MCP Server Quality Scores

Independent quality analysis of 59221 public MCP servers

59221
Discovered
29896
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3951
vltansky
A TypeScript template for building Model Context Protocol servers with example …
B 75 54 78 60 N/A 42 95 93
3952
nntkio
UniFi MCP Server Claim
Enables AI assistants to interact with Ubiquiti UniFi network infrastructure fo…
B 75 55 78 61 50 81 100
3953
executeautomation
playwright-mcp-server Claim 3
An MCP server using Playwright for browser automation and webscrapping
B 75 55 75 83 N/A 70 100 42
3954
kapilduraphe
Webflow MCP Server Claim 1
Enables Claude to interact with Webflow's APIs for managing sites, retrieving i…
B 75 55 78 68 40 82 100
3955
dennisonbertram
Enables management of decentralized organizational roles and permissions throug…
B 75 55 96 60 30 78 95
3956
Ahrentlov
Provides comprehensive access to Apple's development documentation ecosystem in…
B 75 54 84 43 N/A 62 90 94
3957
shaharia-lab
mcp-kit Claim
MCP (Model Context Protocol) Kit for Go - A Complete MCP solutions for ready to…
B 75 54 84 43 N/A 71 95 83
3958
renjismzy
Enables comprehensive code analysis including quality assessment, security vuln…
B 75 54 78 63 N/A 49 95 83
3959
LionSR
MCP Apple Mail Claim 1
Enables integration with Apple Mail on macOS using JavaScript for Automation (J…
B 75 54 78 70 N/A 23 92 100
3960
andrewhopper
ITMCP Claim 1
Secure network administration MCP server that enables AI assistants to safely e…
B 75 55 90 61 42 76 99
3961
tao12345666333
Civo MCP Server Claim 1
An MCP server implementation that integrates with the Civo cloud platform API, …
B 75 55 69 61 73 81 95
3962
aybelatchane
Terminal MCP Server Claim 2
MCP server for AI agents to interact with terminal applications. Think Playwrig…
B 75 55 51 100 N/A 83 95 48
3963
BasisSetVentures
Provides seamless access to Grok AI models through the Model Context Protocol b…
B 75 55 72 82 N/A 50 95 69
3964
patrice-truong
Node.js server that connects to Azure Cosmos DB NoSQL database, allowing users …
B 75 55 92 66 38 76 89
3965
solanaprox
solanaprox-mcp Claim 1
Description: Pay-per-request access to Claude and GPT models via Solana USDC us…
B 75 55 86 65 32 80 99
3966
metcalfc
Atrax Claim
Proxy that aggregates multiple MCP servers and presents them as a unified inter…
B 75 55 96 55 37 78 97
3967
420247jake
Session Forge Claim
Persistent memory and session intelligence for AI coding assistants. Zero confi…
B 75 54 78 55 N/A 50 95 93
3968
dbsectrainer
Step-by-step observability for MCP agent workflows
B 75 44 58 N/A N/A 62 83 98
3969
divyeshradadiya
Serpex MCP Claim
Enables multi-engine web search capabilities across Google, Bing, DuckDuckGo, B…
B 75 55 78 68 49 81 96
3970
RadiumGu
GCP MCP Claim
Enables AI assistants to interact with Google Cloud Platform resources through …
B 75 55 78 71 41 81 94
3971
dumyCq
Time MCP Server Claim 1
Provides time and timezone functionality for LLMs, enabling them to get current…
B 75 54 78 68 N/A 23 94 97
3972
liadgez
CodeBase Optimizer Claim
Provides comprehensive codebase analysis including project structure evaluation…
B 75 54 90 51 N/A 36 90 97
3973
scorzeth
Anki MCP Server Claim 1
A server implementation that connects to a locally running Anki, enabling card …
B 75 55 80 82 N/A 42 95 65
3974
perminder-klair
Thoth MCP Server Claim 1
Model Context Protocol (MCP) server for Thoth content creation platform. Enable…
B 75 54 69 75 28 95 96
3975
aircodelabs
The ultimate AI-powered generator for llms.txt and llms-full.txt files.
B 75 54 84 46 N/A 56 95 89
3976
madhan-g-p
DevDocs-MCP Claim
DevDocs-MCP is a MCP server that provides version-pinned, deterministic documen…
B 75 54 72 66 N/A 44 92 98
3977
shjanjua
PPTX MCP Server Claim 2
Enables AI assistants to create, edit, and manipulate PowerPoint presentations …
B 75 55 78 91 N/A 21 87 84
3978
strowk
mcp-k8s-go Claim
Kubernetes cluster operations through MCP
B 75 55 66 56 89 80 92
3979
weinerac
Enables AI assistants to search for Quest Apartment Hotels across Australia by …
B 75 55 78 70 35 83 98
3980
milos-product-maker
Gives AI agents self-awareness about their cognitive state. Monitors token util…
B 75 54 66 61 N/A 56 92 98
3981
daveremy
Apple Health MCP Claim 1
Enables users to query Apple Health metrics, workouts, and trends from CSV file…
B 75 55 78 100 N/A 51 95 36
3982
gyoridavid
short-video-maker Claim
Creates short videos for TikTok, Instagram Reels, and YouTube Shorts using the …
B 75 55 76 70 N/A 58 82 84
3983
BAS-More
total-recall Claim
Persistent, verified, cross-session memory for AI agents. 26 tools. SQLite + sy…
B 75 44 53 N/A N/A 59 95 96
3984
oghenetejiriorukpegmail
GitHub MCP Server Claim
Provides tools for interacting with GitHub's API through the MCP protocol, allo…
B 75 55 90 70 21 81 100
3985
jmonsellier
Gmail MCP Server Claim 1
Integrates with Gmail to enable sending, reading, drafting, and managing emails…
B 75 54 78 67 N/A 38 95 88
3986
dev-brewery
Centrally manages Claude agent definitions, configurations, and custom commands…
B 75 55 94 58 27 81 99
3987
Salen-Project
ticktick-mcp Claim 1
[TickTick](https://ticktick.com/) MCP server using the official OAuth 2.0 API. …
B 75 55 61 75 63 78 100
3988
Gorav22
TerminusAI Claim
Execute terminal commands locally or remotely via SSH with session persistence …
B 75 54 94 53 N/A 48 84 90
3989
antoniolg
Enables image generation and editing using Google Gemini AI with support for mu…
B 75 55 90 71 26 81 91
3990
dbarks
GAM MCP Server Claim 1
Enables Google Workspace administration through the GAM CLI, allowing Claude to…
B 75 54 78 72 N/A 25 90 97
3991
dev-mirzabicer
ticktick-sdk Claim 1
Comprehensive async Python SDK for [TickTick](https://ticktick.com/) with MCP s…
B 75 55 90 46 69 82 85
3992
Vvkmnn
claude-vigil-mcp Claim
An MCP server for creating named checkpoints and snapshots of projects, with se…
B 75 54 72 61 N/A 54 94 89
3993
jacobe603
quoteBuilderMCP Claim
Enables the generation of branded SVL equipment quote documents in .docx format…
B 75 55 72 82 N/A 27 95 88
3994
HayoDev
Safari DevTools MCP Claim 2
MCP server for Safari DevTools — browser debugging and automation for AI coding…
B 75 44 57 N/A N/A 79 95 75
3995
PancrePal-xiaoyibao
Integrates with Get Notes API to search and retrieve knowledge from configured …
B 75 55 86 67 31 81 96
3996
priyankark
lighthouse-mcp Claim 2
MCP server for Google Lighthouse performance metrics
B 75 55 75 100 N/A 60 90 39
3997
danielkristofik
An MCP server that enables interaction with Interactive Brokers TWS/Gateway via…
B 75 54 73 62 N/A 43 95 94
3998
qingmu0v0
mysql_mcp Claim
B 75 54 90 68 N/A 29 87 88
3999
Touchpoint-Labs
Touchpoint Claim
Give your AI agent eyes and hands on any desktop — cross-platform accessibility…
B 75 44 57 N/A N/A 49 95 98
4000
guangxiangdebizi
Fetches YouTube video subtitles and transcripts with support for multiple langu…
B 75 55 90 100 41 81 45
Showing 3951–4000 of 59221 servers
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