Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Read-only-by-default MCP server for diagnosing a self-hosted arr stack (Sonarr, Radarr & more).
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
ORACLARR_SONARR_URL, ORACLARR_SONARR_API_KEY, ORACLARR_RADARR_URL, ORACLARR_RADARR_API_KEY, ORACLARR_CONFIGValues marked secret are keys to your account. Never share them or paste them into a chat.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"oraclarr": {
"command": "uvx",
"args": [
"oraclarr-mcp"
],
"env": {
"ORACLARR_SONARR_URL": "your-value",
"ORACLARR_SONARR_API_KEY": "your-value",
"ORACLARR_RADARR_URL": "your-value",
"ORACLARR_RADARR_API_KEY": "your-value",
"ORACLARR_CONFIG": "your-value"
}
}
}
}Run this in your terminal
claude mcp add oraclarr --env ORACLARR_SONARR_URL=your-value --env ORACLARR_SONARR_API_KEY=your-value --env ORACLARR_RADARR_URL=your-value --env ORACLARR_RADARR_API_KEY=your-value --env ORACLARR_CONFIG=your-value -- uvx oraclarr-mcpFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"oraclarr": {
"command": "uvx",
"args": [
"oraclarr-mcp"
],
"env": {
"ORACLARR_SONARR_URL": "your-value",
"ORACLARR_SONARR_API_KEY": "your-value",
"ORACLARR_RADARR_URL": "your-value",
"ORACLARR_RADARR_API_KEY": "your-value",
"ORACLARR_CONFIG": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"oraclarr": {
"type": "stdio",
"command": "uvx",
"args": [
"oraclarr-mcp"
],
"env": {
"ORACLARR_SONARR_URL": "your-value",
"ORACLARR_SONARR_API_KEY": "your-value",
"ORACLARR_RADARR_URL": "your-value",
"ORACLARR_RADARR_API_KEY": "your-value",
"ORACLARR_CONFIG": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
Your choice stays on this device in a cookie; no account needed.
ORACLARR_SONARR_URL envORACLARR_RADARR_URL envORACLARR_CONFIG envThese settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026
The registry name was verified with the GitHub account bdog720, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
You need to fill in: ORACLARR_SONARR_API_KEY, ORACLARR_RADARR_API_KEY
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (2.0.3) reached the registry 8 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Python (uv) on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, Claude Checkpoint MCP
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
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.
MCP server that checkpoints Claude Code session context to survive crashes and token limits
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
Ask your media stack what's going on, in plain language.
A locally-run MCP server that lets an LLM client (Claude Code, Claude Desktop) diagnose a self-hosted *arr media stack. It only reads by default. Writes are opt-in and need a token.
Oraclarr gives a language model one place to answer the operational "why" questions that normally mean tabbing through six web UIs. It aggregates across your services and returns a single, structured answer without changing anything. One opt-in tool, start_job, can start a refresh, rescan, search or rename. See Writes.
Covered now: Sonarr, Radarr, Sportarr, Prowlarr, qBittorrent, Tdarr, Profilarr, Jellyfin, Cleanuparr, Netdata, TrueNAS and Docker, including multiple instances of the same type (a separate anime or 4K Sonarr/Radarr, say). Every tool fans out across all the instances you define and reports each one separately.
Once connected, you just ask. Oraclarr picks the right tool and answers:
| You ask… | Oraclarr runs | …and tells you |
|---|---|---|
| "Is anything in my stack down?" | stack_health | which services are unreachable, unhealthy, or low on disk, and for one that's down, its container's state and exit code |
| "Why hasn't the new episode of *X* downloaded yet?" | diagnose | whether *X* is in your library, sitting in the download queue, or still on the wanted list |
| "Why did a sub-only release get grabbed when I only allow English dubs?" | explain_decision | the release that was grabbed, its custom-format score, and the language formats that matched |
| "Why is Cleanuparr about to remove this download?" | get_queues + get_cleanup | the strikes against it and their type, whether it's marked for removal, and the rules that apply |
| "Is the box under I/O pressure, and how much RAM is actually free?" | get_host | CPU busy and iowait, I/O pressure, free and available memory, swap, ARC against its max, GPU heat and VRAM |
| "What errors has Sonarr logged today?" | get_containers | the matching log lines with timestamps, from the container's logs |
| "Is the Sonarr rename still running?" | get_jobs | running and queued commands with their progress and the shows they cover, plus any that failed |
Read-only by default, and outcome-oriented rather than one-per-endpoint, which keeps the model accurate. Only start_job writes, and only when you switch writes on:
| Tool | Answers |
|---|---|
stack_health | Is anything down / unhealthy / low on disk? |
get_queues | Unified active downloads (arr queue ↔ qBittorrent), stalls |
diagnose | Where is *X* in the pipeline / why isn't it here yet? |
explain_decision | Why was *X* grabbed or being upgraded? (profile, custom formats, grab history) |
get_quality_config | Quality profiles, custom formats, release profiles, Profilarr sync state |
get_history | Recent grabs / imports / failures |
get_wanted | What's missing / cutoff-unmet? |
search_media | Do I have *X*, what's its status? |
get_indexers | Which indexers are failing? |
get_transcodes | What's transcoding / stuck? |
get_upcoming | What's airing or releasing soon, and will it land? (up to 90 days) |
get_library | Jellyfin libraries, scan progress, tasks, playback and transcodes, recent additions, name search |
get_cleanup | Cleanuparr dry-run state, cleaner schedules, seeding and stall rules, strikes |
get_host | Host CPU/iowait, memory, swap, ARC, GPU, pools, datasets, disk temperatures, TrueNAS alerts |
get_containers | Docker containers: state, health, restart counts, exit codes, and a filtered log tail |
get_jobs | What the arrs and Jellyfin are running, queued, failed or scheduled |
start_job | Start a refresh, rescan, search or rename on one series or movie, or a Jellyfin scan (opt-in, two-step) |
Two ways to run it. Pick one:
docker compose.Either way, every setting is an environment variable that starts with ORACLARR_. With Docker that means one .env file next to the compose file, and Dockge and Portainer show both in their editors. Start from .env.example. Configuration lists every variable. Your .env is never committed.
Oraclarr runs as a long-running container that serves MCP over HTTP at http:// :7979/mcp. You need two files in one folder: docker-compose.yml and .env.
Using a stack manager (Dockge, Portainer, etc.): create a new stack, paste the compose below into the editor, and paste your settings into the stack's .env. Hit deploy. Portainer saves the variables from its web editor as stack.env, so in Portainer change the compose line to env_file: stack.env.
Using the command line:
cp docker-compose.example.yml docker-compose.yml
cp .env.example .env # then fill in your URLs and keys docker compose up -d
This is the whole compose file. You don't edit it when you add or remove a service; that happens in .env:
services:
oraclarr: image: ghcr.io/bdog720/oraclarr-mcp:latest container_name: oraclarr restart: unless-stopped ports:
Want container state and logs too (get_containers)? Use docker-compose.full.example.yml instead. It adds the read-only Docker socket proxy, the one sidecar that has to live in the same stack. Containers explains it.
Then connect your client: one command for Claude Code, a small JSON block for Claude Desktop, Cursor, Codex, VS Code, Gemini CLI or Windsurf.
Run Oraclarr directly, no Docker. Requires Python 3.12+ and uv.
The package is on PyPI as oraclarr-mcp. It speaks MCP over stdio, so your client starts the process and passes the settings in its env block:
"oraclarr": {
"command": "uvx", "args": ["oraclarr-mcp"], "env": { "ORACLARR_SONARR_URL": "http://192.168.1.10:8989", "ORACLARR_SONARR_API_KEY": "your-key", "ORACLARR_RADARR_URL": "http://192.168.1.10:7878", "ORACLARR_RADARR_API_KEY": "your-key" } }
From a clone (for development): put the same ORACLARR_* lines in a .env in the repo folder (it's read at startup), then:
uv sync
uv run python -m oraclarr_mcp
In a client config, use "command": "uv", "args": ["run", "python", "-m", "oraclarr_mcp"] and a "cwd" pointing at the repo.
Each service is an *instance* with a name you choose. Its settings are variables named ORACLARR_ _ , and an instance exists as soon as its _URL is set:
ORACLARR_SONARR_URL=http://192.168.1.10:8989
ORACLARR_SONARR_API_KEY=your-key
ORACLARR_SONARR_ANIME_TYPE=sonarr # a second Sonarr, named sonarr-anime ORACLARR_SONARR_ANIME_URL=http://192.168.1.10:8990 ORACLARR_SONARR_ANIME_API_KEY=your-key
ORACLARR_QBITTORRENT_URL=http://192.168.1.10:8080 ORACLARR_QBITTORRENT_USERNAME=admin ORACLARR_QBITTORRENT_PASSWORD=your-password
| Field | Needed for |
|---|---|
_URL | every instance |
_TYPE | only when the name isn't a service type. Types: sonarr, radarr, sportarr, prowlarr, qbittorrent, tdarr, profilarr, jellyfin, cleanuparr, netdata, truenas, docker |
_API_KEY | Sonarr, Radarr, Sportarr, Prowlarr, Profilarr, Jellyfin, Cleanuparr, TrueNAS |
_USERNAME, _PASSWORD | qBittorrent |
_ENABLED | optional; false switches an instance off without deleting its lines |
_VERIFY_TLS | optional; false accepts a self-signed certificate (TrueNAS) |
_ALLOW_WRITES | optional; true lets start_job act on this instance. See Writes |
Underscores in the name become dashes in the instance name, so SONARR_ANIME shows up as sonarr-anime. Blank values count as unset, so you can keep lines for services you don't run. A misspelled ORACLARR_ variable stops the container with a message that names it, instead of failing quietly later.
Jellyfin needs an API key (Dashboard → API Keys). Cleanuparr needs its account API key (Settings → Account → API Key). TrueNAS, Netdata and Docker each have a short setup guide, linked below.
Server settings are optional:
| Variable | Default | What it does |
|---|---|---|
ORACLARR_TOOLSETS | media,downloads,transcode,library,host,containers | Which groups of tools are offered |
ORACLARR_TOOL_BUDGET_SECONDS | 30 | Time limit per tool call; slow instances report status: "timeout" |
ORACLARR_MAX_OUTPUT_BYTES | 200000 | Safety net for oversized responses |
ORACLARR_TIMEOUT_SECONDS | 10 | Timeout for each request to a service |
ORACLARR_ALLOW_WRITES | false | Turns on start_job. Each instance also needs its own _ALLOW_WRITES=true |
ORACLARR_HTTP_TOKEN | unset | At least 24 characters. When set, every HTTP request needs Authorization: Bearer . Required to turn writes on over http |
Every tool call has a time budget. If an instance doesn't answer in time, it comes back as status: "timeout" and the other instances still return their data. List results carry only the useful fields and stop at each tool's limit; when there is more, truncated and total say so. API keys and passwords show up as *** in responses and log lines.
get_host.get_containers, and what it lets through.config.yaml instead of (or as well as) .env, and migrating off it.Oraclarr is built in phases. It is read-only by default, and write capability arrives behind explicit safety gates. The architecture (typed clients + outcome tools + config-selectable toolsets) is designed to extend to other self-hosted suites beyond *arr, too.
Only the beginning is shown; read the rest in the repo