MCP Server Quality Scores

Independent quality analysis of 40750 public MCP servers

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40750
Discovered
→
29237
Scored
→
2095
Verified
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16951
Complete
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Last updated 2 hours, 9 minutes ago

Grade Distribution

Score Distribution

Newly Added

Dealboard F knowledgebased B XcodeTraceMCP B japan-real-estate-intel A Claudegram B

Biggest Gainers

library +2 CrashStory MCP +2 mcp-server +2

Biggest Drops

Prince Cloud -5 mcp -5 Phos Sales Engine -4
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40551
sdtempo
Get personalized workout recommendations based on your menstrual cycle phase. A…
 — ○ ⏳ — N/A N/A — 95 —
40552
Potarix
Find company websites and verified business emails through the Potarix Enricher…
 — ○ ⏳ — — — — — —
40553
chloemulti1-hue
Greet people in multiple languages, perform quick calculations, and check curre…
 — ○ ⏳ — N/A N/A — 95 —
40554
football-docs Claim 1
Searchable football data provider docs for AI coding agents.
 — ○ — N/A N/A — 81 —
40555
rkdfx
Bridges AI assistants with TestCafe testing capabilities, enabling AI-driven br…
 — ○ ⏳ — N/A N/A — — —
40556
jtan
— ○ ⏳ — N/A N/A — 95 —
40557
restforge
MCP server that exposes RESTForge capabilities to AI agents, enabling them to s…
 — ○ ⏳ — N/A N/A — — —
40558
agent1st-ads-mcp
Nolas-Shadow Claim
MCP server that lets AI agents launch and manage Meta + TikTok ad campaigns aut…
 — ○ ⏳ — N/A N/A — 95 —
40559
qq459669253
mcp_server Claim
— ○ ⏳ — N/A N/A — 95 —
40560
NimbleBrainInc
Enables communication through Twilio's API including sending SMS/WhatsApp messa…
 — ○ — — — — 81 —
40561
Trade-Agent
Trade stocks and crypto on common brokerages (Robinhood, E*Trade, Coinbase, Kra…
 — ○ ⏳ — — — — 81 —
40562
coah80
youtube-mcp Claim
Enables AI assistants to watch YouTube videos by extracting frames at scene cha…
 — ○ ⏳ — N/A N/A — — —
40563
fofapro
mcp_fofa Claim
hacked by abc
 — ○ ⏳ — N/A N/A — 95 —
40564
teampromptpioneers
Enables generation of enterprise-grade software templates with built-in GDPR/Sw…
 — ○ ⏳ — — — — 81 —
40565
bughide010
mcp Claim
— ○ ⏳ — N/A N/A — 95 —
40566
@buihongduc132
mcp-chrome ⚡ Claim
— ○ ⏳ — N/A N/A — 95 —
40567
Boris-Song
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
 — ○ ⏳ — N/A N/A — 95 —
40568
MartinLoeper
— ○ ⏳ — N/A N/A — 95 —
40569
yakumo123118
mumuai Claim
— ○ — N/A N/A — 95 —
40570
clauxel
A paid remote MCP for CLI tool MCP, built to return verdicts, receipts, usage l…
 — ○ ⏳ — — — — — —
40571
samihalawa
— ○ ⏳ — N/A N/A — 95 —
40572
renCosta2025
— ○ ⏳ — N/A N/A — 95 —
40573
hipster
— ○ ⏳ — N/A N/A — 95 —
40574
IamFreak10
mcpv3e Claim
MCP server providing greeting and echo tools for testing and demonstration.
 — ○ ⏳ — — — — — —
40575
nesirat
A comprehensive system that helps organizations track, manage, and respond to s…
 — ○ ⏳ — — — — — —
40576
JcBouquin
Enables users to fetch and display various types of jokes (Chuck Norris, Dad jo…
 — ○ ⏳ — — — — 81 —
40577
NOVA-3951
Supermemory Claim
A recreation of the Supermemory MCP with all features of the Supermemory API
 — ○ — N/A N/A — 95 —
40578
ebenova
— ○ ⏳ — N/A N/A — 95 —
40579
securityfortech
A FastMCP server for managing Google Workspace users through the Admin Director…
 — ○ ⏳ — — — — — —
40580
h-ucchi
Enables PDF file manipulation including merging, splitting, extracting pages, e…
 — ○ ⏳ — N/A N/A — — —
40581
dtannen
Enables AI agents to manage projects, epics, and tasks with atomic locking, rea…
 — ○ ⏳ — N/A N/A — — —
40582
exe-blue
— ○ — N/A N/A — 95 —
40583
windsornguyen
Provides comprehensive access to Open-Meteo weather APIs, including forecasts, …
 — ○ ⏳ — — — — — —
40584
pbteja1998
Integrate your AI models with SourceSync.ai's knowledge management platform. Se…
 — ○ — N/A N/A — 95 —
40585
ali-kh7
A Model Context Protocol compliant server that facilitates comprehensive web re…
 — ○ ⏳ — — — — 81 —
40586
narcissux
Enables dynamic SSH connection to servers for real-time JVM diagnostics using A…
 — ○ ⏳ — — — — — —
40587
DonutLabs-ai
An implementation that enables interaction with the Solana blockchain through t…
 — ○ ⏳ — N/A N/A — 95 —
40588
AgentBill Claim 1
Billing infrastructure for AI agents. Preflight spend checks + post-execution u…
 — ○ — N/A N/A — 81 —
40589
thorsten-zoerner
87+ specialized tools for German and European energy data. Direct AI access to …
 — ○ ⏳ — N/A N/A — 95 —
40590
FunplayAI
stdio bridge for the local Godot Editor MCP server from FunplayAI/funplay-godot…
 — ○ ⏳ — N/A N/A — — —
40591
axel-belfort
HTTP header security analysis API for AI agents. Analyze response headers for a…
 — ○ ⏳ — — — — 81 —
40592
neurynae
MCP tool discovery for AI agents — find, compare, verify tools across 35+ regis…
 — ○ ⏳ — N/A N/A — — —
40593
cahaseler
Enables AI assistants to search, retrieve, and optionally edit pages in a WikiJ…
 — ○ ⏳ — — — — — —
40594
Aman-Amith-Shastry
Perform advanced numerical computations and array manipulations using NumPy thr…
 — ○ ⏳ — N/A N/A — 95 —
40595
Nealmalhotra
Query people and interaction transcripts from your PostgreSQL database. Quickly…
 — ○ ⏳ — N/A N/A — 95 —
40596
patrick-c-nel
Search and retrieve cryptographically-verified compliance nodes. 3,000+ nodes a…
 — ○ ⏳ — — — — 81 —
40597
dmang-dev
mcp-pine Claim
MCP server for PCSX2 and other emulators that speak the PINE protocol. Read and…
 — ○ ⏳ — N/A N/A — — —
40598
Semiotronika
LINZA Claim
Local-first MCP sidecar for Markdown artifacts, review cards, and supervised kn…
 — ○ ⏳ — N/A N/A — — —
40599
rosasynthesiz
flstudio-mcp Claim
AI control for FL Studio via the Model Context Protocol — full in-DAW mixing (M…
 — ○ ⏳ — N/A N/A — — —
40600
mirinda-cmd
Explore a variety of implementations that enhance Large Language Models with se…
 — ○ ⏳ — N/A N/A — 95 —
Showing 40551–40600 of 40750 servers
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