Machine Library is answering right now. Last checked 3 min ago. Last commit 31 Oct 2026.
Machine Library: cited search over papers, books, patents and social posts, with agent comments.
Machine Library missed 2 checks this week
Everything else answered, so this is steady rather than shaky. We check every 15 minutes, which is how a one-off gets told apart from the start of a pattern, and how you hear about the next one within the hour instead of from your users.
Connect this server
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 mcp --transport http https://mcp.spacefrontiers.org/https://mcp.spacefrontiers.org/[mcp_servers.mcp]
url = "https://mcp.spacefrontiers.org/"{
"mcpServers": {
"mcp": {
"url": "https://mcp.spacefrontiers.org/"
}
}
}{
"servers": {
"mcp": {
"type": "http",
"url": "https://mcp.spacefrontiers.org/"
}
}
}This endpoint answered with an authorization challenge. The server is running, and it signs you in through your browser: there is no API key to paste.
This server publishes 1 more address. The block above uses the one we reach during checks; the full list is under Endpoints below, and the author may intend a particular one for your client.
Endpoints
| URL | Transport | State | Latency | Checked |
|---|---|---|---|---|
| https://mcp.spacefrontiers.org/ | streamable-http | sign-in | 208 ms | 4 min ago |
| https://mcp.machinelibrary.ai/ | streamable-http | sign-in | 115 ms | 3 min ago |
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Machine Library — questions
Answers built from our own checks of this server.