YellowMCP
远程MCP服务器的可靠性智能。面向Agent的原生发现，支持1700+台服务器，具备运行时间监控和延迟基准测试。
文档
20,348 Servers511 Up896 Reachable70 Degraded704 DownAvg Trust: 83Health Checks: 21814K+
MCP Server Reliability Intelligence
Monitoring 20,348 servers · 21814K+ health checks
Server StatusiBased on real-time health checks every 5-15 minutes
Up511(23%)Reachable896(41%)Degraded70(3%)Down704(32%)
Trust Score DistributioniTrust scores combine security posture (auth, CORS, SSL) with reliability data
Excellent1,146
Good536
Fair483
Poor15
Critical0
24h Uptime Heatmap — Top 30 ServersiGreen = up, Blue = reachable (auth-required), Yellow = degraded, Red = down, Gray = no data
UTC hours
14:00
17:00
20:00
23:00
2:00
5:00
8:00
11:00
Netdata
AWS Knowledge
PostHog MCP Server
MCP Registry Server
ContextLattice
edgar.tools SEC Intellige
ShipSwift
com.monday/monday.com
io.github.promplate/hmr
cloud.dchub/mcp-server
Supabase
ChromaDB Remote MCP Serve
io.github.alphavantage/al
ai.smithery/brave
Rootly
io.github.mapbox/mcp-serv
app.thoughtspot/mcp-serve
ai.klavis/strata
ai.smithery/docfork-mcp
AgentLair
Buildkite
Flaim Fantasy
Frihet ERP
AgentDeals
Math MCP Learning
Slack MCP Server
io.github.aniebyl/ololand
com.postman/postman-mcp-s
io.github.kriptoburak/xqu
com.atlassian/atlassian-m
UpReachableDegradedDownNo data
Ecosystem Intelligence
60
Moderate
Ecosystem HealthiComposite score combining uptime, trust, maintenance activity, and authentication coverage across all monitored servers
0.9
Up/Down Ratio (24h)iRatio of servers that recovered vs went down in the last 24 hours. Above 1.0 means more servers coming online than going offline
↑2766↓3107
726
Downfall Events (24h)iServers that changed from up/reachable to down in the last 24 hours
Daily Health Checks (7d)
Notable Downfalls (24h)
↓GitHub★31,0573h ago
↓Oh My Posh Validator★22,93722m ago
↓Skyvern★22,02218h ago
↓Airweave Search★6,46022m ago
↓ai.exa/exa★4,63922h ago
Reliability Movers
Rising Reliability
Wistia API+100.0%
Bilt+100.0%
Steam Trends MCP+100.0%
com.jepto/mcp+100.0%
io.github.promplate/hmr+100.0%
Declining Reliability
io.github.ax-platform/ax-platform-100.0%
Example App-100.0%
io.github.n24q02m/better-notion-mcp-100.0%
app.linear/linear-100.0%
io.github.joshuaworth/estimations-100.0%
Category Trust Scores
Registry Rankings
| Source | Servers | Avg Uptime | Avg Trust |
|---|---|---|---|
| smithery | 422 | 91.3% | 93 |
| registry | 1607 | 60.1% | 80 |
| mcpmonitoring | 36 | 51.2% | 78 |
| pulsemcp | 115 | 55.8% | 78 |
Live Monitoring Feed
Real-time health check results from our monitoring network
TimeServerStatusLatency
2m agoco.tenderly/tenderly-mcpreachable217ms
2m agoFigma MCP Serverreachable198ms
2m agoTinyFish AI Web Agentreachable735ms
2m agoKonstructreachable302ms
2m agoAgent Pocketdown206ms
2m agoai.shawndurrani/mcp-merchantup819ms
2m agoio.github.russellshen1992/2oup993ms
2m agoai.smithery/truss44-mcp-cryptoreachable500ms
2m agoOrbucup500ms
2m agoai.smithery/bergeramit-bergeradown502ms
2m agoSlack MCP Serverreachable328ms
2m agoio.github.Bluecraft-AI/machfivup256ms
2m agosuba-1234reachable510ms
2m agoio.github.abhijitjavelin/javelreachable303ms
2m agoPleasanter MCPdown54ms
2m agoio.github.haim-barad/drinkedinup494ms
2m agoBGPT - Scientific Paper Searchup426ms
2m agoIteratoolsreachable605ms
2m ago不動産情報サービス MCPup422ms
2m agonz.phos/analytics-enginedown116ms
Top Reliable Servers
View all →
| # | Server | Status | Uptime | Trust |
|---|---|---|---|---|
| 1 | Netdata | 99.6% | 100 | |
| 2 | AWS Knowledge | 100.0% | 100 | |
| 3 | PostHog MCP Server | 99.6% | 100 | |
| 4 | MCP Registry Server | 98.8% | 100 | |
| 5 | ContextLattice | 100.0% | 95 | |
| 6 | edgar.tools SEC Intelligence | 100.0% | 95 | |
| 7 | ShipSwift | 99.4% | 95 | |
| 8 | com.monday/monday.com | 99.9% | 100 | |
| 9 | io.github.promplate/hmr | 100.0% | 100 | |
| 10 | cloud.dchub/mcp-server✓ | 99.9% | 95 | |
| 11 | Supabase | 99.5% | 100 | |
| 12 | ChromaDB Remote MCP Server | 100.0% | 100 | |
| 13 | io.github.alphavantage/alpha_vantage_mcp | 99.4% | 95 | |
| 14 | ai.smithery/brave | 99.8% | 95 | |
| 15 | io.github.mapbox/mcp-server | 100.0% | 100 | |
| 16 | app.thoughtspot/mcp-server | 99.8% | 100 | |
| 17 | Rootly | 99.4% | 100 | |
| 18 | ai.klavis/strata | 99.1% | 90 | |
| 19 | ai.smithery/docfork-mcp | 99.4% | 95 | |
| 20 | AgentLair | 98.8% | 95 |
Security Intelligence
Full report →
254
No Authentication
50%
Open CORS
2,180
Servers Scanned
83/100
Avg Trust Score
Test Your ServerClaim Your ServerView Full ReportFounding Operator Pack
Stay updated on MCP reliability
Get the monthly State of MCP Reliability report and ecosystem insights.
No spam. Unsubscribe anytime.