ariefalabbasi/mcp-audit

View on GitHub by @ariefalabbasi

🌟 Track token consumption in real-time with MCP Audit. Diagnose context bloat and unexpected spikes across MCP servers and tools efficiently.

What's novel

🌟 Track token consumption in real-time with MCP Audit. Diagnose context bloat and unexpected spikes across MCP servers and tools efficiently.

Code Analysis

0 files read · 5 rounds

A CLI tool that attempts to track token usage for MCP clients (Claude Code, Codex CLI, Gemini CLI) but appears to be a wrapper/adapter project with limited actual implementation depth.

Strengths

Well-organized codebase with clear separation of concerns using adapter pattern, comprehensive test coverage, good use of Rich library for terminal UI, and proper type hints throughout. The display layer abstraction is particularly well-designed.

Weaknesses

README significantly misrepresents the project as a downloadable application when it's actually a Python package; core token tracking logic appears to be mostly adapter wrappers rather than deep algorithms; some files show '[Path outside repo]' suggesting incomplete implementation or simulation artifacts.

Score Breakdown

Innovation

6 (25%)

Craft

73 (35%)

Traction

8 (15%)

Scope

61 (25%)

Signal breakdown

Innovation

Not Fork+1

Code Novelty+1

Concept Novelty+2

Craft

Ci-1

Tests+8

Polish+4

Releases+1

Has License+5

Code Quality+22

Readme Quality+15

Recent Activity+7

Structure Quality+5

Commit Consistency+2

Has Dependency Mgmt+5

Traction

Forks+0

Stars+6

Hn Points+0

Watchers+0

Early Traction+0

Devto Reactions+0

Community Contribs+2

Scope

Commits+7

Languages+5

Subsystems+10

Bloat Penalty+0

Completeness+7

Contributors+7

Authored Files+15

Readme Code Match+3

Architecture Depth+7

Implementation Depth+8

Evidence

Commits

Contributors

Files

138

Active weeks

TestsCI/CDREADMELicenseContributing

Repository

Language

Python

Stars

Forks

License

NOASSERTION