Myagi - Open Agent Registry
Score any website's AI-agent readiness. Open Agent Registry scanner + platform tools.
Install
Add this to your client's MCP configuration (Claude Desktop: claude_desktop_config.json; Cursor: .cursor/mcp.json; VS Code and others use the same "mcpServers" shape).
claude mcp add --transport http myagi-open-agent-registry 'https://myagi.bot/api/mcp'
{
"mcpServers": {
"myagi-open-agent-registry": {
"type": "http",
"url": "https://myagi.bot/api/mcp"
}
}
}
Documentation
From the project's README on GitHub, refreshed weekly. Links open on GitHub.
OpenAgent Registry
The open registry, scanner, and leaderboard for agent-ready websites and services.
OpenAgent Registry (OAR) does three things in one place:
- Scans any URL for the full stack of agent-access signals -
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. - Scores each site against a transparent, public rubric and ranks it within its industry category.
- Tells you what to do about it - a concrete approval-path checklist with deep links to the actual developer applications, OAuth signups, partner programs, and standards-adoption steps. Lead with the checklist; the score is supporting evidence.
Sources of authoritative scoring credit (registries / standards bodies):
- Official MCP Registry - the MCP working group's catalog of MCP servers (+25 if your domain ships one)
- Standards: llms.txt, agents.txt / agents.json, A2A Protocol, Web Bot Auth, RSL
Community resources used for domain discovery only (no score credit; we use these to know which sites to scan):
- thedaviddias/llms-txt-hub - one maintainer's community list of sites publishing
llms.txt - Agent Friendly Directory - sklivvz's curated agent-usable services
- A2A Registry - community directory of A2A agents
- LLMTEXT -
llms.txtvalidation toolkit
What OAR adds that none of the above does today:
- Comparative leaderboards by industry category (rentals, shopping, content, social, developer)
- Approval-path generator - concrete next steps, not just "you have OAuth"
- Aggregation across the full stack in one report
- Change monitoring over time
- A public, free API so agents (including your own) can query it before calling external services
Status
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).
Stack
- Next.js 15 (App Router) + TypeScript + Tailwind CSS
- No backend service in v0 - Next.js API routes do the scanning
- Local JSON cache for MVP; Postgres or Vercel KV for production scale
- Deploys natively to Vercel
Quickstart
pnpm install
pnpm dev
Then open http://localhost:3000.
How scoring works
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 |
Categories
- Rentals & Travel - Airbnb, Booking, Hertz, Avis, Enterprise, Expedia, Vrbo, AutoRentals
- Shopping & Commerce - Amazon, Shopify, Stripe, Target, Walmart, BestBuy, Etsy
- Content & News - NYT, WaPo, Bloomberg, Reuters, Substack, Medium
- Social & Community - Reddit, X, LinkedIn, Bluesky, Mastodon, Discord
- Developer Platforms - GitHub, Vercel, Cloudflare, npm, AWS, plus 800+ dev tools from the upstream import
- AI & ML Platforms - Anthropic, OpenAI, and 500+ AI/ML platforms publishing
llms.txt
Within 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]".
Contributing
See CONTRIBUTING.md. The three highest-leverage contributions today:
- Add services to
data/seed.json(a category, a homepage URL, optional notes) - opens a PR; CI runs a scan against it. - Tighten parsers for the well-known files. The MVP parsers are intentionally conservative - better parsers raise the data quality for everyone.
- Approval-path data - concrete next-step instructions per service (developer signup URL, OAuth scopes needed, partner-program form). This is the killer feature; quality is the moat.
License
Frequently asked questions
What is Myagi - Open Agent Registry?
Score any website's AI-agent readiness. Open Agent Registry scanner + platform tools.
How do I install Myagi - Open Agent Registry?
It runs as a remote server. In Claude Code: claude mcp add --transport http myagi-open-agent-registry 'https://myagi.bot/api/mcp'. For other clients, paste the JSON configuration from this page into their MCP settings.
Does Myagi - Open Agent Registry need an API key?
Its registry entry lists no required key or secret. Some features may still need an account with the service it connects to.
Is Myagi - Open Agent Registry open source?
Yes. Its code is on GitHub under the Apache-2.0 license.
Who maintains Myagi - Open Agent Registry?
It is published by aaronkpickrell. AI.tn lists it but does not maintain or endorse it.
From the official MCP Registry. Listing is not an endorsement: review a server's code and permissions before giving it access to your data.