

v0.1.0painpoints 0.1.0 · 17 Sep 2026First release. painpoints scores every source file in a repository on six architectural pain dimensions and hands AI coding agents a ranked, self-explaining report. Six dimensions with levels written from published guidance: Google…
Questions

About Painpoints

How do I install Painpoints?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Painpoints safe to use with an AI agent?

Its trust score is 34 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Painpoints still maintained?

Yes — the latest release is v0.1.0 (17 Sep 2026), and the last commit was a month ago. The repository has 0 stars.