MCP Server Quality Scores

Independent quality analysis of 49876 public MCP servers

49876
Discovered
29726
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 49 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49651
UltraStarz
x402-extract Claim
Pay-per-call MCP server. $0.01 USDC extracts schema.org/Product JSON from any U…
N/A N/A
49652
soil-dev
capsulemcp Claim
MCP server for [Capsule CRM](https://capsulecrm.com). 81 tools (49 in read-only…
49653
matt.ferrante
alkemi-mcp Claim
N/A N/A 95
49654
VeyronSakai
UniCortex Claim
An MCP server that enables AI agents to control the Unity Editor externally, pr…
N/A N/A
49655
pipeworx-io
mcp-currents Claim
Wraps the Currents API to provide access to news articles and headlines through…
49656
teampromptpioneers
Enables generation of enterprise-grade software templates with built-in GDPR/Sw…
81
49657
pipeworx-io
thegamesdb Claim
Wraps TheGamesDB API to enable game data queries via MCP. Part of Pipeworx gate…
49658
hello-qgtm
Eversince Claim
Creative agent that plans and executes across image, video, audio, and motion g…
81
49659
e2xlabs
StablecoinX Claim
Drive a StablecoinX business account — auth, API keys, sessions, paymaster, and…
N/A N/A
49660
jd-opensource
An MCP server for micro-app integration that enables documentation crawling and…
49661
ronykris
MCP server that provides zkApp transaction information from the Mina blockchain…
49662
narcissux
Enables dynamic SSH connection to servers for real-time JVM diagnostics using A…
49663 N/A N/A 95
49664
blueshiftlabs-ai
Enables Claude Code and other MCP clients to interact with Microsoft SQL Server…
49665
Machiavelli-DaVinci
Connects to Stack AI workflows, allowing you to run workflows and pass user inp…
49666
neurynae
MCP tool discovery for AI agents — find, compare, verify tools across 35+ regis…
N/A N/A
49667
taylorarndt
Enables AI clients to search, read, create, update, move, and delete Apple Note…
N/A N/A
49668
FREEZONEX
An MCP protocol server that provides access to supOS open APIs, allowing MCP-co…
81
49669
xerktech
mcp-financex Claim
Comprehensive MCP server for real-time stock, cryptocurrency, options, and fund…
49670
gautamrajur
MCP server for Splitwise. Enables creating and managing expenses, splits, and g…
49671
KarateJB
A server providing programming guidelines and coding standards for multiple lan…
N/A N/A
49672
Sunwood-ai-labs
Provides text-to-speech functionality via VoiceVox, enabling Claude to generate…
N/A N/A
49673
Dmitriusan
A comprehensive MCP toolkit for Java backend developers, providing 35 tools acr…
N/A N/A
49674
jacob-hartmann
MCP server for the Kinsta WordPress hosting platform, enabling AI assistants to…
49675
radostkali
Enables GitLab integration through MCP, supporting code review and project mana…
N/A N/A
49676
matilarrazabal
Enables managing todo lists and tasks through natural language, supporting crea…
49677
schwarztim
A Model Context Protocol server that enables AI assistants to perform network p…
49678
wyre-technology
atera-mcp Claim
MCP server for the Atera RMM API. Implements a decision tree architecture for e…
49679
bighadj22
Enables searching and displaying high-quality, royalty-free photos from Pexels …
49680
BounceProtect
Email validation and SMTP verification for Claude Desktop, Cursor, and Claude C…
49681
sdntechforum
A community MCP server for Cisco Secure Access that exposes the Secure Access R…
49682
neuraltanh
MCP server for MariaDB that exposes database schema as resources and provides a…
49683
coinexcom
An MCP server for interacting with the CoinEx cryptocurrency exchange, enabling…
49684
xiaobenyang-com
time-zone Claim
查询任意时区的当前时间,并在不同时区之间快速转换。轻松规划跨地域会议与行程。避免时差换算失误,提升协作效率。
N/A N/A 95
49685
mymcp
hexstrike-ai Claim
N/A N/A 95
49686
rmednitzer
mcpx Claim
A Model Context Protocol server for complete shell and SSH mastery, enabling co…
49687
skuzadev
WpfPilot MCP Claim
MCP server for AI agents to automate Windows WPF apps with semantic UI Automati…
N/A N/A
49688
nityeshaga
Enables Claude Code to manage Hetzner Cloud servers, including creating, deleti…
49689
lazymac2x
Cloudflare Workers MCP server: api-diff-monitor
49690
Un3x
First-person AI war-stories from coding sessions, searchable via MCP for prior-…
49691
kuyen-labs
Manages affiliate programs, analytics, incentives, and payouts through MCP-comp…
49692
kamath
Provide a scaffold for building MCP servers with integrated AI and environment …
N/A N/A 95
49693
Vvkmnn
An MCP server for deterministic prompt optimization in Claude Code. Score promp…
49694
dallask
Provides conversational, actionable accessibility testing for AI agents, includ…
N/A N/A
49695
theWDY
An MCP server for creating and editing Word, Excel, and PowerPoint documents th…
N/A N/A
49696
Adi-204
An MCP server for AsyncAPI that enables parsing, validation, linting, conversio…
N/A N/A
49697
fastmcp-me
Enables secure execution of whitelisted shell commands through MCP, with suppor…
N/A N/A
49698
sandsaber
A universal MCP server for spawning agents with any OpenAI-compatible LLM, supp…
49699
Nobrega-Medtech
Provides over 300 medical calculator tools for AI assistants, supporting eviden…
49700
scvcoder
Enables natural language interaction with the Korean Personal Information Prote…
Showing 49651–49700 of 49876 servers
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