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.

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

View all →

#ServerCategoryStatusUptimeLatencyTrustGradeiProtocol compliance grade. A = full MCP handshake, B = partial, C = responds but non-compliant, F = failed, N/A = auth-gatedStars
1Netdatadev-tools99.9%544ms100N/A★79,437
2PostHog MCP Serverdev-tools99.9%501ms100N/A★35,203
3AWS Knowledgedev-tools100.0%418ms100F★9,331
4MCP Registry Serverdev-tools99.1%612ms100A★6,966
5ContextLatticeproductivity100.0%400ms95N/A★121
6edgar.tools SEC Intelligencedev-tools100.0%535ms95N/A★2,413
7ShipSwiftdev-tools99.7%569ms95A★2,323
8io.github.PrinceGabriel-lgtm/freshcontextdev-tools99.9%331ms100N/A★9
9io.github.cyanheads/pubmed-mcp-serverdev-tools100.0%421ms85A★116
10io.github.cyanheads/clinicaltrialsgov-mcp-serverdev-tools99.8%407ms85A★81
11io.github.alphavantage/alpha_vantage_mcpdev-tools99.7%643ms95N/A★178
12com.monday/monday.comdev-tools99.6%558ms100N/A★412
13Supabasedev-tools99.8%592ms100N/A★2,766
14Buildkitedev-tools100.0%419ms95N/A★50
15io.github.promplate/hmrdev-tools100.0%354ms90N/A★17
16ChromaDB Remote MCP Serverdev-tools100.0%391ms90N/A★12
17ai.smithery/bravedev-tools99.7%758ms95N/A★1,246
18io.github.cyanheads/openalex-mcp-serverdev-tools99.9%385ms85A★7
19cloud.dchub/mcp-server ✓dev-tools99.8%386ms95A—
20ai.smithery/docfork-mcpdev-tools99.7%768ms95N/A★488

Security Intelligence

Full report →

232

No Authentication

51%

Open CORS

2,180

Servers Scanned

82/100

Avg Trust Score

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