MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 39 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53101
alezmad
claudemesh Claim
Enables Claude Code agents to communicate and share context across sessions via…
53102
yudh0802
whenwecan Claim
Enables scheduling polls for group chats to find common available times, with t…
53103
OLGTX303
voxcpm-mcp Claim
Enables text-to-speech synthesis and voice cloning using VoxCPM2 diffusion mode…
N/A N/A
53104
LucasLeguizamo
Enables agents to discover events, purchase tickets, and set reminders through …
53105
tonycai
Provides a lightweight MySQL database interface via stdio, enabling query execu…
N/A N/A
53106
websfactory
Searches for children's programs at public facilities like libraries and cultur…
53107
caron14
Validates BigQuery SQL syntax and performs dry-run analysis without executing q…
53108
huakexie
x-mcp-lite Claim
Read-only Twitter API server with bookmark and like management, plus anti-rate-…
N/A N/A
53109
godermai
Provides 11 tools for stock research, including search, market history, financi…
N/A N/A
53110
loonerlogic
Provides AI assistants with 6 tools to access Material UI component documentati…
53111
jordansilly77-stack
Demo MCP server that exposes order and customer data as read-only tools for AI …
N/A N/A
53112
johnneerdael
netskope-mcp Claim
An MCP to give access to all Netskope Private Access components within a Netsko…
81
53113 N/A N/A 95
53114
ranydone
Enables searching news, fetching top headlines, listing sources, and generating…
N/A N/A
53115
ImadMoka
Enables running multiple isolated browser sessions simultaneously and importing…
N/A N/A
53116
MCPWorks-Technologies-Inc
MCPWorks Claim
Cuts AI token costs by running user code in a secure sandbox, so data never ent…
53117
clauxel
AI agent run monitoring with incident replay and SLA receipts.
53118
millsymills-com
gandi-mcp Claim
Production-grade MCP server for the Gandi v5 API, enabling domain, DNS, email, …
53119
Mhdd-24
MCP server for Notepad++ on Windows that allows opening files, checking editor …
N/A N/A
53120
garfield-bb
hap-mcp Claim
N/A N/A 95
53121
Baneado98
Enables CORS diagnostics with a free local tier and a premium server-side tier …
53122
srivinod1
An MCP server that provides AI agents with geospatial analytics by querying Ove…
53123
Jelloeater
ulanzi-mcp Claim
MCP server and CLI for controlling Ulanzi TC001 Smart Pixel Clock via AWTRIX3 H…
53124
rifujin123
drawio-mcp Claim
Enables AI assistants to generate professional UML diagrams (class, use case, a…
N/A N/A
53125
reflex-search
reflex Claim
Local full-text code search for AI coding agents. Trigram-indexed, sub-100ms qu…
N/A N/A
53126
hernaninverso
MCP server for verifying claims against evidence using natural language inferen…
53127
Plong-Wasin
outlook-mcp Claim
MCP server for sending and managing Microsoft Outlook email via the Microsoft G…
53128
zk-armor
Converts Sphinx documentation (RST) to Markdown optimized for LLMs, enabling ea…
N/A N/A
53129
Dudude-bit
Unofficial MCP server for ordering Yandex Lavka groceries: search, cart, checko…
N/A N/A
53130
stevTresCloud
Enables spawning and managing multiple Claude Code agents in parallel with mode…
N/A N/A
53131
sktime
sktime-mcp Claim
An MCP server that enables LLMs to discover, reason about, compose, and execute…
53132
pealmeida
Enables AI agents to delegate tasks, run adversarial reviews, and manage backgr…
N/A N/A
53133
fieldjoshua
Enables AI assistants to interact with the Upwork freelance marketplace, includ…
53134
dayainow
Connects users to mental health counseling centers and welfare programs based o…
53135
per-simmons
monocle Claim
Gives AI agents the ability to interact with iOS simulators through 21+ tools f…
N/A N/A
53136
andsky
Enables AI assistants to directly control the Cocos Creator game editor via MCP…
N/A N/A
53137
Asem-D
Enables AI assistants to search, query, and manage ArcGIS Portal and Online con…
53138
AiLMe-AI
MCP server for hybrid medical consultation integrating Western and Traditional …
N/A N/A
53139
MaxenceBdu
paycoreDb Claim
Custom MCP server connected to a read-only SQLite database, exposing a schema r…
N/A N/A
53140
polybeta2
A Python MCP server that loads and analyzes HAR files locally, providing struct…
N/A N/A
53141
shibingli
MCP ToolKit Claim
A comprehensive MCP tools collection providing filesystem operations, command e…
53142
sjgant80-hub
Exposes foldkit's 7-prime spine, 7 κ-bands, and 6 fold operations as MCP tools …
53143
jackyxia918918
DramaCraft Claim
Integrates with Jianying (CapCut) and Chinese LLMs to automate short drama vide…
N/A N/A
53144
qoomezhu
gomcp-worker Claim
Cloudflare Workers 上的 MCP 服务器,通过 CDP 控制 Lightpanda 浏览器,支持导航、搜索、获取 Markdown 和链接提…
53145
Zfinix
gta_mcp Claim
Enables GTA Online money making with live tools for weekly bonuses, business tr…
N/A N/A
53146
miloudbelarebia
MCPSentry Claim
The MCP bridge that audits your routes before exposing them to LLMs and blocks …
53147
waszkowski
reddit-mcp Claim
Read-only MCP server for public Reddit content using TypeScript. Enables listin…
N/A N/A
53148
DataGraph Claim 1
Urban data for civic problem-solving: NYC subway, loneliness programs, violence…
N/A N/A 81
53149
jeffbai996
ibkr-mcp Claim
An MCP server that turns Interactive Brokers into a question-answering portfoli…
N/A N/A
53150
sweetrb
Enables AI assistants to query and export from the macOS Apple Photos library u…
N/A N/A
Showing 53101–53150 of 66502 servers