Live Tape · Loading market feed
MCPHERE
What is MCP?ServersTrendingSignalsCompareReports
...
  1. Home
  2. Ecosystem
MCPHEREDecision-grade MCP intelligence
What is MCP?ServersCompareInsightsReportsResourcesMethodologySubmitSponsorPrivacyTermsCookies
Live Tape · 8 published MCPsUpdated Apr 12, 2026
ckan-mcp-serverM56.8+8.0%
odoo-mcp-proM50.0+0.0%
freee-mcpM45.2+0.0%
google-drive-mcpM40.2+0.0%
browser-devtools-mcp-vscode-extensionM37.5+0.0%
next-sdkM37.5+0.0%
sap-datasphere-mcpM36.1+0.0%
binary-ninja-headless-mcpM35.0+0.0%
simplenote-mcp-serverM35.0+2.0%
ebay-mcpM34.8+0.0%
bluera-knowledgeM34.4+0.0%
Home Assistant MCP Server by homeassistant-ai | PulseMCPM33.4+192.0%
Nexuscore_MCPM33.3+0.0%
Google Search Console MCP Server by saurabhsharma2u | PulseMCPM31.7+3.0%
ckan-mcp-serverM56.8+8.0%
odoo-mcp-proM50.0+0.0%
freee-mcpM45.2+0.0%
google-drive-mcpM40.2+0.0%
browser-devtools-mcp-vscode-extensionM37.5+0.0%
next-sdkM37.5+0.0%
sap-datasphere-mcpM36.1+0.0%
binary-ninja-headless-mcpM35.0+0.0%
simplenote-mcp-serverM35.0+2.0%
ebay-mcpM34.8+0.0%
bluera-knowledgeM34.4+0.0%
Home Assistant MCP Server by homeassistant-ai | PulseMCPM33.4+192.0%
Nexuscore_MCPM33.3+0.0%
Google Search Console MCP Server by saurabhsharma2u | PulseMCPM31.7+3.0%
ckan-mcp-serverM56.8+8.0%
odoo-mcp-proM50.0+0.0%
freee-mcpM45.2+0.0%
google-drive-mcpM40.2+0.0%
browser-devtools-mcp-vscode-extensionM37.5+0.0%
next-sdkM37.5+0.0%
sap-datasphere-mcpM36.1+0.0%
binary-ninja-headless-mcpM35.0+0.0%
simplenote-mcp-serverM35.0+2.0%
ebay-mcpM34.8+0.0%
bluera-knowledgeM34.4+0.0%
Home Assistant MCP Server by homeassistant-ai | PulseMCPM33.4+192.0%
Nexuscore_MCPM33.3+0.0%
Google Search Console MCP Server by saurabhsharma2u | PulseMCPM31.7+3.0%
ckan-mcp-serverM56.8+8.0%
odoo-mcp-proM50.0+0.0%
freee-mcpM45.2+0.0%
google-drive-mcpM40.2+0.0%
browser-devtools-mcp-vscode-extensionM37.5+0.0%
next-sdkM37.5+0.0%
sap-datasphere-mcpM36.1+0.0%
binary-ninja-headless-mcpM35.0+0.0%
simplenote-mcp-serverM35.0+2.0%
ebay-mcpM34.8+0.0%
bluera-knowledgeM34.4+0.0%
Home Assistant MCP Server by homeassistant-ai | PulseMCPM33.4+192.0%
Nexuscore_MCPM33.3+0.0%
Google Search Console MCP Server by saurabhsharma2u | PulseMCPM31.7+3.0%
Home
/Intelligence
/Ecosystem
Ecosystem Authority

Ecosystem Intelligence Dashboard

Aggregate snapshot of published MCP servers across momentum, health, and category concentration.

Aggregate Scope: Published Only
Published: 8
Explosive: 1
At Risk: 1
Updated: 2026-04-12 21:28 UTC
Open TrendingOpen InsightsOpen Exploding
How this list is selected:This view generates aggregated metrics only from published servers; sponsor flags do not affect metrics.
Published
8
Public MCP servers in scope
Explosive
1
Highest momentum cluster
At Risk
1
Declining activity signal
Avg Trend Score
70
Ecosystem-wide baseline
Global Health Index
76.4

Weighted reliability benchmark across published MCP servers using activity, release recency, and maintenance quality.

Weekly Velocity Snapshot

Weekly New Published
65
Avg Star Delta (7d)
+591.8

Latest weekly bucket from publish metrics table below.

Distribution and Risk Mix

Understand where momentum and health are concentrated before drilling down into individual servers.

Momentum Distribution

Universe: 3,539 servers
Cooling3504
Stable26
Rising9

Health Distribution

Universe: 3,539 servers
Warning1988
Healthy1549
At Risk2

Category Momentum Heatmap

Intensity is normalized between 0 and 1 from category average momentum.
Database
Intensity 100%
1 MCPs
Avg momentum 95.2
Devops
Intensity 77%
1 MCPs
Avg momentum 82.4
Automation
Intensity 67%
1 MCPs
Avg momentum 76.8
Cloud
Intensity 61%
1 MCPs
Avg momentum 73.6
Productivity
Intensity 51%
1 MCPs
Avg momentum 68.1
Collaboration
Intensity 41%
1 MCPs
Avg momentum 62.8
Developer-tools
Intensity 33%
1 MCPs
Avg momentum 57.9
Knowledge
Intensity 0%
1 MCPs
Avg momentum 39.9

Score Histograms

Numerical distribution of trend and health scores across published servers.

Trend Score Distribution

Histogram buckets across 3,539 servers
0-19
956
20-39
2548
40-59
26
60-79
8
80-100
1

Health Score Histogram

Histogram buckets across 3,539 servers
40-59
1861
60-79
129
80-100
1549

Protocol Breakdown

Top protocols by published server count with average trend/health and explosive totals.

ProtocolCountAvg TrendAvg HealthExplosive
MCP87076.41

Weekly Publish Metrics (Last 12 Weeks)

Track pipeline expansion and weekly growth behavior over time.

Week StartPublishedAvg Star Delta (7d)
2026-03-3065+591.8
2026-03-161+25
2026-03-093471+2.4
2026-02-162+7.5