MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56501
wdm0006
MCP server offering text analysis tools for writing improvement, including spel…
N/A N/A
56502
adathouse
cdgmcp Claim
Exposes a Congress.gov-style legislative GraphQL API to MCP clients, enabling q…
56503
alezmad
claudemesh Claim
Enables Claude Code agents to communicate and share context across sessions via…
56504
yudh0802
whenwecan Claim
Enables scheduling polls for group chats to find common available times, with t…
56505
OLGTX303
voxcpm-mcp Claim
Enables text-to-speech synthesis and voice cloning using VoxCPM2 diffusion mode…
N/A N/A
56506
LucasLeguizamo
Enables agents to discover events, purchase tickets, and set reminders through …
56507
tonycai
Provides a lightweight MySQL database interface via stdio, enabling query execu…
N/A N/A
56508
websfactory
Searches for children's programs at public facilities like libraries and cultur…
56509
caron14
Validates BigQuery SQL syntax and performs dry-run analysis without executing q…
56510
huakexie
x-mcp-lite Claim
Read-only Twitter API server with bookmark and like management, plus anti-rate-…
N/A N/A
56511
godermai
Provides 11 tools for stock research, including search, market history, financi…
N/A N/A
56512
loonerlogic
Provides AI assistants with 6 tools to access Material UI component documentati…
56513
jordansilly77-stack
Demo MCP server that exposes order and customer data as read-only tools for AI …
N/A N/A
56514
johnneerdael
netskope-mcp Claim
An MCP to give access to all Netskope Private Access components within a Netsko…
81
56515 N/A N/A 95
56516
ranydone
Enables searching news, fetching top headlines, listing sources, and generating…
N/A N/A
56517
ImadMoka
Enables running multiple isolated browser sessions simultaneously and importing…
N/A N/A
56518
MCPWorks-Technologies-Inc
MCPWorks Claim
Cuts AI token costs by running user code in a secure sandbox, so data never ent…
56519
clauxel
AI agent run monitoring with incident replay and SLA receipts.
56520
millsymills-com
gandi-mcp Claim
Production-grade MCP server for the Gandi v5 API, enabling domain, DNS, email, …
56521
Mhdd-24
MCP server for Notepad++ on Windows that allows opening files, checking editor …
N/A N/A
56522
garfield-bb
hap-mcp Claim
N/A N/A 95
56523
Baneado98
Enables CORS diagnostics with a free local tier and a premium server-side tier …
56524
srivinod1
An MCP server that provides AI agents with geospatial analytics by querying Ove…
56525
Jelloeater
ulanzi-mcp Claim
MCP server and CLI for controlling Ulanzi TC001 Smart Pixel Clock via AWTRIX3 H…
56526
rifujin123
drawio-mcp Claim
Enables AI assistants to generate professional UML diagrams (class, use case, a…
N/A N/A
56527
reflex-search
reflex Claim
Local full-text code search for AI coding agents. Trigram-indexed, sub-100ms qu…
N/A N/A
56528
hernaninverso
MCP server for verifying claims against evidence using natural language inferen…
56529
Plong-Wasin
outlook-mcp Claim
MCP server for sending and managing Microsoft Outlook email via the Microsoft G…
56530
zk-armor
Converts Sphinx documentation (RST) to Markdown optimized for LLMs, enabling ea…
N/A N/A
56531
Dudude-bit
Unofficial MCP server for ordering Yandex Lavka groceries: search, cart, checko…
N/A N/A
56532
stevTresCloud
Enables spawning and managing multiple Claude Code agents in parallel with mode…
N/A N/A
56533
sktime
sktime-mcp Claim
An MCP server that enables LLMs to discover, reason about, compose, and execute…
56534
pealmeida
Enables AI agents to delegate tasks, run adversarial reviews, and manage backgr…
N/A N/A
56535
fieldjoshua
Enables AI assistants to interact with the Upwork freelance marketplace, includ…
56536
dayainow
Connects users to mental health counseling centers and welfare programs based o…
56537
per-simmons
monocle Claim
Gives AI agents the ability to interact with iOS simulators through 21+ tools f…
N/A N/A
56538
andsky
Enables AI assistants to directly control the Cocos Creator game editor via MCP…
N/A N/A
56539
Asem-D
Enables AI assistants to search, query, and manage ArcGIS Portal and Online con…
56540
AiLMe-AI
MCP server for hybrid medical consultation integrating Western and Traditional …
N/A N/A
56541
MaxenceBdu
paycoreDb Claim
Custom MCP server connected to a read-only SQLite database, exposing a schema r…
N/A N/A
56542
polybeta2
A Python MCP server that loads and analyzes HAR files locally, providing struct…
N/A N/A
56543
shibingli
MCP ToolKit Claim
A comprehensive MCP tools collection providing filesystem operations, command e…
56544
sjgant80-hub
Exposes foldkit's 7-prime spine, 7 κ-bands, and 6 fold operations as MCP tools …
56545
jackyxia918918
DramaCraft Claim
Integrates with Jianying (CapCut) and Chinese LLMs to automate short drama vide…
N/A N/A
56546
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…
56547
Zfinix
gta_mcp Claim
Enables GTA Online money making with live tools for weekly bonuses, business tr…
N/A N/A
56548
miloudbelarebia
MCPSentry Claim
The MCP bridge that audits your routes before exposing them to LLMs and blocks …
56549
waszkowski
reddit-mcp Claim
Read-only MCP server for public Reddit content using TypeScript. Enables listin…
N/A N/A
56550
DataGraph Claim 1
Urban data for civic problem-solving: NYC subway, loneliness programs, violence…
N/A N/A 81
Showing 56501–56550 of 66495 servers