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affaan-m avatar

Codehealth Mcp

affaan-m/ecc
1.4k installs240.8k stars
Summary

CodeScene's structural maintainability analyzer as an MCP server. It scores files 1-10 before you touch them and verifies the delta after each change, so you know when AI-generated refactors are making things worse. The workflow is straightforward: review for a baseline, edit, score again, gate the commit if health regressed. It catches design-level problems (complexity, brain-heavy functions) that linters miss. You'll want this when refactoring legacy code or before opening a PR on a module you don't trust yet. Standalone mode works without a paid CodeScene account. The four gating tools (review, score, pre-commit safeguard, change set analysis) are what matter. Complements lint and test loops with a structural regression check.

Install to Claude Code

npx -y skills add affaan-m/ecc --skill codehealth-mcp --agent claude-code

Installs into .claude/skills of the current project.

CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
inference shell
inference shell
create and run specialised agents in minutes
build now →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
inference shell
inference shell
create and run specialised agents in minutes
build now →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
Files
SKILL.md

Select a file.

Featured
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
inference shell
inference shell
create and run specialised agents in minutes
build now →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
Categories
Git & Pull RequestsCode Review & QualityAI & Agent Building
First SeenJul 14, 2026
View on GitHub

More from affaan-m/ecc

All 263 skills →
  • Intent Driven Development1.4k
  • Orch Add Feature1.4k
  • Orch Build Mvp1.4k
  • Inherit Legacy Style1.4k
  • Orch Pipeline1.3k
  • Orch Refine Code1.3k
  • Orch Fix Defect1.3k
  • Orch Change Feature1.3k
  • Agent Harness Construction1.1k
  • Autonomous Agent Harness1.1k
  • Continuous Learning V21.1k
  • Frontend Patterns2.6k
  • Backend Patterns2.6k
  • Security Review2.5k
  • Frontend Design Direction2.5k
  • Api Design2.4k
  • Frontend Slides2.4k
  • Coding Standards2.3k
  • Python Patterns2.3k
  • Video Editing2.3k
  • Market Research2.3k
  • Docker Patterns2.3k
  • Article Writing2.3k
  • Seo2.3k

Recommended

More Git & Pull Requests →
affaan-m avatar
orch-add-feature

affaan-m/ecc

Orchestrate building a brand-new feature end to end — research, plan, TDD implementation, review, and gated commit — by delegating each phase to the matching ECC agent. Use when adding a capability that does not exist yet.
1.4k
240.8k
affaan-m avatar
orch-build-mvp

affaan-m/ecc

Orchestrate bootstrapping a working MVP from a design or spec document — ingest the doc, plan thin vertical slices, scaffold the first end-to-end slice, then TDD-implement, review, and gated commit. Use to turn an SDD/PRD into a running starting point.
1.4k
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affaan-m avatar
orch-pipeline

affaan-m/ecc

Shared orchestration engine for the orch-* skill family. Defines the gated Research-Plan-TDD-Review-Commit pipeline, the size classifier, the agent map, and the two human gates that the orch-* operation skills delegate to. Not usually invoked directly.
1.3k
240.8k
affaan-m avatar
orch-refine-code

affaan-m/ecc

Orchestrate a behavior-preserving refactor — confirm tests are green, restructure without changing behavior, keep tests green, review, and gated commit. Use when the structure should improve but behavior must not change.
1.3k
240.8k
affaan-m avatar
orch-fix-defect

affaan-m/ecc

Orchestrate fixing a bug — reproduce it as a failing regression test, fix to green, review, and gated commit — by delegating each phase to the matching ECC agent. Use when existing behavior is broken or wrong.
1.3k
240.8k
affaan-m avatar
orch-change-feature

affaan-m/ecc

Orchestrate altering an existing, working feature to new desired behavior — update its tests to the new spec, change the implementation to match, review, and gated commit. Use when behavior is not broken but should be different.
1.3k
240.8k