Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Fast RuboCop-compatible Ruby linter with MCP inspect and autocorrect tools.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
제작자가 레지스트리에 설치 정보를 올리지 않았어요. 아래 제작자의 README를 확인하세요.
내 컴퓨터에서 실행돼요. 설치하면 AI 앱에 도구 목록이 나타나요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 7일 점검
레지스트리 이름이 GitHub 계정 adrianov 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
내 컴퓨터에서 실행되는 서버라 인터넷 엔드포인트가 없어요
내 컴퓨터에서 실행되며, 대신 로컬 설정을 사용해요
내 컴퓨터에서 실행돼요. 도구 목록은 인터넷 엔드포인트가 있는 서버에서만 읽을 수 있어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
내 컴퓨터에서 실행돼요. AI 앱이 필요할 때 실행하고, 데이터는 제작자의 서버를 거치지 않아요(서버 자체가 온라인 서비스를 호출하는 경우는 제외).
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.8.17)은 10일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Rust도 있어야 해요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, 御府和田玉 在售作品查询
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Live in-stock Hetian jade from Yufu, Shanghai: prices, monthly price guide, book a viewing.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
10x faster RuboCop drop-in — same CLI, .rubocop.yml, and offense output, without maintaining RuboCop gems. Linting and simple config need no Ruby; complex ERB still does. Point it at an existing project and use it like RuboCop.
One binary — runs the same way regardless of rbenv, rvm, system Ruby, or Docker. Uses tree-sitter; no Ruby runtime required for linting or simple ERB. Unsupported ERB falls back to ruby / bundle exec ruby.
Drop-in parity: reads your existing .rubocop.yml, emits RuboCop-like text/JSON, supports -a/-A autocorrect, and grows cop coverage over time.
Baseline (shown in --help / --version): rubocop 1.91.0 with rubocop-rails 2.37.0, rubocop-performance 1.27.0, rubocop-rspec 3.9.0, rubocop-rspec_rails 2.32.0, rubocop-factory_bot 2.28.0 — pinned in src/resources/baseline.json.
Parity runs have been verified over 600+ installed Ruby gem projects (RuboCop vs rrubocop on the same trees).
brew install adrianov/rrubocop/rrubocop
cargo install rrubocop
macOS (.tar.gz from GitHub Releases; binary + man):
# Apple Silicon — use the *-x86_64-apple-darwin.tar.gz asset on Intel Macs
curl -LO https://github.com/adrianov/rrubocop/releases/download/v0.8.17/rrubocop-0.8.17-aarch64-apple-darwin.tar.gz tar -xzf rrubocop-0.8.17-aarch64-apple-darwin.tar.gz sudo cp rrubocop-0.8.17-aarch64-apple-darwin/rrubocop /usr/local/bin/ sudo mkdir -p /usr/local/share/man/man1 sudo cp rrubocop-0.8.17-aarch64-apple-darwin/rrubocop.1 /usr/local/share/man/man1/
Ubuntu / Debian (.deb from GitHub Releases; amd64, Ubuntu 22.04+ / Debian bookworm+):
# example for v0.8.17 — use the asset name from the release page
curl -LO https://github.com/adrianov/rrubocop/releases/download/v0.8.17/rrubocop_0.8.17-1_amd64.deb sudo dpkg -i rrubocop_0.8.17-1_amd64.deb man rrubocop
rrubocop [OPTIONS] [PATH]...
inherit_from / inherit_gem / require/plugins, inherit_mode (merge/override), nested .rubocop.yml overrides, DisabledByDefault, NewCops / Enabled: pending, plus per-cop Enabled / Exclude / Include / options; public gem defaults/inherit_gem YAML are vendored by version (from Gemfile.lock, with same_as aliases when YAML is identical) and parsed in memory; private/unlisted gems fall back to bundle info --path; simple ERB in YAML expands natively (Ruby only for unsupported tags)-a (safe) / -A (all)progress (marks stream as files finish), text, json, github, quiet, files, … (TTY color like RuboCop; --color / --no-color)# rubocop:disable / enablecache.redb under $RRUBOCOP_CACHE_DIR or $XDG_CACHE_HOME/rrubocop / ~/.cache/rrubocop (same style as abcop); --cache false skips reads but still writesrrubocop --mcp is the best way to use rrubocop from an agent: the model gets offenses as soon as it writes, so it can fix and autocorrect in the same turn and ship effective code right away — not after a later CLI/CI pass. Official Rust rmcp SDK; same tools as RuboCop 1.85+: rubocop_inspection and rubocop_autocorrectionReference implementations: nitrocop (architecture & fixtures), upstream RuboCop.
Departments grow breadth-first from common RuboCop plugin sets (nitrocop / gem sources). Notable coverage:
| Department | Notes |
|---|---|
Layout/* | 90 layout cops (alignment, spacing, empty lines, indentation; all with autocorrect) |
Lint/*, Style/*, Naming/*, Security/* | 69 / 143 / 9 / 4 |
Metrics/* | AbcSize, BlockNesting, ClassLength, CollectionLiteralLength, ModuleLength, ParameterLists |
Rails/* | 63 rails cops |
Performance/* | 24 performance cops |
RSpec/* | 104 rspec cops |
RSpecRails/* | 2 (HttpStatus, InferredSpecType) |
FactoryBot/* | 4 (AssociationStyle, AttributeDefinedStatically, CreateList, FactoryClassName) |
Bundler/*, Gemspec/*, Rake/* | 4 / 4 / 5 |
GraphQL/* | 26 rubocop-graphql cops |
Use rrubocop --list-cops for the full registered set, and rrubocop --list-autocorrectable-cops for cops with -a/-A support (181 with autocorrect so far; Layout complete; Style/Lint/Rails/RSpec growing).
rrubocop # lint .
rrubocop app lib # paths rrubocop -f json . # JSON offenses rrubocop -a . # safe autocorrect rrubocop -A . # all autocorrect rrubocop --only Metrics/AbcSize lib rrubocop --rubocop-version 1.79.2 . # emulate a project's pinned RuboCop (matches CI's bundled gem) rrubocop --list-cops rrubocop -L # list target files rrubocop -F 10 # stop after 10 offenses (off by default; -F = 1)
-a/-A, N is non-autocorrectable offenses onlyrrubocop --mcp # MCP server on stdio (for AI clients)
Exit codes: 0 clean, 1 offenses at/above --fail-level, 2 error.
Preferred for LLM / agent workflows. Wire rrubocop as an MCP server so the model can call rubocop_inspection / rubocop_autocorrection while it edits: feedback arrives in the same turn, the agent corrects soon, and it writes clean code on the first pass instead of discovering offenses only in CI.
rrubocop --mcp runs a long-lived MCP server on stdio — same idea as RuboCop’s MCP, with no Ruby mcp gem. Tools:
| Tool | Purpose |
|---|---|
rubocop_inspection | Lint via path / paths (string or array; required for filesystem inspect) and/or inline source_code; returns LSP-shaped offense JSON |
rubocop_autocorrection | Same targets as inspection; safety: true = safe only; writes files when a filesystem path is set |
Always pass path or paths (absolute file or directory preferred; path may be a string or an array). The server walks up from the first target to find .rubocop.yml. Omitting targets for filesystem ops errors out (avoids scanning $HOME when MCP cwd is mis-set). Files without a recognized Ruby extension, filename, or shebang (e.g. YAML/JSON configs) are silently skipped — same as upstream MCP, whose TargetFinder runs in :only_recognized_file_types mode — so passing mixed paths yields no Lint/Syntax noise; summary.target_file_count reflects inspected files only. A long-lived global MCP started from $HOME otherwise inherits ~/.rubocop.yml (AllCops: Enabled: false is common) and misses project cops such as RSpec/ExampleLength.
mcp-name: io.github.adrianov/rrubocopMetadata lives in server.json (Cargo package on crates.io). Each v* tag publishes that listing to the MCP Registry.
Example client config (Cursor / VS Code / Windsurf):
{
"mcpServers": { "rrubocop": { "type": "stdio", "command": "rrubocop", "args": ["--mcp"], "cwd": "/path/to/your/project" } } }
Claude Code:
claude mcp add rrubocop -- rrubocop --mcp
Intended for MCP clients, not interactive use.
Content-addressed cache under $RRUBOCOP_CACHE_DIR (or $XDG_CACHE_HOME/rrubocop / ~/.cache/rrubocop). Keys cover contents, version, rule revision, --only/--except, --rubocop-version, config fingerprint, and path. Auto-pruned to 20 000 entries; --cache false skips reads but still writes. Autocorrect runs bypass the cache. Nothing is written inside the project.
Cold lint (cache off) on a large Rails codebase (~3.8k Ruby files), same host:
| Tool | Wall clock | Result | Notes |
|---|---|---|---|
bundle exec rubocop --cache false | 2m 37s (2:36.64) | 0 offenses | ~99% CPU (mostly single-core) |
rrubocop --cache false | 7.0s (7.005) | 0 offenses | ~1040% CPU (parallel) |
nitrocop --no-cache | 8.9s (8.906) | ~21k offenses | ~1000% CPU; not a fair parity run (see below) |
rrubocop is ≈ 22× faster wall clock than RuboCop (156.6s / 7.0s) on the same clean result. RuboCop user time was 155s; rrubocop used 71s of CPU across cores.
nitrocop caveat: out of the box it did not honor the same disabled cops / custom rules / gem configs as bundle exec rubocop (e.g. failed inherit_gem load, skipped/unimplemented cops), so it reported ~21k false positives vs RuboCop/rrubocop’s clean run. Matching that baseline needs extra setup (--migrate, plugin/config wiring). Treat the 8.9s figure as raw throughput only, not drop-in parity.
Cold lint (cache off) on rails/rails (main, RuboCop 1.79.2 via bundle exec), same host (4 cores), both clean (0 offenses). Two runs averaged:
| Tool | Wall clock | Notes |
|---|---|---|
bundle exec rubocop --cache false | 1m 7s (67.254) | ~99% CPU (mostly single-core); 3543 files |
rrubocop --cache false | 5.7s (5.668) | ~357% CPU (parallel); 3446 files |
≈ 12× faster wall clock (67.254s / 5.668s). RuboCop user time was 66.9s; rrubocop used 20.2s of CPU across cores.
Same host, cold --cache false, offense-set parity on Active Support and Active Record (fp=0, fn=0 on shared .rb files):
| Target | RuboCop | rrubocop | Speedup |
|---|---|---|---|
activesupport (rails main) | 11.566s (531 files) | 1.872s | ≈6.2× |
activerecord (rails main) | 29.611s (1162 files) | 2.780s | ≈10.7× |
activesupport (v8.1.3.1) | 10.729s (506 files) | 1.795s | ≈6.0× |
activerecord (v8.1.3.1) | 27.847s (1126 files) | 2.656s | ≈10.5× |
Cold lint on a fresh `rails new` app (Rails 8.1.3.1, default rubocop-rails-omakase via inherit_gem, RuboCop 1.90.0 via bundle exec), plus scaffold/model/mailer/job generators (41 identical target files). Offense-set parity fp=0, fn=0 (both clean). Two-run average:
| Tool | Wall clock |
|---|---|
bundle exec rubocop --cache false | 0.722s |
rrubocop --cache false | 0.593s |
With a local nitrocop build:
testdata/cross_test_nitrocop.py /path/to/fixture_dir
Compares (path, line, cop_name) offense sets.
GPL-3.0-or-later. See NOTICE for MIT attribution of nitrocop-derived design/logic.