Agent Friendly Code
← back to leaderboard

modelcontextprotocol/serversGitHub

https://github.com/modelcontextprotocol/servers
Stars:
91.1k
Language:
JavaScript
Default branch:
main
Last scored:
6h ago
Overall

At a glance

Rank
#66 of 371
Top 18% · #6 of 16 JavaScript repos
Checks passed
9 of 16
Full list below
Best set up for
GPT-5 Codex
Score 87.7
Needs most work for
Aider
Biggest fix: .aider.conf.yml (+14.1 pts)

What it has

  • AGENTS.md / CLAUDE.md
  • CI configuration
  • CONTRIBUTING guide
  • Dependency manifest
  • License file

What it's missing

  • .aider.conf.yml
  • Cursor rules (.cursor/rules)
  • GEMINI.md
  • .openhands/setup.sh
  • Pre-commit / git hooks

What to fix first

  1. 1
    Pre-commit / git hooks
    Set up pre-commit (.pre-commit-config.yaml), husky, or lefthook to run format+lint on every commit.
    +5.3 pts
  2. 2
    Reproducible dev env
    Add a Makefile or devcontainer or Dockerfile so the agent can set up the project in one command.
    +4.7 pts
  3. 3
    Test suite
    Add a tests/ (or test/, __tests__/, spec/) directory with runnable tests. Document how to run them in AGENTS.md.
    +3.9 pts

Score for each AI agent

Each agent looks for different things in a repo, based on its own docs. Under each score are the three checks it cares about most.

GPT-5 Codex
87.7
Pi
87.2
Kimi CLI
86.6
Claude Code
86.1
Devin
84.8
Cursor
79.4
Gemini CLI
77.8
OpenHands
76.4
Aider
74.6

Similar repos

Scored for Claude Code. Same language and host as this repo, scoring near it.

All JavaScript repos →

All checks

AGENTS.md / CLAUDE.md· 100% pass
Substantive (43762 chars)
AGENTS.md
.aider.conf.yml· 0% pass
No .aider.conf.yml at repo root
CI configuration· 100% pass
11 GitHub Actions workflow(s)
.github/workflows
CONTRIBUTING guide· 100% pass
Guide present
CONTRIBUTING.md
Cursor rules (.cursor/rules)· 0% pass
No .cursor/rules/*.mdc or .cursorrules
Dependency manifest· 100% pass
Manifest present
package.json
Reproducible dev env· 60% pass
package.json has 34 scripts
package.json
GEMINI.md· 0% pass
No GEMINI.md at repo root
License file· 100% pass
License present
LICENSE
Linter / formatter config· 100% pass
Config detected
eslint.config.js
.openhands/setup.sh· 0% pass
No .openhands/setup.sh
Pre-commit / git hooks· 0% pass
No pre-commit / husky / lefthook found
README· 100% pass
README detailed (8682 chars)
README.md
Manageable size· 100% pass
271 files
Test suite· 70% pass
Test files detected (scripts/coverage-py.test.mjs)
scripts/coverage-py.test.mjs
Type configuration· 100% pass
Type config present
tsconfig.json

Add a badge to your README

Paste this at the top of the README. It shows the score, and links back to this page.

Agent friendly score for github/modelcontextprotocol/servers
[![Agent Friendly](https://agentfriendlycode.com/api/badge/github/modelcontextprotocol/servers.svg)](https://agentfriendlycode.com/repo/github/modelcontextprotocol/servers)

Check the score on every pull request

Add this file to your repo. On each pull request, it posts one comment showing how the score changed and why. It runs in your own CI, with no outside server involved.

# .github/workflows/agent-friendly.yml
name: Agent-friendly score diff

on:
  pull_request:
    branches: [main]

permissions:
  contents: read
  pull-requests: write

jobs:
  score-diff:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v7
        with:
          fetch-depth: 0
      - uses: hsnice16/agent-friendly-action@v0
        with:
          agents-badge-token: ${{ secrets.AGENTS_BADGE_TOKEN }}

Add AGENTS_BADGE_TOKENto the repo's secrets to turn the comment on. Without it, the action does nothing. Where do I add it?