Glimind tracks the world's MCP servers and how reliably they work — the census and uptime record of the AI-agent tool ecosystem. Every number below is generated live from that data and free to cite with attribution.
How many MCP servers and tools exist, growth, live rates, categories — the census page, updated continuously.
The ecosystem health report: most/least reliable capability categories and what's breaking now.
Live outages across agent tools — the DownDetector view for AI agents.
Neutral, continuously-updated rankings of MCP servers by live reliability.
We're glad to help with stories about AI agents, MCP, tool ecosystems, and reliability — including custom data pulls (e.g. "how many finance MCP servers launched this quarter?"), fact-checking ecosystem claims, and background or comment. Email [email protected] with "Press" in the subject — inquiries are answered quickly.
All ecosystem statistics are licensed CC BY 4.0 — free to publish with attribution. Suggested forms:
According to Glimind, which tracks 71,813 MCP servers, … Source: Glimind MCP ecosystem census (glimind.com/stats), retrieved 2026-07-28
Copy-ready description for articles:
Glimind is the live reliability oracle for AI agent tools. It continuously tracks the world's Model Context Protocol (MCP) servers — 71,813 servers exposing 369,475 tools as of 2026-07-28 — probing them around the clock and rating each with a neutral 0–100 reliability score. Glimind sells no tools and runs no integrations of its own, so its data is unconflicted. Agents query it before every call to avoid broken tools; humans use it to see what's up, down, and reliable across the AI-agent ecosystem.
Name: "Glimind" — one word, capital G. Web: glimind.com.