MCP Scoreboard

Other

27220 servers

Avg score: 61.2

neural-memory A+

Strudel MCP Server A+

interactive-leetcode-mcp A+

AI & Machine Learning

4909 servers

Avg score: 62.2

actual-mcp-server A

Ollama-Omega A

File Organizer MCP A

Developer Tools

1519 servers

Avg score: 61.7

env-doctor A

jira-mcp A

dep-scope A

Browser & Web

1275 servers

Avg score: 61.2

MCPretentious A

MCP Dataverse A

crw A

Database & Storage

1185 servers

Avg score: 63.3

MCP Debug Recorder A

engram-server A

Mnemo Cortex A

Communication

989 servers

Avg score: 57.4

Email Sending MCP A

PO6 Mailbox A

thunderbird-cli A

Cloud & Infrastructure

911 servers

Avg score: 60.2

resonant-mind A

logicapps-mcp A

cloudflare-dns-mcp A

Search & Knowledge

852 servers

Avg score: 60.8

burnish-example-server A

cross-validated-search A

exa A

Productivity

706 servers

Avg score: 62.7

Google Drive MCP Server A+

obsidian-mcp-pro A

mcp-server-apple-events A

Media & Content

499 servers

Avg score: 62.8

figma-mcp-go A

figma-to-markdown-mcp A

Weftly A

Data & Analytics

100 servers

Avg score: 59.6

bigquery-mcp B

gdal-mcp B

library B

E-Commerce

93 servers

Avg score: 60.8

Rebillia MCP Server A

cob-shopify-mcp A

WooCommerce MCP Server B

Monitoring & Observability

81 servers

Avg score: 67.2

opentelemetry-mcp-server A

datadog-mcp A

prometheus-mcp A

Finance