Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Hosted RoboWrite MCP server: recover briefs and drafts, run the reviewed URL-to-Markdown workflow.
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.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Works in Claude on the web, desktop and mobile:
https://www.robowrite.ai/api/mcpRun this in your terminal
claude mcp add --transport http robowrite https://www.robowrite.ai/api/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"robowrite": {
"url": "https://www.robowrite.ai/api/mcp"
}
}
}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": {
"robowrite": {
"type": "http",
"url": "https://www.robowrite.ai/api/mcp"
}
}
}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.
ChatGPT connects only to servers on the internet:
https://www.robowrite.ai/api/mcpMenu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
We have not read this server’s tool list yet; we check endpoints in rotation.
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 6, 2026
The registry name was verified against the domain robowrite.ai (the registry checks domain ownership)
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Not checked yet; we check endpoints in rotation
Not checked yet; we check endpoints in rotation
Not checked yet; we read the tool list when we check the endpoint
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.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (0.2.2) reached the registry 2 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Spec Driven Development, Remote Desktop Commander, Recta
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.
Cheaper cross-chain stablecoin routes for AI agents; 5 % of the verified saving, nothing if none.
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.
Find and resume content work, or turn a website and reviewed brand voice into a content strategy, approved brief, and saved Markdown draft through RoboWrite's hosted MCP service.
Version 0.2.2 adds a Gemini CLI extension manifest and connection notes for GitHub Copilot CLI, VS Code, and Windsurf. Version 0.2.1 added Grok Build, Codex, and Official MCP Registry manifests. Neither claims marketplace acceptance. Cursor CLI 2026.09.02-c22c1a3 sign-in and account access have been verified through project MCP configuration. Packaged plugin and skill discovery reach the authentication step in Cursor CLI 2026.09.10-fd3934a; packaged sign-in/account access still require verification. Claude Code 2.1.263 sign-in, account access, plugin discovery, and skill discovery have also been verified. The complete saved-draft workflow still requires verification. The authorization server advertises Client ID Metadata Documents. After pre-registering the VS Code, Claude Code, Claude.ai, and ChatGPT metadata URLs in Clerk, those clients reach the hosted sign-in page; dynamic client registration stays off. End-to-end browser sign-in plus get_account on Grok Build and ChatGPT is not yet verified. Gemini CLI, Copilot, VS Code, and Windsurf sign-in are not yet verified. No plugin library listing or acceptance is claimed.
mcp.json..mcp.json (static public PKCE client, local callback port 8787)..grok-plugin/plugin.json pointing at URL-only mcp.grok.json..codex-plugin/plugin.json pointing at URL-only mcp.codex.json, plus .agents/plugins/marketplace.json.gemini-extension.json (static public PKCE client, local callback port 8787).server.json, published as ai.robowrite/mcp. A registry row is not a marketplace listing.The plugin connects to https://www.robowrite.ai/api/mcp. There is no local server to build or npm package to install.
| Client | Discovery | Browser sign-in | get_account | Saved draft |
|---|---|---|---|---|
Claude Code 2.1.263 via --plugin-dir | Verified | Verified | Verified | Not verified |
Cursor CLI project .cursor/mcp.json | Verified | Verified | Verified | Not verified |
Cursor CLI packaged --plugin-dir | Reaches requires-auth | Not verified | Not verified | Not verified |
| Grok Build | Manifest added | Not verified | Not verified | Not verified |
| ChatGPT / Codex | Manifest added | Not verified | Not verified | Not verified |
| Gemini CLI | Manifest added | Not verified | Not verified | Not verified |
| GitHub Copilot CLI 1.0.61 | Plugin and skill install verified; workspace .mcp.json parses | Not verified | Not verified | Not verified |
| VS Code / Windsurf | Configuration documented | Not verified | Not verified | Not verified |
You need a RoboWrite account, the intended organization, and available allowance for requested content generation. Generation starts real work, consumes allowance, and may incur usage charges when your account permits overages. Start with account discovery before requesting a draft.
For Claude Code, from this plugin directory:
claude --plugin-dir .
Open /mcp, select the RoboWrite connection, and follow browser sign-in. The local callback uses port 8787; make sure another sign-in process is not using that port. Verify that /robowrite:robowrite-content-ops is available. This launch method is documented by Claude Code; Claude Code 2.1.263 sign-in and the read-only account check have been verified; the content workflow still requires verification.
For Cursor CLI, load this plugin directory into the project you want to use:
cursor-agent --workspace /absolute/path/to/your-project --plugin-dir /absolute/path/to/robowrite-plugin
Open /mcp list to find Robowrite (plugin) and its authentication status. The /robowrite-content-ops skill should also appear in the command menu. Packaged discovery has been verified; completing browser authentication and the account call through this packaged path remains a separate pending check. Only one sign-in process can use the local callback port 8787 at a time.
The Cursor manifest points explicitly to mcp.json so Cursor retains its static OAuth client configuration. In the tested Cursor CLI, automatic discovery selected Claude Code's .mcp.json first and reported that the auth server does not support dynamic client registration. Keep the client-specific files separate. The bundle follows the Cursor plugin layout.
The previously verified Cursor project setup is also available: merge the robowrite entry from mcp.json into your project's .cursor/mcp.json, preserving other entries, and copy skills/robowrite-content-ops/ to that project's .cursor/skills/. Enable the server and complete browser sign-in.
For Grok Build, from this plugin directory:
grok plugin install --trust .
Grok loads mcp.grok.json through .grok-plugin/plugin.json. That file is URL-only so Grok can run its own OAuth discovery. It does not embed the Claude/Cursor static client ID or callback port 8787. Hosted sign-in on Grok is not yet verified; if the auth server rejects dynamic registration, record that on the auth tracking issue rather than adding a static client here.
For Codex CLI, add this repository as a marketplace and install robowrite. Codex OAuth against Clerk is not yet verified.
For Gemini CLI:
gemini extensions install https://github.com/RoboAdApp/robowrite-plugin
Gemini CLI does not read Client ID Metadata Documents and falls back to dynamic client registration, which this service does not offer. gemini-extension.json therefore names the same static public client as Claude Code and Cursor. Gemini CLI only listens on the /oauth/callback path, so the redirect is http://localhost:8787/oauth/callback. Sign-in is not yet verified on Gemini CLI. Only one sign-in process can use port 8787 at a time.
For GitHub Copilot CLI:
copilot plugin install RoboAdApp/robowrite-plugin
Copilot CLI 1.0.61 reads .claude-plugin/plugin.json and installs the skill. Run from a checkout of this repository, it also loads .mcp.json as a workspace server and maps the static client and callback port, with a notice that the nested oauth key is deprecated. Whether an installed plugin exposes its MCP server, and browser sign-in, remain unverified. To add the server directly: copilot mcp add --transport http robowrite https://www.robowrite.ai/api/mcp.
For VS Code, add this to .vscode/mcp.json or your user MCP configuration. VS Code identifies itself with a Client ID Metadata Document. Clerk now accepts that document through to the sign-in page; completing browser sign-in and get_account still requires verification:
{
"servers": { "robowrite": { "type": "http", "url": "https://www.robowrite.ai/api/mcp" } } }
For Windsurf, add this to ~/.codeium/windsurf/mcp_config.json:
{
"mcpServers": { "robowrite": { "serverUrl": "https://www.robowrite.ai/api/mcp" } } }
Use this first prompt:
Use RoboWrite to check the connected account and organization. Make only the read-only get_account call. Do not create or change anything.
Check the returned organization before authorizing content changes. Keep the client's normal tool approval controls enabled. Credentials belong in browser sign-in, never in chat or these files. Reconnect to change organizations or recover from an expired or revoked grant.
This plugin contains no executable, hooks, install scripts, or environment-variable credentials.
| Endpoint | Why |
|---|---|
https://www.robowrite.ai/api/mcp | Hosted Streamable HTTP MCP. Every tool call goes here. |
https://www.robowrite.ai/.well-known/oauth-protected-resource/api/mcp | Protected-resource metadata for OAuth discovery. |
| Clerk issuer advertised in that metadata | Browser authorization-code + PKCE. The plugin does not store tokens. |
Scopes requested by the Claude, Cursor, and Gemini configs: user:org:read, robowrite:content, offline_access. Publication is not requested. There are no delete or billing-management tools.
Unauthenticated initialize, ping, and tools/list succeed so hosted clients can discover the connector. tools/call still returns 401 with an OAuth challenge until the user signs in.
The connection can read and create content in the selected organization, change existing brand voice fields, and start research or generation. It is not restricted to one test brand. Offline access allows the client to renew its connection without repeating browser sign-in, subject to expiry and revocation.
Publication access is not requested. This connector has no delete tools or billing-management tools. It also has no draft-edit tool, so locally revised text must not be described as a saved RoboWrite revision. The account's allowance and overage settings still apply; OAuth does not set a separate spending limit.
This version requires the hosted connector's inventory/recovery tools. After upgrading, refresh the client tool catalog and confirm list_content, list_briefs, get_brief, get_content, list_jobs and get_topic_content are available. If they are missing, report that the hosted deployment has not caught up; do not replace a read with another generation request.
Try these prompts:
Show me this month's drafts about content briefs for my selected brand, with their titles, saved versions and job status.
Find my recent failed or unfinished RoboWrite jobs and show any drafts already saved. Do not restart generation.
Read this draft's saved scoring, sources, assertion provenance and compliance findings.
The tools filter on the server before pagination. Briefs record their originating topic; converted means a brief was created, not that generation succeeded. The latest job attempt and the job that produced a saved version are separate. Property and brief creation require a brand ID, and MCP property creation defaults to draft-only.
Ask RoboWrite to inspect an existing brand or analyze your website. Review its brand voice suggestions, choose a pillar and topic, and approve the brief before starting generation. The skill tracks resource and job IDs, uses stable idempotency keys for supported writes, and checks the stored Markdown before reporting a finished draft. It stops when strategy generation returns no usable saved pillars.
Start with a read-only review:
Read my existing brand voice and propose a content brief for my audience. Do not save or change anything yet.
After reviewing the plan, request the draft workflow:
Use my website to propose a brand voice and content brief for my intended audience. Let me review them before you create a draft-only property or start generation. Save the final draft in RoboWrite and show me the stored Markdown.
CI validates every manifest on each pull request: JSON structure, one shared version across server.json, the four plugin.json files, and gemini-extension.json, the hosted MCP URL, and server.json against the registry schema. Run the same check locally with python3 scripts/validate_manifests.py.
CI also smoke-tests the hosted service with python3 scripts/smoke_test.py. It is read-only and unauthenticated: it che
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