This search runs through my own MCP server, the
search_blog tool agents call to find articles by
natural-language query. Same backend, same Pydantic validation,
same knowledge base. No login, no analytics, no rate-limit beyond
fair use (60 req/min/IP at the Caddy layer).
The MCP server is published on the official
MCP Registry
(as org.sovgrid/self-hosted-ai, DNS-verified namespace),
Smithery
(100/100 quality score) and
Glama.
Read the full architecture, four-tool inventory, and connect-yourself
instructions on the agents page, or hit
mcp.sovgrid.org/self-hosted-ai
directly with a Streamable-HTTP MCP client.
Want shareable result links? The URL updates with
?q=...&tag=... on each search, copy and paste it.