Agents Find Your Product is answering right now. Last checked 3 min ago. It exposes 31 tools. Last commit 23 Sep 2026.
Make a product discoverable to agents: catalog, llms.txt, agent card, hops, MCP door.
Every tool that appeared, vanished or quietly changed what it asks for. Recorded since 24 September 2026. No other catalogue keeps this.
Over the last week it answered 92.2% of our checks. We check every 15 minutes, so you hear about the next outage within the hour — not from your users.
Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 3 min ago.
claude mcp add agents-find-your-product --transport http https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/agents-find-your-product/mcp
{
"mcpServers": {
"agents-find-your-product": {
"url": "https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/agents-find-your-product/mcp"
}
}
}
[mcp_servers.agents-find-your-product]
url = "https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/agents-find-your-product/mcp"
{
"mcpServers": {
"agents-find-your-product": {
"url": "https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/agents-find-your-product/mcp"
}
}
}
{
"mcpServers": {
"agents-find-your-product": {
"url": "https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/agents-find-your-product/mcp"
}
}
}
Read directly from the server with tools/list, grouped by what they act on.
If a tool disappears, we record the date.
agent-ads-index
agent-tool-index
fetch-status
status-catalog
agents-find-your-product
browser-url-ok
calc-eval
citation
compatibility
domain-shape
figma-url-shape
file-path-ok
hn-front-count
geo-hint
github-repo-shape
iana-zones
inspect-robots
jira-key-shape
search-query-len
lib-docs-hint
memory-key-count
normalize-url
people-search-index
playwright-url-ok
think-steps
timezone
utc-time
validate-json
weather-hint
web-fetch
wiki-title-ok
| URL | Transport | State | Latency | Checked |
|---|---|---|---|---|
| https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/agents-find-your-product/mcp | streamable-http | answering | 472 ms | 3 min ago |
Agent-first product listing: JSON catalog, agent card, MCP door, hops, measured landings.
Machine catalog for products that want agent clients: surfaces, hops, discovery paths.
Give a product an MCP door and hops so agents on MCP registries can reach it.
Fashion product discovery and virtual try-on via the Glance catalog
Find vetted agent skills for your task — privacy-preserving skill discovery over MCP.
Remote MCP server for product discovery catalog and retrieving product details.
{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"whoami","arguments":{}}} free no key
MCP endpoint to APIbase catalog (https://apibase.pro/llms.txt). USDC: x402 Base, MPP Tempo.
Answers built from our own checks of this server.