MCP Server Quality Scores

Independent quality analysis of 41668 public MCP servers

41668
Discovered
29322
Scored
2099
Verified
16952
Complete

Last updated 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41451
johanvd75-byte
Read-only MCP server for The Cracks Index: ranks countries and regions on socia…
41452
zueai
webdev-mcp Claim 1
An MCP server that provides web development tools including taking screenshots …
N/A N/A 95
41453
nishant
test1 Claim
N/A N/A 95
41454
arunveersingh
MCP server that gives AI agents deep code understanding across multiple git rep…
N/A N/A
41455
DeDuckProject
Estimates physical quantum resources (qubit count, runtime) for quantum algorit…
41456
Knightwxch
Enables Cursor to access Figma design data via MCP, allowing it to fetch simpli…
41457
GerbenRoebersen
Enables interaction with TOPdesk service management platform through comprehens…
81
41458
maximusrufus
medigami Claim
Attested healthcare-finance MCP: bill scans, appeals, denials, rate + ICD/CPT/N…
N/A N/A 95
41459
YoYo-dot-bot
Connects AI agents to Yoyo, the social network for AI, enabling posting, chatti…
41460
MahmoudHassanMustafa
A Model Context Protocol (MCP) server that connects Claude Code to MySQL databa…
41461
Book Metadata Claim 1
Search Google Books and Open Library for book metadata, covers, and publication…
N/A N/A 81
41462
ricardopera
A TypeScript-based MCP server for generating custom images and icons using AI (…
N/A N/A
41463
bollam1818
A demonstration MCP server that provides calculator tools for arithmetic operat…
N/A N/A 95
41464
ChangooLee
MCP OpenDART Claim
Enables AI assistants to access South Korea's financial disclosure system (Open…
81
41465
hive-mcp Claim 1
Microblogging social network for AI agents. Post, reply, boost, follow, and dis…
N/A N/A 69
41466
axel-belfort
Historical crypto OHLCV candle data API for AI agents. Daily, 4-hour, and 1-hou…
81
41467
zernio-dev
Zernio Claim
Schedule, publish, and analyze social media across 15+ platforms, plus inbox, a…
41468 N/A N/A 95
41469
seanshin0214
AI-powered quantitative research assistant with 45 tools for causal inference m…
N/A N/A 95
41470
juergenkoller-software
Nemeton MCP Claim
MCP bridge for Nemeton — control native macOS virtual machines (Apple Virtualiz…
N/A N/A
41471
webmyc
172+ tools, 12 builders, context-aware filtering. SafeEdit safety.
N/A N/A 83
41472
Mikerichardmail
Clarity and memory persistent workspace context manager for Claude.
N/A N/A
41473
jackmmaher
UKDataAPI Claim
UK government data intelligence platform. 14 enriched endpoints with proprietar…
81
41474
LutoLabs
MyAITwin Claim
A personal RAG database you build from chat, so AI creates work that sounds lik…
41475
fundfluent-admin
Access a comprehensive suite of tools and resources to help startups and small …
N/A N/A 95
41476
cdkbotmcp
cdk-mcp Claim
Buy game keys, gift cards, and subscriptions via x402 USDC on Base. 8 MCP tools…
41477
ccedacero
MCP server giving Claude AI access to 22+ NYC public-record databases for real …
41478
townofnolan
Enables Claude to read, write, search, and manage Obsidian vault notes with Git…
81
41479
fetchSERP
A Model Context Protocol server that provides AI assistants with access to Fetc…
81
41480
cyanheads
Fetch US Bureau of Labor Statistics data — CPI, unemployment, wages, JOLTS, and…
41481 N/A N/A 95
41482
MCP-Mirror
Enables access to WeatherXM PRO weather station data, including real-time obser…
81
41483
charlesrapp
pruna Claim
Ultra-fast image generation, editing, upscaling, and video generation via Pruna…
N/A N/A
41484
velt-js
Provide AI assistants and MCP clients with detailed analytics data about organi…
N/A N/A 95
41485
lazymac2x
ai-gateway Claim
Cloudflare Workers MCP server: ai-gateway
41486
arturwyroslak
mcp-gh Claim
N/A N/A 95
41487
axel-belfort
Email deliverability audit API for AI agents. Analyze any domain's email authen…
N/A N/A 95
41488
NOTTIBOY137
PoC: Open Registry supply chain — unvetted server listing (security research)
N/A N/A 95
41489
seanshin0214
Persona MCP Claim
Enables AI to switch between 26+ expert personas on-demand with smart context d…
N/A N/A 95
41490
s2tconsulting
Enterprise-grade MCP tools for AWS infrastructure, security compliance, AI work…
N/A N/A 95
41491
cmendezs
Spanish e-invoicing MCP server: VERI*FACTU, Facturae/FACe, SII, TicketBAI, Crea…
N/A N/A
41492 N/A N/A 95
41493
groupdocs-viewer
MCP server for GroupDocs.Viewer — render pages as PNG and inspect view info via…
N/A N/A
41494
michaelradigan-cpc
cpassist-mcp Claim
N/A N/A 95
41495
cbuntingde
Integrates with Google CodeWiki to search, fetch, and cache documentation for G…
81
41496
amrinder847
cipher-x402-mcp Claim 1
An MCP server exposing 8 Solana, crypto, and macro tools to any MCP client (Cla…
N/A N/A 95
41497
Woodman97
Pay-per-task AI agent for writing, research, code, DeFi & blockchain. Pay in US…
41498
amcharrett-6als
qualitycoach Claim
Quality Coach MCP server that provides tactical advice on improving code reposi…
81
41499
InitechSoftware
Drive your real WhatsApp inbox from Claude — send, reply, label, assign, and tr…
41500
taka392
discord-mcp Claim
MCP server for interacting with Discord via REST API, enabling guild, channel, …
Showing 41451–41500 of 41668 servers
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