Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Beschreibung vom Entwickler (englisches Original)
Fast RuboCop-compatible Ruby linter with MCP inspect and autocorrect tools.
Diese drei werden nie zu einer Punktzahl zusammengefasst: Meinungen, Messungen und Beliebtheit sind verschiedene Dinge.
Für diesen Server haben wir noch keine Zusammenfassung in einfacher Sprache geschrieben. Unten stehen die Fakten, die wir aus der Registry gelesen haben.
Wähle die KI-App, die du nutzt, und kopiere die Einstellungen.
Der Entwickler hat in der Registry keine Installationsangaben gemacht. Sieh dir unten die README des Entwicklers an.
Läuft auf deinem Computer; die Tool-Liste erscheint nach der Installation in deiner KI-App.
Wir prüfen Informationen, die jeder sehen kann; den Code haben wir nicht gelesen. Checks, die nicht zutreffen, werden nicht mitgezählt. · Geprüft am 7. Nov. 2026
Der Registry-Name wurde mit dem GitHub-Konto adrianov bestätigt, dem das Repo gehört
Dieses Repo haben wir noch nicht von GitHub gelesen
Dieses Repo haben wir noch nicht von GitHub gelesen
Dieser Server läuft auf deinem Computer; es gibt keinen Endpunkt im Internet
Läuft auf deinem Computer und nutzt stattdessen lokale Einstellungen
Läuft auf deinem Computer; Tool-Listen können wir nur von Endpunkten im Internet lesen
Verglichen mit allen aktiven Servern dieser Kategorie in der Registry. Sterne zählen nur, wenn dem Herausgeber das Repo gehört.
Er hat 1 von 1 zutreffenden Basischecks bestanden. Den Code haben wir nicht gelesen. Bevor du einen Schlüssel oder Token hinzufügst, sieh nach, welche Zugriffe der Server verlangt, und nutze einen Schlüssel, der nur die Berechtigungen hat, die du brauchst.
Die Registry nennt keinen erforderlichen Schlüssel, manche Server bitten dich aber bei der ersten Nutzung, dich anzumelden.
Er läuft auf deinem Computer. Deine KI-App startet ihn bei Bedarf, und die Daten laufen nicht über die Server des Entwicklers (außer der Server ruft selbst einen Onlinedienst auf).
Das GitHub-Repo wurde zuletzt – geändert, und die neueste Version (0.8.17) kam vor 10 Tagen in die Registry.
Apps, die MCP unterstützen, etwa Claude Desktop, Claude Code, Cursor und VS Code. Außerdem brauchst du Rust auf deinem Computer.
In derselben Kategorie: Spec Driven Development, Remote Desktop Commander, EmbeddedCI BenchPod
Server derselben Kategorie von anderen Entwicklern, sortiert nach Sternen.
So liest du eine Karte:★ GitHub-SterneiDrei Säulen: Bewertungen · Checks · NutzungiAktualisiert = neueste Version in der Registry veröffentlichti
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.
Drive a BenchPod hardware-in-the-loop bench: power, flash, UART, I2C, CAN, analog and logic.
Unverändert aus dem Repo des Entwicklers übernommen. PopNx MCP hat den Inhalt weder geprüft noch empfiehlt es ihn. HTML, Bilder und Skripte wurden entfernt. Links führen von dieser Website weg.
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.