Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Score any website's AI-agent readiness. Open Agent Registry scanner + platform tools.
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://myagi.bot/api/mcpRun this in your terminal
claude mcp add --transport http openagent-registry https://myagi.bot/api/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"openagent-registry": {
"url": "https://myagi.bot/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": {
"openagent-registry": {
"type": "http",
"url": "https://myagi.bot/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://myagi.bot/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 7, 2026
The publisher (myagi.bot) is not the repo owner (aaronkpickrell); someone else may have listed it
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 0 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 (0.1.0) reached the registry 5 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, Foliosio
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.
Read your support inbox, tag conversations and save draft replies from your AI agent. Never sends.
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.
The open registry, scanner, and leaderboard for agent-ready websites and services.
OpenAgent Registry (OAR) does three things in one place:
llms.txt, agents.txt / agents.json, AGENTS.md, .well-known/agent-card.json, robots.txt + Content Signals, OpenAPI, OAuth discovery, RSL licensing, MCP/A2A registry presence - and aggregates upstream registries instead of re-doing their work.Sources of authoritative scoring credit (registries / standards bodies):
Community resources used for domain discovery only (no score credit; we use these to know which sites to scan):
llms.txtllms.txt validation toolkitWhat OAR adds that none of the above does today:
Pre-alpha but live. Public deploy: https://openagent-registry.vercel.app.
After the v0.1 import, the registry tracks 1,400+ services across 6 industry categories, sourced from the original seed plus an import of llms-txt-hub. Every service has a live score, a label, and a generated approval-path checklist. Looking for contributors - especially for approval-path data per service (the moat).
pnpm install
pnpm dev
Then open http://localhost:3000.
See docs/rubric.md. Every signal is weighted, every weight is published, every score is reproducible from the JSON profile. No black-box scoring.
The current rubric (summary):
| Signal | Points |
|---|---|
| Official MCP server in MCP Registry | +25 |
| A2A Agent Card found | +25 |
agents.json (root or .well-known) | +15 |
| OpenAPI spec found | +15 |
| Web Bot Auth / signed-agent support | +15 |
| Official developer docs | +10 |
| Partner / approval path documented | +10 |
| OAuth/OIDC discovery | +10 |
agents.txt standard | +10 |
llms.txt | +8 |
AGENTS.md | +8 |
| RSL / licensing manifest | +8 |
robots.txt allows docs/API | +5 |
| Cloudflare Content Signals present | +5 |
llms-full.txt (extended) | +5 |
| Listed in llms-txt-hub | +5 |
| Listed in Agent Friendly Directory | +5 |
ai-plugin.json (deprecated signal) | +2 |
| Explicit bot/agent prohibition | -50 |
| Blocks automation, no API alternative | -30 |
| Unknown terms / can't parse | -10 |
Labels:
| Score | Label |
|---|---|
| 80–100 | Agent-ready |
| 60–79 | Agent-friendly |
| 40–59 | Partially agent-accessible |
| 20–39 | API-only / limited |
| 0–19 | Unknown |
| <0 | Likely blocked |
llms.txtWithin each category, services are ranked by their AgentRank score. The category page is the SEO-friendly editorial surface: *"Top agent-ready rental sites, [month] [year]"*.
See CONTRIBUTING.md. The three highest-leverage contributions today:
data/seed.json (a category, a homepage URL, optional notes) - opens a PR; CI runs a scan against it.Apache 2.0.