MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5601
PedroDnT
A Model Context Protocol server that enables Claude to perform advanced web res…
B 73 55 81 58 40 80 98
5602
jrszilard
Provides access to residential building codes (NEC, IRC, IPC), material specifi…
B 73 55 96 56 23 82 90
5603
guardd
Orcho MCP Server Claim
Provides real-time security risk assessment for AI coding prompts, analyzing po…
B 73 55 84 66 30 81 91
5604
NocturnLabs
A personal knowledge MCP server with vector database for the Opencode ecosystem…
B 73 54 70 61 N/A 35 90 100
5605
arjunkmrm
A server that allows AI assistants to perform web searches using Perplexity's s…
B 73 55 84 68 21 80 100
5606
sancovp
MCPify Claim
Provides instant access to MCP development documentation, best practices, produ…
B 73 55 84 87 N/A 24 95 58
5607
spragginsdesigns
This server allows users to perform web searches using Perplexity AI, providing…
B 73 55 78 73 24 81 94
5608
chatmcp
Query and summarize your chat messages with AI prompts.
B 73 54 96 52 N/A 26 90 86
5609
rkm097git
Enables direct creation and management of educational content on the EuConquist…
B 73 55 90 63 28 81 87
5610
avisekrath
Zulip MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to interact with Zul…
B 73 55 69 75 47 81 89
5611
xiangma9712
MySQL MCP Server Claim
Enables interaction with a MySQL database via JSON commands, supporting read-on…
B 73 55 90 48 49 74 100
5612
tuliperis
SharkMCP Claim 1
A Model Context Protocol server that provides network packet capture and analys…
B 73 54 69 62 N/A 41 95 90
5613
joadataarg
MIST.cash MCP Server Claim 1
Enables AI agents to interact with MIST.cash privacy-preserving payment protoco…
B 73 55 90 62 25 82 90
5614
keyhoffman
Diff MCP Server Claim 1
Enables Claude to compare text strings for exact equality and display detailed …
B 73 55 90 57 21 84 100
5615
FitoDomik
GitLab MCP Server Claim
Connects AI assistants to GitLab to interact with merge requests, reviews, disc…
B 73 55 86 68 21 81 93
5616
MadeByTokens
An LLM-optimized server for reverse-engineering and navigating minified JavaScr…
B 73 54 66 62 N/A 54 90 93
5617
bobbyyng
Weather MCP Server Claim
A TypeScript-based MCP server that provides simulated weather data including cu…
B 73 55 86 53 36 81 100
5618
DealExpress
mcp-server Claim 1
MCP Server for DealX platform
B 73 55 77 61 51 80 91
5619
Aler1x
Enables interaction with Monobank personal accounts through MCP tools to fetch …
B 73 55 86 70 19 81 93
5620
sac916
Enables AI assistants to automate web browsers through Playwright, providing ca…
B 73 55 96 56 19 81 97
5621
talknerdytome-labs
This MCP server searches Google's public ads database and uses AI to analyze ad…
B 73 55 72 71 37 81 94
5622
ycjcl868
A Model Context Protocol server that provides real-time CNN Fear & Greed Index …
B 73 54 67 60 N/A 48 92 96
5623
franHR11
MySQL MCP Server Claim
Enables AI models to interact with MySQL databases through standardized operati…
B 73 55 84 100 47 81 39
5624
mxiamxia
Enables AI assistants to monitor and troubleshoot AWS Application Signals servi…
B 73 55 66 82 37 81 90
5625
Muhammad-Idzhans
MCP Server Starter Claim
A starter template for building MCP servers with SQLite database integration. P…
B 73 54 66 66 N/A 31 95 97
5626
Artegy
Enables comprehensive codebase analysis using Google's Gemini AI through CLI in…
B 73 54 90 58 N/A 16 95 91
5627
ThreeFish-AI
Scrapy MCP Server Claim
A powerful web scraping MCP server built on Scrapy and FastMCP that supports mu…
B 73 55 74 58 79 81 75
5628
sh6drack
zen-mcp Claim 1
Zen Browser automation via WebDriver BiDi. 20 tools for navigation, form fillin…
B 73 54 75 58 N/A 37 89 99
5629
z9905080
MCP Server for Slack Claim 2
A Model Context Protocol server implementation that enables AI assistants to in…
B 73 55 63 66 56 80 98
5630
emzimmer
WordPress MCP Server Claim 2
Enables AI assistants to interact with WordPress sites through the WordPress RE…
B 73 55 84 67 39 76 90
5631
privsim
Facilitates unified execution and result parsing for various testing frameworks…
B 73 55 78 58 57 76 93
5632
saikiyusuke
claudecodenavi-mcp Claim 1
Claude Code knowledge platform & marketplace MCP server. Search and share snipp…
B 73 55 86 68 27 80 91
5633
nickjlucker
greynoise Claim 1
MCP server for GreyNoise API - Check if IPs are internet background noise or ta…
B 73 55 63 100 N/A 66 83 48
5634
nk900600
Gmail MCP Server Claim
Provides complete Gmail API integration for email management, including sending…
B 73 55 68 68 53 81 95
5635
zazencodes
Unit Converter MCP Claim
Provides precise conversions between different units of measurement including t…
B 73 54 60 57 N/A 58 95 98
5636
agentailor
Production-ready Next.js template for building AI agents with LangGraph.js. F…
B 73 54 72 46 N/A 59 90 96
5637
LetsCodeTheBrain
Enables Claude to interact with git repositories by providing real-time access …
B 73 54 90 48 N/A 19 95 100
5638
abhi276k
Datadog MCP Server Claim
Enables integration with Datadog APIs to monitor and retrieve information about…
B 73 55 72 72 42 81 89
5639
stephenpeters
Conclave MCP Claim
Provides access to multiple frontier LLM models (GPT, Claude, Gemini, Grok, Dee…
B 73 55 66 82 42 81 87
5640
Crypto-Goatz
rocket-plus-mcp Claim 2
56+ AI tools for CRM, content, workflows, SkillForge & marketing automation.
B 73 55 90 82 N/A 53 81 45
5641
murphy360
Integrates Google Calendar with the Model Context Protocol to manage events, se…
B 73 55 78 68 27 82 100
5642
marie6789040106650
Chrome MCP Server Claim
Transforms Chrome browser into an AI-controlled automation tool that allows AI …
B 73 54 94 33 N/A 47 95 89
5643
citronlegacy
ZeroChan MCP Claim 1
MCP server for the Zerochan anime image board API. Browse the global feed, sear…
B 73 55 73 70 45 81 90
5644
karashiiro
my-cool-proxy Claim 1
An MCP server gateway that minimizes context usage via progressive Lua-driven d…
B 73 54 75 32 N/A 77 95 94
5645
howiehuang220-star
Enables AI assistants to deploy and manage static websites directly on EdgeOne …
B 73 55 88 58 27 82 100
5646
Norcim133
MSFT-Mail+Calendar
B 73 54 90 37 N/A 45 91 97
5647
antivirusakash
Generate images using the OpenAI gpt-image-1 model seamlessly within your appli…
B 73 54 72 70 N/A 20 92 97
5648
dfkai
XTQuantAI Claim 1
An MCP server that integrates the XTQuant quantitative trading platform with AI…
B 73 54 71 68 N/A 42 95 82
5649
ssdeanx
Hi-AI Claim
AI development assistant with 36 specialized tools for memory management, code …
B 73 55 78 58 55 81 87
5650
Rickyyy1116
mcp-youtube-sheets Claim 1
Provides functionality to search YouTube videos and automatically save the resu…
B 73 55 78 67 39 81 94
Showing 5601–5650 of 67197 servers
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