YellowMCP
Trí tuệ độ tin cậy cho các máy chủ MCP từ xa. Khám phá gốc tác nhân cho hơn 1.700 máy chủ với giám sát thời gian hoạt động và điểm chuẩn độ trễ.
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Tài liệu
20,348 Servers477 Up880 Reachable67 Degraded757 DownAvg Trust: 82Health Checks: 28856K+
MCP Server Reliability Intelligence
Monitoring 20,348 servers · 28856K+ health checks
Server StatusiBased on real-time health checks every 5-15 minutes
Trust Score DistributioniTrust scores combine security posture (auth, CORS, SSL) with reliability data
24h Uptime Heatmap — Top 30 ServersiGreen = up, Blue = reachable (auth-required), Yellow = degraded, Red = down, Gray = no data
UTC hours
Ecosystem Intelligence
Notable Downfalls (24h)
↓ GitHub ★31,05733m ago
↓ Oh My Posh Validator ★22,93733m ago
↓ MCP Registry Server ★6,9663h ago
↓ Airweave Search ★6,4601h ago
↓ ai.exa/exa ★4,6391h ago
Reliability Movers
Category Trust Scores
Registry Rankings
Live Monitoring Feed
Real-time health check results from our monitoring network
Top Reliable Servers
| # | Server | Category | Status | Uptime | Latency | Trust | GradeiProtocol compliance grade. A = full MCP handshake, B = partial, C = responds but non-compliant, F = failed, N/A = auth-gated | Stars |
|---|---|---|---|---|---|---|---|---|
| 1 | Netdata | dev-tools | 99.9% | 544ms | 100 | N/A | ★79,437 | |
| 2 | PostHog MCP Server | dev-tools | 99.9% | 501ms | 100 | N/A | ★35,203 | |
| 3 | AWS Knowledge | dev-tools | 100.0% | 418ms | 100 | F | ★9,331 | |
| 4 | MCP Registry Server | dev-tools | 99.1% | 612ms | 100 | A | ★6,966 | |
| 5 | ContextLattice | productivity | 100.0% | 400ms | 95 | N/A | ★121 | |
| 6 | edgar.tools SEC Intelligence | dev-tools | 100.0% | 535ms | 95 | N/A | ★2,413 | |
| 7 | ShipSwift | dev-tools | 99.7% | 569ms | 95 | A | ★2,323 | |
| 8 | io.github.PrinceGabriel-lgtm/freshcontext | dev-tools | 99.9% | 331ms | 100 | N/A | ★9 | |
| 9 | io.github.cyanheads/pubmed-mcp-server | dev-tools | 100.0% | 421ms | 85 | A | ★116 | |
| 10 | io.github.cyanheads/clinicaltrialsgov-mcp-server | dev-tools | 99.8% | 407ms | 85 | A | ★81 | |
| 11 | io.github.alphavantage/alpha_vantage_mcp | dev-tools | 99.7% | 643ms | 95 | N/A | ★178 | |
| 12 | com.monday/monday.com | dev-tools | 99.6% | 558ms | 100 | N/A | ★412 | |
| 13 | Supabase | dev-tools | 99.8% | 592ms | 100 | N/A | ★2,766 | |
| 14 | Buildkite | dev-tools | 100.0% | 419ms | 95 | N/A | ★50 | |
| 15 | io.github.promplate/hmr | dev-tools | 100.0% | 354ms | 90 | N/A | ★17 | |
| 16 | ChromaDB Remote MCP Server | dev-tools | 100.0% | 391ms | 90 | N/A | ★12 | |
| 17 | ai.smithery/brave | dev-tools | 99.7% | 758ms | 95 | N/A | ★1,246 | |
| 18 | io.github.cyanheads/openalex-mcp-server | dev-tools | 99.9% | 385ms | 85 | A | ★7 | |
| 19 | cloud.dchub/mcp-server ✓ | dev-tools | 99.8% | 386ms | 95 | A | — | |
| 20 | ai.smithery/docfork-mcp | dev-tools | 99.7% | 768ms | 95 | N/A | ★488 |
Security Intelligence
232
No Authentication
51%
Open CORS
2,180
Servers Scanned
82/100
Avg Trust Score
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