Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Builds and checks Hitachi raidcom commands and scripts. Build-only: never contacts a storage system.
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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.
RAIDCOM_TRANSPORT, RAIDCOM_HTTP_TOKENValues marked secret are keys to your account. Never share them or paste them into a chat.
You need
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Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"raidcom": {
"command": "npx",
"args": [
"-y",
"raidcom-mcp"
],
"env": {
"RAIDCOM_TRANSPORT": "your-value",
"RAIDCOM_HTTP_TOKEN": "your-value"
}
}
}
}Run this in your terminal
claude mcp add raidcom --env RAIDCOM_TRANSPORT=your-value --env RAIDCOM_HTTP_TOKEN=your-value -- npx -y raidcom-mcpFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"raidcom": {
"command": "npx",
"args": [
"-y",
"raidcom-mcp"
],
"env": {
"RAIDCOM_TRANSPORT": "your-value",
"RAIDCOM_HTTP_TOKEN": "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": {
"raidcom": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"raidcom-mcp"
],
"env": {
"RAIDCOM_TRANSPORT": "your-value",
"RAIDCOM_HTTP_TOKEN": "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.
RAIDCOM_TRANSPORT 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 visubramaniam, 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: RAIDCOM_HTTP_TOKEN
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 (0.1.8) reached the registry 9 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, Intervals 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.
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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.
A community MCP server that turns a request such as *"present four 100 GB volumes from pool 0 to host esx01 on CL1-A and CL2-A"* into validated raidcom commands. It is build-only: it never connects to a storage system, never runs a command and holds no credentials. It returns command text (or a shell script) for a person to review and run on a host with CCI installed. That makes it safe to host online for anyone to use.
It is an independent project, not an official Hitachi Vantara product.
raidcom_list_commands ranks the 178 commands in the catalogue against a question (BM25 with synonyms and verb intent) and says how confident it is.raidcom_build_command takes a command name and options as structured data, checks them against the manual's syntax and the storage model's limits, and returns the command line.raidcom_build_script repeats steps over ranges (foreach, zip), adds get command_status after asynchronous commands, optionally locks the resource group, and returns a script that stops at the first failure.raidcom_list_recipes and raidcom_build_recipe cover 14 common jobs: FC, iSCSI and NVMe/TCP provisioning, DP pools, mainframe (3390) pools, extending and deleting volumes, command devices, zero-page reclaim, inventory, copy groups.raidcom_check_command parses a pasted command line (never executing it; shell operators are refused) and reports every problem.raidcom_model_limits gives the LDEV, LUN, pool, serial and port ranges of VSP One Block 24/26/28, VSP 5000 series and VSP E series.All eight tools are marked read-only. There is no tool that executes anything.
A public instance runs at `https://raidcom-mcp.onrender.com/mcp`. It needs no sign-in.
claude mcp add --transport http raidcom https://raidcom-mcp.onrender.com/mcp{ "servers": { "raidcom": { "type": "http", "url": "https://raidcom-mcp.onrender.com/mcp" } } } to .vscode/mcp.json, then use Copilot Chat in Agent mode.To run it yourself instead, see Setup.
spec/raidcom-catalog.json is generated by scripts/generate-catalog.mjs from the text of the *Command Control Interface Command Reference* (MK-90RD7009). For every command it keeps the name, supported models, a one-line summary, each syntax form (as a small grammar), each option's value shape and a short description, and the command lines of the manual's examples. Hitachi's prose, tables and output samples are not copied. The manuals themselves are not part of this repository; to regenerate the catalogue with your own copy:
pdftotext -layout CCI_Command_Reference.pdf cci-reference.txt
npm run generate-catalog -- cci-reference.txt
tests/unit/catalog.test.mjs replays every example in the manual through the parser and validator (about 96% pass; the rest are places where the manual's syntax line and its examples disagree).
CL1-A, CL3-B-12) are checked against the model you give, or the widest range of any model.; | & $ \ > < ' " and so on) are refused, values containing spaces or # are quoted, and values starting with - are refused so they can't add options. Global options (instance, pair_type, serial`, ...) are checked before anything is written. See SECURITY.md.0x hex or mainframe CU:LDEV (dd:0f); recipes and scripts expand ranges such as 100-109 and dd:00-dd:0f.strict: false turns *missing option* errors into warnings. Unknown options and out-of-range values stay errors.pair* commands (paircreate, pairdisplay, ...) from the Quick Reference, and raidcom -login/-logout lines as commands of their own (scripts can add them with login: true, reading $RAIDCOM_USER and $RAIDCOM_PASSWORD from the shell).You need Node.js 22.19 or later. The server is on npm, so most clients can start it with npx:
claude mcp add raidcom -- npx -y raidcom-mcp
Add to claude_desktop_config.json:
{
"mcpServers": { "raidcom": { "command": "npx", "args": ["-y", "raidcom-mcp"] } } }
git clone https://github.com/visubramaniam/raidcom-mcp.git
cd raidcom-mcp npm ci npm run build
Then use node /path/to/raidcom-mcp/dist/index.js as the command in the examples above.
Each release has a Claude Desktop extension (.mcpb), standalone packages for macOS, Linux and Windows with Node.js bundled, the npm package, and a skill zip. See INSTALL.md.
/plugin install raidcom-community --marketplace visubramaniam/raidcom-mcp
See README.plugin.md.
RAIDCOM_TRANSPORT=http RAIDCOM_HTTP_HOST=0.0.0.0 RAIDCOM_HTTP_TOKEN=$(openssl rand -hex 32) \
RAIDCOM_HTTP_BEHIND_TLS_PROXY=true RAIDCOM_HTTP_ALLOWED_HOSTS=raidcom.example.com node dist/index.js
The endpoint is /mcp (stateless Streamable HTTP). /healthz reports the version and, behind a proxy, the address the server takes as the caller's, to check the proxy settings.
Clients that add servers as connectors (Claude, Microsoft 365 Copilot) can't send a fixed bearer token: they connect without authentication or through OAuth, which this server doesn't implement. For them, run without a token and with RAIDCOM_HTTP_OPEN=true, as the public instance does. Behind Cloudflare (Render, for example), set RAIDCOM_HTTP_CLIENT_IP_HEADER=cf-connecting-ip so the rate limits apply per user. See INSTALL.md and README.docker.md.
| Variable | Default | Meaning |
|---|---|---|
RAIDCOM_TRANSPORT | stdio | stdio or http |
RAIDCOM_HTTP_HOST | 127.0.0.1 | Address to listen on |
RAIDCOM_HTTP_PORT | 8361 | Port (0 picks a free one) |
RAIDCOM_HTTP_TOKEN | none | Bearer token, at least 32 characters. Required unless RAIDCOM_HTTP_OPEN=true |
RAIDCOM_HTTP_OPEN | false | Serve anyone who can reach the port, without a token |
RAIDCOM_HTTP_TLS_CERT, RAIDCOM_HTTP_TLS_KEY | none | PEM files; the server then speaks HTTPS |
RAIDCOM_HTTP_BEHIND_TLS_PROXY | false | A proxy or load balancer ends TLS. Needed for non-loopback addresses without TLS |
RAIDCOM_HTTP_ALLOWED_HOSTS | none | Extra Host values to accept (* for any) |
RAIDCOM_HTTP_ALLOWED_ORIGINS | none | Origin values to accept (* for any) |
RAIDCOM_HTTP_RATE_LIMIT | 120 | Requests per minute per client (0 for none) |
RAIDCOM_HTTP_CLIENT_IP_HEADER | none | A header your proxy sets to the client's address, e.g. cf-connecting-ip behind Cloudflare (Render uses Cloudflare). Takes precedence over X-Forwarded-For |
RAIDCOM_HTTP_DEBUG_CLIENT | true | /healthz also shows the forwarding headers it received (the caller's own request), to choose the two settings above. Set to false to turn it off |
RAIDCOM_HTTP_TRUST_PROXY | false | Take the client address from X-Forwarded-For: true for one proxy in front, or the number of proxies (see INSTALL.md) |
MCPRUSH_TOKEN | none | Token issued by the mcprush marketplace. Adds a second endpoint (below) that answers only requests carrying it in x-mcprush-token; /mcp is unchanged |
RAIDCOM_HTTP_MCPRUSH_PATH | /mcprush | Path of that endpoint |
RAIDCOM_CATALOG, RAIDCOM_LIMITS, RAIDCOM_RECIPES, RAIDCOM_EXAMPLES | bundled | Use another spec file (an empty RAIDCOM_EXAMPLES turns the example questions off) |
Values are trimmed, and true/false settings accept any case; any other value for them stops the server with a message. At startup the server warns about RAIDCOM_ variables it doesn't recognise (a misspelt name, or one with a stray space), and over HTTP logs one line with its effective settings.
npm test
runs the unit tests (tests/unit) and the search evaluation (tests/search-eval.mjs: 40 tuning and 30 held-out requests, each with a minimum top-1 and top-3 score that may only go up, and a check that results rated high-confidence are right at least 85% of the time). npm run package builds the release packages and npm run smoke tests the npm package as installed.
The wiki has a quick start, deployment guide, tools and recipe reference, troubleshooting and more.
See CONTRIBUTING.md. Security problems: SECURITY.md. Privacy: PRIVACY.md.
MIT, see LICENSE. "Hitachi", "raidcom" and "VSP" are trademarks of their owners; this project is not affiliated with or endorsed by Hitachi.