Glimind
Know if an MCP server works before your agent calls it
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Glimind tracks 150,000+ MCP servers, checks the live ones every few minutes, and tells your agent which tools work right now and how to call them. Grade your own server in seconds and get a free status page. Free, no signup.
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PH · launched Oct 19, 2026 · 1 upvote (top 67%)
- Horizontal
- Observability & eval
- Developer
- AI-native
- Commercial product
- API
- Developer Tools
- Artificial Intelligence
Similar launches
See all 131 similar launches →Could you build this?
Partial While the frontend status page and MCP schema validation are straightforward, building distributed heartbeat infrastructure to reliably monitor 150,000+ servers every few minutes without IP bans or timeout bottlenecks requires non-trivial background worker architecture.
What it would actually take: A real version requires a distributed scheduler (e.g., Temporal, Celery, or AWS SQS/Lambda workers) capable of orchestrating 150k+ network health checks every few minutes with proxy rotation and rate limiting. The backend needs a time-series or event log database (ClickHouse or TimescaleDB) to aggregate uptime history and generate status metrics efficiently. Building and maintaining this requires robust distributed systems and devops expertise.
Competitors
Other products that read as similar to this one : 131 launches clear the similarity bar, closest 8 shown.
Attention rank: #72 of 132 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 336 days after the earliest competitor.
- Preflight: MCP server security check · ph · 2026-09-14 · 1 upvotes · similarity 0.55
- MCP Servers Directory by AllthingsPM · ph · 2026-10-16 · 3 upvotes · similarity 0.52
- McpMarkets · ph · 2026-10-26 · 1 upvotes · similarity 0.51
- mcpspan · ph · 2026-10-23 · 2 upvotes · similarity 0.51
- mcpgawk · ph · 2026-10-06 · 73 upvotes · similarity 0.50
- MCP Playground · hn · 2026-03-01 · 7 upvotes · similarity 0.50
- Uptime Monitor · ph · 2026-10-08 · 1 upvotes · similarity 0.49
- Openstatus MCP Health Checker · ph · 2026-05-30 · 207 upvotes · similarity 0.48