juyterman1000/entroly
Grade a repo

95

/ 100

GradeA

Polished and well engineered. Punching above its star count.

Top 2% of 5,156 graded repos

Cut your Claude / OpenAI / Gemini bill 70–95% on AI coding. Local proxy that compresses context, keeps provider caches hot, and verifies LLM output ($0 hallucination guard). Drop-in for Cursor, Claude Code, Codex, Aider + 34 more and custom providers — 30s, no code changes

Documentation97
Engineering100
Health98
Python419Apache-2.01mo ago

Outstanding. A score of 99/100 puts this repo in a very small tier of truly well-engineered projects.

Top fixes

Highest-impact changes first, ranked by point weight

3 to address
  1. 1
    Install and run instructions9pt

    Add a .env.example listing all required environment variables so contributors know what to set up.

  2. 2
    Dependency manifest6pt

    Add a [project.urls] table (Homepage, Repository) so PyPI links back to your project.

  3. 3
    Contributing guide5pt

    Add setup instructions, code style notes, and how to run tests.

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Scorecard

Every check, grouped by category and sorted worst-first

Documentation

97

Install and run instructions9pt90

README documents how to install the project.

Contributing guide5pt99

Contributing guide is too short for full depth credit (−6 pts). 400+ words earns the full +12 pts.

→ Add setup instructions, code style notes, and how to run tests.

README12pt100

README is present.

License6pt100

Licensed under Apache-2.0.

Engineering

100

Tests18pt100

Test files detected (benchmarks/memory_fabric_stress_test.py).

CI/CD14pt100

CI is configured (.github/workflows/ci.yml).

Linting and formatting5pt100

Linter or formatter configured (ruff.toml).

Reproducibility6pt100

Lockfile present (entroly-core/Cargo.lock). Installs are reproducible.

Issue and PR templates6pt100

Issue or PR templates present.

Project health

98

Dependency manifest6pt93

Dependency manifest found (pyproject.toml).

Repository metadata5pt100

Repository has a description.

Activity5pt100

Actively maintained (pushed within the last month).

Housekeeping3pt100

.gitignore present.

Repository health signals

Activity, community, and responsiveness at scan time

Activity

  • -
    Commits (30d / 90d)
  • 66
    Forks
  • 29
    Releaseslatest 2mo ago

Community

  • 100% - Good
    Community health
  • 1 bus factorlow
    author own >50% of commits
  • 419
    Watchers

Responsiveness

  • -
    Median issue response
  • 3h
    Median PR merge time
  • 3
    Open issues
Repository files56 root entries
  • .claude
  • .claude-plugin
  • .devcontainer
  • .githooks
  • .github
    Good: CI is configured (.github/workflows/ci.yml).
    Good: Dependabot covers 3 ecosystems (pip, cargo, github-actions). Dependencies stay current.
    Good: Issue or PR templates present.
  • .kiro
  • .mcpb-build
  • .vscode
  • algorithms
  • bench
  • benchmarks
    Good: Test files detected (benchmarks/memory_fabric_stress_test.py).
  • cookbook
  • docs
  • entroly
  • entroly-core
    Good: Lockfile present (entroly-core/Cargo.lock). Installs are reproducible.
  • entroly-qccr
  • entroly-wasm
  • examples
  • packaging
  • proofs
  • research
  • scripts
  • tests
  • .dockerignore
  • .gitattributes
  • .github-ignore
  • .gitignore
    Good: .gitignore present.
  • .mcp.json
  • AGENTS.md
  • BENCHMARKS.md
  • BIPT.md
  • CLAUDE.md
  • CODE_OF_CONDUCT.md
    Good: Code of conduct present.
  • CONTRIBUTING.md
    Issue: Contributing guide is too short for full depth credit (−6 pts). 400+ words earns the full +12 pts.Fix: Add setup instructions, code style notes, and how to run tests.
    Good: Contributing guide includes setup/install instructions.
    Good: Contributing guide describes code style expectations.
    Good: Contributing guide explains how to run tests.
    Good: Contributing guide describes the PR/review workflow.
    Good: Contributing guide includes code examples.
  • daemon.sh
  • demo.tape
  • docker-compose.yml
  • Dockerfile
    Good: Environment pinned via Dockerfile.
  • Dockerfile.entroly
  • entroly.mcpb
  • install.sh
  • LICENSE
    Good: Licensed under Apache-2.0.
  • llms.txt
  • mcp-publisher.exe
  • mcp-publisher.tar.gz
  • NOTICE
  • PRIVACY.md
  • pyproject.toml
    Good: Dependency manifest found (pyproject.toml).
  • README.md
    Good: README is present.
    Good: README is well structured with multiple sections.
    Good: README includes screenshots or visuals. Great for first impressions.
    Good: README has code examples.
    Good: README links to a live demo or deployed app.
    Good: README includes status badges.
    Good: README documents how to install the project.
    Good: README documents how to run the project.
  • RESEARCH.md
  • ruff.toml
    Good: Linter or formatter configured (ruff.toml).
  • run_real_mcp_test.py
  • run_real_proxy_test.py
  • SECURITY.md
    Good: Security policy present.
  • server.json
  • smithery.yaml
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