MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 5 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4751
JoodasCode
SlopWatch MCP Server Claim 1
An AI accountability system that tracks what AI systems claim they will impleme…
B 74 55 84 100 N/A 28 95 41
4752
neverinfamous
mysql-mcp Claim
Enterprise-grade MySQL MCP Server with OAuth 2.0, 106 tools, and Docker deploym…
B 74 54 94 26 N/A 83 95 73
4753
kritsanan1
suno-mcp Claim 1
B 74 54 60 68 N/A 57 89 95
4754
Appmixer-ai
Appmixer MCP Claim
Enables LLMs to automate workflows and interact with SaaS products and APIs thr…
B 74 55 84 62 43 81 94
4755
adarc8
skills-master-mcp Claim
Connects AI coding agents to the SkillsMP marketplace, allowing users to search…
B 74 55 88 61 39 76 94
4756
sandraschi
Enables comprehensive automation and control of Notepad++ on Windows, including…
B 74 54 88 26 N/A 64 95 95
4757
Jacob-Stokes
jhabit-mcp Claim
A standalone MCP server for managing habits and quit trackers through a jhabit …
B 74 54 72 66 N/A 35 92 99
4758
manimohans
Provides tools to fetch and search news from The Verge's RSS feed, allowing use…
B 74 55 70 65 52 80 99
4759
WAI-Soft
Enables seamless task synchronization between Kiro IDE and the Cirvoy project m…
B 74 54 72 68 37 89 98
4760
faisalhakim47
Enables AI agents to monitor and read Android notifications in real-time via Te…
B 74 55 72 100 N/A 31 82 71
4761
maxkulish
GitLab MCP Server Claim 1
Enables project management and repository operations on GitLab through the GitL…
B 74 55 80 68 40 78 94
4762
cool-man-vk
The Google Meet MCP Server enables AI agents to create, manage, and retrieve Go…
B 74 55 84 70 21 81 99
4763
creatrcollective
Connects Claude to Zoho CRM with read-only access, enabling natural language qu…
B 74 55 66 82 N/A 24 95 89
4764
Valerio357
binance-mcp Claim
Server Binance
B 74 55 66 75 43 80 100
4765
dabhivijay2478
Provides access to Better Auth framework documentation, authentication provider…
B 74 55 78 91 23 81 82
4766
jphdevsf
lilFetch Claim
Scrapes webpages and converts them to clean Markdown using browser automation, …
B 74 54 90 56 N/A 25 95 92
4767
nanyang12138
Enables real-time tracking of AI/LLM research progress by searching and aggrega…
B 74 55 82 91 39 81 61
4768
MyLightIsOn
Enables task management through natural language with full CRUD operations incl…
B 74 54 78 60 N/A 29 95 100
4769
hlee
FeedMob MCP Server Claim 1
Enables AI assistants to access the FeedMob Assistant Internal API for managing…
B 74 55 66 100 32 78 80
4770
sussa3007
MySql MCP Server Claim 1
Connect and interact with MySQL databases seamlessly. Execute SQL queries, mana…
B 74 55 84 83 48 76 71
4771
trainual
Enables interaction with Tiptap collaborative document services through compreh…
B 74 55 72 71 46 82 95
4772
matty-v
Enables searching, retrieving, and managing files in Google Drive using a servi…
B 74 55 78 68 35 81 100
4773
GreatAuk
MCP Server Starter Claim 1
A TypeScript-based template for building Model Context Protocol servers, featur…
B 74 54 90 65 N/A 38 90 75
4774
lukasmki
Enables AI agents to search the Chemspace API for synthesizable building blocks…
B 74 55 76 65 47 81 95
4775
rohitg00
kubectl-mcp-server Claim
A Model Context Protocol (MCP) server for Kubernetes that enables AI assistants…
B 74 55 72 60 74 85 83
4776
amxkifir
Enables browsing, searching, and downloading Pixiv content including illustrati…
B 74 55 80 72 42 82 85
4777
intsig-textin
A server that enables OCR capabilities to recognize text from images, PDFs, and…
B 74 55 78 72 45 81 89
4778
pyang2045
Enables AI assistants to send push notifications to mobile devices via Pushover…
B 74 55 90 100 42 81 39
4779
zahidhasanaunto
mcp-nestjs Claim
A NestJS module for building Model Context Protocol (MCP) servers using decorat…
B 74 55 78 67 35 82 100
4780
TimKJones
Webflow MCP Server Claim
Enables Claude to interact with Webflow's APIs, allowing access to site informa…
B 74 55 78 67 37 81 100
4781
norbinsh
Provides Trivy security scanning capabilities through a standardized interface,…
B 74 54 90 53 N/A 31 87 95
4782
sdd330
An MCP-based service that enables AI models to seamlessly interact with Feishu …
B 74 55 68 67 56 80 98
4783
Augmented-Nature
STRING-db MCP Server Claim 2
A comprehensive Model Context Protocol (MCP) server for accessing the STRING pr…
B 74 55 94 100 31 81 42
4784
wilson-romero
Integrates with Google Tasks to enable searching, listing, creating, and managi…
B 74 55 78 66 44 80 98
4785
yenyifu
Enables AI assistants to check domain name availability for single or multiple …
B 74 55 78 100 42 83 55
4786
dwisiswant0
Delve MCP Claim 1
A TypeScript-based MCP server providing a complete interface to the Delve debug…
B 74 55 86 53 59 76 95
4787
shawndrake2
Provides access to U.S. labor market data including employment statistics, Cons…
B 74 55 90 65 27 82 93
4788
PhiloSolares
A server that enables AI assistants like Claude to interact with Roam Research …
B 74 55 94 48 45 80 96
4789
akshat12000
A beginner-friendly MCP server that enables AI to explore file systems through …
B 74 55 84 100 N/A 26 95 42
4790
hlpsxc
Enables comprehensive video quality analysis including metadata extraction, GOP…
B 74 54 90 61 N/A 24 94 86
4791
Nam088
A plugin-based MCP server that enables interaction with multiple databases (MyS…
B 74 55 78 62 51 81 92
4792
shashwatgtm
8 content tools: Case Studies, Newsletters, Webinars, Repurposing, Thought Lead…
B 74 55 84 91 N/A 45 95 41
4793
pablof7z
MCP Money Claim 1
An MCP server to provide AI agents money functionalities via Nostr and Cashu.
B 74 55 75 100 20 81 77
4794
v-3
Discord MCP Server Claim 1
Enables LLMs to interact with Discord channels by sending and reading messages …
B 74 55 86 73 25 81 90
4795
clikvn
Provides read and write access to Airtable databases, enabling LLMs to inspect …
B 74 55 72 71 50 81 93
4796
thechandanbhagat
Generates professional Draw.io compatible diagrams (flowcharts, sequence diagra…
B 74 54 78 52 N/A 70 92 76
4797
Toronto-inc
Toronto MCP Server Claim 1
An MCP server that provides tools for intelligently querying, analyzing, and re…
B 74 66 53 86 98 29 82 84
4798
robotmcp
ros-mcp-server Claim
Connect AI models like Claude & ChatGPT with ROS robots using MCP
B 74 54 84 20 N/A 85 92 99
4799
meshpop
vssh Claim
SSH tunnel and remote server management MCP — execute commands, transfer files,…
B 74 54 86 36 N/A 64 84 100
4800
kbyk004-diy
A server that analyzes website performance using Playwright and Lighthouse, all…
B 74 54 76 61 N/A 40 90 94
Showing 4751–4800 of 30006 servers
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