MCP Server Quality Scores

Independent quality analysis of 47923 public MCP servers

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47923
Discovered
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29604
Scored
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2112
Verified
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16952
Complete
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Last updated 1 hour, 59 minutes ago

Grade Distribution

Score Distribution

Newly Added

acopio F Verant F var.gg Naming Memory F admin F Travel Code F

Biggest Gainers

mcp +48 mcp +48 mcp +48

Biggest Drops

GroundAPI -42 Phos Marketing Engine -39 medusa-mcp -39
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
47901
Stealth-Labs-LTD
Provides access to 27 UK government data sources and services, enabling queries…
 — ○ ⏳ — — — — — —
47902
pmankar-netchex
Provides read-only access to Salesforce orgs via MCP, enabling SOQL queries, sO…
 — ○ ⏳ — — — — — —
47903
yansircc
mcp-wp Claim
A full control with your WP site
 — ○ ⏳ — N/A N/A — 95 —
47904
nandeshkanagaraju
An intelligent database gateway that provides secure database access via MCP pr…
 — ○ ⏳ — N/A N/A — — —
47905
jmiedzinski
Enables Claude to explore and analyze remote Git repositories, providing struct…
 — ○ ⏳ — — — — — —
47906
roamzy-io
mcp-server Claim
Buy and manage a global eSIM through chat. One eSIM for 192 countries, per-MB b…
 — ○ ⏳ — — — — — —
47907
mcpassistant
Manages the lifecycle of MCP services with health monitoring, auto-restart capa…
 — ○ ⏳ — N/A N/A — 95 —
47908
sandraschi
AI-driven USB oscilloscope control via FastMCP, enabling waveform capture, CSV …
 — ○ ⏳ — N/A N/A — — —
47909
wgong
— ○ ⏳ — N/A N/A — 95 —
47910
3viky
Enables AI agents to monitor and debug GitLab CI/CD pipelines by providing tool…
 — ○ ⏳ — — — — 81 —
47911
ebullient
Vault as MCP Claim
An Obsidian plugin that runs an MCP server, enabling external LLM tools to read…
 — ○ ⏳ — N/A N/A — — —
47912
matthieurosset
MCP server for managing a media server stack (Plex, Radarr, Overseerr, Bazarr, …
 — ○ ⏳ — — — — — —
47913
MCP-Mirror
Enables browser automation and web scraping through Playwright, supporting navi…
 — ○ ⏳ — N/A N/A — 95 —
47914
clauxel
Remote MCP for Copilot CLI switch gate MCP, structured receipts, audit logs, an…
 — ○ ⏳ — — — — — —
47915
yusufk
Salaah MCP Claim
A service for calculating Islamic prayer times, Qiblah direction, and moon visi…
 — ○ ⏳ — N/A N/A — — —
47916
relievedattention992-smithery
— ○ ⏳ — — — — 81 —
47917
Netts-official
MCP server for TRON blockchain integration, enabling AI assistants to check bal…
 — ○ ⏳ — — — — — —
47918
metachain-org
An MCP server implementation for Alpaca's Trading API that enables LLMs to inte…
 — ○ ⏳ — — — — — —
47919
prodkit-labs
A local-first FastAPI and MCP safety kit for turning internal HTTP APIs into co…
 — ○ ⏳ — — — — — —
47920
itsstoyan
AgentHub Claim
A local MCP server that orchestrates multi-agent coding teams by spawning worke…
 — ○ ⏳ — N/A N/A — — —
47921
ygaoau97
— ○ ⏳ — N/A N/A — 95 —
47922
DerpBicycle
Search 300+ game industry reports with hybrid search, claims, charts, and citat…
 — ○ ⏳ — — — — — —
47923
torsday
Gives MCP-compatible AI assistants full, typed access to OmniFocus on macOS, en…
 — ○ ⏳ — N/A N/A — — —
Showing 47901–47923 of 47923 servers
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