MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 2 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3601
mjbeatty89
mcp_code_executor Claim 1
B 76 54 90 56 N/A 42 88 93
3602
KevinRabun
An MCP server that provides access to FedRAMP 20x security requirements and con…
B 76 55 55 82 N/A 66 95 86
3603
199-mcp
MCP Autostarter Claim 1
An intelligent MCP server that enables seamless restarting of Claude's MCP hand…
B 76 54 90 61 N/A 23 90 100
3604
tommertron
Enables interaction with Anybox bookmark manager on macOS, allowing users to se…
B 76 54 90 67 N/A 19 90 96
3605
freema
Firefox browser automation via WebDriver BiDi for testing, scraping, and browse…
B 76 54 90 26 N/A 86 92 92
3606
SecretiveShell
MCP-searxng Claim 2
An MCP Server to connect to searXNG instances
B 76 54 79 57 N/A 45 92 100
3607
Developerayo
Concordium mcp-sever for interacting with the concordium chain
B 76 55 96 57 41 81 95
3608
rupeedev
Enables comprehensive security scanning of code repositories to detect secrets,…
B 76 54 80 62 N/A 49 92 91
3609
scenic-contrib
Scenic MCP Claim 2
A Model Context Protocol server that enables AI-driven automation and testing o…
B 76 54 75 58 N/A 54 92 99
3610
akari2600
Provides AI assistants with structured access to complete Figma developer docum…
B 76 54 82 58 N/A 37 94 100
3611
elsahafy
ux-mcp-server Claim 3
UX toolkit: 28 knowledge resources, 23 analysis tools & 4 workflow prompts for …
B 76 55 90 83 N/A 59 94 40
3612
v-3
Notion MCP Server Claim 1
Enables Language Models to interact with Notion workspaces through standardized…
B 76 55 78 71 48 81 94
3613
mcollina
An MCP server that enables AI assistants like Claude to help users manage their…
B 76 55 69 71 56 82 99
3614
jonaheaton
A Model Context Protocol desktop extension that allows Claude to query and inte…
B 76 54 84 67 N/A 24 95 97
3615
vicpeacock
Complete Google Maps integration with 8 tools including geocoding, places searc…
B 76 55 88 67 31 83 100
3616
muah1987
AGI-MCP Claim
An advanced MCP server implementing a cognitive architecture through the GOTCHA…
B 76 55 78 56 73 78 97
3617
rhnvrm
Listmonk MCP Server Claim 1
An MCP server implementation that enables AI assistants to interact with Listmo…
B 76 55 61 73 72 81 99
3618
minhoyoo-iotrust
WAIaaS Claim
Self-hosted wallet-as-a-service for AI agents. 60 tools for multi-chain crypto:…
B 76 54 90 41 N/A 86 95 70
3619
jun-omise
Enables comprehensive payment processing through Omise APIs including charges, …
B 76 55 86 62 43 81 98
3620
nyko-ai
Provides production-ready implementation patterns for features like authenticat…
B 76 55 90 62 47 81 89
3621
xiaobenyang-com
smart-search Claim 1
Smart Search MCP is an intelligent search toolkit focused on the technology fie…
B 76 64 78 66 84 45 95 81
3622
SerPepe
Ask MCP Server Claim
Provide seamless access to multiple premium AI models through OpenRouter with s…
B 76 54 100 37 N/A 42 95 94
3623
jessebautista
MCP-openproject
B 76 66 84 76 85 28 78 94
3624
damonxue
OSSInsight MCP Server Claim 1
Provides GitHub data analysis for repositories, developers, and organizations, …
B 76 55 90 100 39 81 51
3625
MaxwellCalkin
Provides access to satellite tracking data from N2YO, allowing users to query s…
B 76 55 94 100 43 81 42
3626
designly1
MCPMem Claim
Enables AI assistants to store and retrieve memories with semantic search capab…
B 76 55 94 51 44 81 100
3627
takiguchi-yu
An MCP server for Google Workspaces.
B 76 54 65 71 N/A 51 92 100
3628
xumingjun5208
Gemini MCP Server Claim
Enables multi-turn conversations with Google Gemini AI models, supporting file …
B 76 55 74 70 N/A 42 95 94
3629
jem-computer
Provides seamless integration with Capacities knowledge management system, allo…
B 76 55 72 75 47 81 100
3630
brunoqgalvao
Enables text-to-image generation, image editing, and multi-image composition us…
B 76 55 94 71 26 81 91
3631
bilhasry-deriv
Provides web accessibility analysis and color blindness simulation using axe-co…
B 76 55 84 100 N/A 42 95 42
3632
wesbos
An MCP server providing real-time currency conversion and exchange rate data th…
B 76 66 71 71 98 33 82 92
3633
Yukuiii
mysql_mcp Claim
B 76 54 90 68 N/A 29 88 89
3634
Kruglyak
Manage your Railway.app infrastructure effortlessly through natural language co…
B 76 55 78 100 N/A 53 81 57
3635 B 76 54 94 43 N/A 51 95 92
3636
eiondb
eion Claim
Shared Memory Storage for Multi-Agent Systems
B 76 54 92 43 N/A 49 95 93
3637
ariroffe72
MCP server providing Jewish prayer times (zmanim) calculations for any location…
B 76 54 72 65 N/A 49 95 93
3638
gyash1512
Research MCP Claim
Enables LLMs to search, analyze, and summarize academic research papers in real…
B 76 55 78 58 65 81 100
3639
jackyckma
Medium MCP Server Claim 1
A browser-based solution that enables programmatic interaction with Medium's co…
B 76 54 76 62 N/A 55 90 94
3640
Tommertom
awesome-ionic-mcp Claim
Your Ionic coding buddy enabled via MCP – build awesome mobile apps using React…
B 76 54 84 60 N/A 41 89 96
3641
alamkanak
A FastAPI library that provides Model Context Protocol tools for endpoint intro…
B 76 55 90 38 74 82 98
3642
peteretelej
md-server Claim
Converts documents, webpages, and media files into markdown for AI assistants u…
B 76 55 90 46 74 81 92
3643
iwanghc
Google Search Tool Claim
Enables AI assistants to perform real-time Google searches with anti-bot protec…
B 76 55 94 75 34 81 82
3644
DeniseLewis200081
Enables searching for train tickets on China's 12306 railway system, including …
B 76 55 66 100 45 81 78
3645
ideook
Revit MCP Server Claim
Allows AI assistants to interact with Autodesk Revit through the MCP protocol, …
B 76 55 66 100 N/A 38 95 70
3646
kelleyblackmore
Vault MCP Server Claim
Enables interaction with HashiCorp Vault to read, write, list, and delete secre…
B 76 55 78 67 47 81 100
3647
gurveeer
MCP Server Gemini Claim 1
A Model Context Protocol server that enables Claude Desktop and other MCP-compa…
B 76 55 81 72 46 81 92
3648
LinXueyuanStdio
Academic MCP Claim
Enables users to search, download, and read academic papers from multiple platf…
B 76 55 82 71 48 82 87
3649
bcharleson
Plays sound effects when Cursor AI completes code generation, providing audio f…
B 76 55 66 87 N/A 20 95 100
3650
shinzo-labs
Heimdall Claim
Heimdall is a lightweight service to manage local MCP Servers and can be instal…
B 76 54 100 68 N/A 44 95 58
Showing 3601–3650 of 30006 servers
« Prev 1 71 72 73 74 75 601 Next »