MCP Server Quality Scores

Independent quality analysis of 54421 public MCP servers

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54421
Discovered
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29763
Scored
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2112
Verified
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16952
Complete
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Last updated 2 hours, 19 minutes ago

Grade Distribution

Score Distribution

Newly Added

AppGoblin - App Store ASO & App Intel F Mathematical Programming Solver F Melvea Local Honey Discovery F trial-overdue F recall-risk F

Biggest Gainers

Stocklake — AI Stock Intelligence +44 Google Analytics (unofficial) +42 data-enrichment +42

Biggest Drops

Serverless-DB-Oracle -46 civilquants -4 GoCreative Agent API -3
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54401
runnel
voog-mcp Claim
MCP server for Voog CMS enabling management of Liquid templates, pages, product…
 — ○ ⏳ — — — — — —
54402
elevanaltd
Enables structured multi-perspective debates with Wind (explore), Wall (constra…
 — ○ ⏳ — — — — — —
54403
Rumblingb
Enables AI agents to search, read, and explore Wikipedia articles via tools lik…
 — ○ ⏳ — — — — — —
54404
tannht
gg-mcp Claim
A Model Context Protocol (MCP) server that connects AI agents to Google Workspa…
 — ○ ⏳ — N/A N/A — — —
54405
OnliSyn
Minimal MCP server exposing the Onli Knowledge Base, enabling retrieval of fact…
 — ○ ⏳ — — — — — —
54406
ArsenalPAC
Enable AI assistants to manage broadcast messaging, email campaigns, and contac…
 — ○ ⏳ — N/A N/A — 95 —
54407
checklist-day
checklist Claim
Machine-first beacon of operational ground truth for AI agents. Library regist…
 — ○ ⏳ — — — — 81 —
54408
FiquemSabendo
Enables MCP-capable clients to interact with OpenRefine's HTTP API for creating…
 — ○ ⏳ — N/A N/A — — —
54409
unstoppabledomains
Domain search, registration, DNS, marketplace, and checkout with your AI agent.
 — ○ ⏳ — — — — — —
54410
MaryamZi
Enables retrieval-augmented generation by embedding queries with a chosen provi…
 — ○ ⏳ — — — — — —
54411
clawdbotworker
imagegen-mcp Claim
AI image generation from text prompts via x402 micropayments on Base. $0.10 USD…
 — ○ ⏳ — N/A N/A — — —
54412
robbie
— ○ ⏳ — N/A N/A — 95 —
54413
yukkie
gh-mcp Claim
A thin MCP server wrapping GitHub CLI body operations to avoid shell escaping i…
 — ○ ⏳ — N/A N/A — — —
54414
Fu-Jie
Provides an OpenAI-compatible gateway to the MiMo (Xiaomi) model series, with n…
 — ○ ⏳ — — — — — —
54415
fahassan00
Email validation and SMTP verification for Claude Desktop, Cursor, and Claude C…
 — ○ ⏳ — N/A N/A — — —
54416
deuzinh2010
— ○ ⏳ — N/A N/A — 95 —
54417
universal-mcp
Sentry Claim
Enables interaction with Sentry's error tracking and monitoring tools through a…
 — ○ ⏳ — — — — — —
54418
skavinvarnan
Calculate and analyze financial metrics efficiently with this tool. Simplify co…
 — ○ ⏳ — N/A N/A — 95 —
54419
acampkin95
SERVER-MCP Claim
On-server agent for managing PostgreSQL, Redis, Keycloak, and NGINX on Ubuntu i…
 — ○ ⏳ — N/A N/A — 95 —
54420
Tomaslopera
Connects multiple microservices (ventas and pedidos) through a central MCP gate…
 — ○ ⏳ — N/A N/A — — —
54421
ygaoau97
— ○ ⏳ — N/A N/A — 95 —
Showing 54401–54421 of 54421 servers
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