MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 1 day ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2951
bsmi021
Chain of Draft Server is a powerful AI-driven tool that helps developers make b…
B 77 54 84 60 N/A 52 92 90
2952
seonglae
MCP Server Claim 1
This TypeScript-based MCP server allows users to manage a simple notes system t…
B 77 54 94 55 29 92 100
2953
twolven
Provides comprehensive stock screening capabilities through Yahoo Finance. Enab…
B 77 54 90 65 N/A 42 90 90
2954
janreges
Extracts essential code structure from large codebases into AI-digestible forma…
B 77 54 84 52 N/A 70 89 90
2955
nghizas
grounded-mcp Claim
Provides real-time data for package versions, download counts, and cloud servic…
B 77 55 66 82 45 95 92
2956
nfishel48
Conduit Claim
A bridge that exposes any GraphQL API as tools consumable by Large Language Mod…
B 77 55 90 68 46 81 91
2957
luancamara
MCP Firebird Claim
Enables Large Language Models like Claude to access, query, analyze, and manage…
B 77 55 96 52 62 82 89
2958
ReAPI-com
mcp-openapi Claim
MCP server that lets LLMs know everything about your OpenAPI specifications to …
B 77 54 80 62 N/A 52 89 100
2959
zibdie
SSH MCP Server Claim 1
Enables AI assistants to securely connect to and manage remote servers via SSH,…
B 77 55 90 63 61 76 93
2960
Infisical
Infisical MCP Server Claim 1
A Model Context Protocol server that enables interaction with Infisical APIs fo…
B 77 55 71 70 66 81 99
2961
bobvasic
Enables Claude to consult GLM-4.6's architectural intelligence for system desig…
B 77 55 84 65 61 81 90
2962
NovaAI-innovation
CSV MCP Server Claim
Enables comprehensive CSV file management including creating, editing, analyzin…
B 77 55 78 82 N/A 28 95 90
2963
bonetrees
Shodan MCP Server Claim
Provides Claude with access to Shodan for IP address lookups, service discovery…
B 77 55 86 72 39 81 96
2964
florianwittkamp
Enables interaction with Bring! shopping lists through natural language, allowi…
B 77 55 62 72 76 80 98
2965
surisagar900
Figma to React MCP Claim
Automates the conversion of Figma designs into TypeScript React components and …
B 77 55 72 73 66 81 91
2966
Bigsy
Clojars-MCP-Server Claim 1
Clojars MCP Server for upto date dependency information of Clojure libraries
B 77 55 90 61 41 82 100
2967
fliptheweb
yazio-mcp Claim 1
MCP server for accessing Yazio user & nutrition data (unofficial)
B 77 54 63 71 N/A 72 83 99
2968
mamertofabian
mcp-everything-search Claim 1
Fast Windows file search using Everything SDK
B 77 54 84 58 N/A 63 90 88
2969
GongRzhe
Server for Google Calendar integration in Cluade Desktop with auto authenticati…
B 77 55 82 73 42 80 98
2970
StripFeed
mcp-server Claim
Convert any URL to clean, token-efficient Markdown for AI agents. API-backed ex…
B 77 55 72 68 75 80 94
2971
mortenator
charta Claim 1
Generate beautiful, presentation-ready charts (SVG + PNG). Supports 14+ chart t…
B 77 54 94 60 N/A 32 92 94
2972
vltansky
Explain Changes Claim
Enables AI to perform peer review of its own code changes by displaying annotat…
B 77 54 78 60 N/A 59 95 90
2973
desk3
Desk3 MCP Server Claim
Cryptocurrency MCP Server! Free! This powerful tool is designed for blockchain …
B 77 55 96 66 46 71 99
2974
noah-ing
Agent Wallet MCP Claim
Gives Claude a Solana wallet to send USDC, check balances, and manage blockchai…
B 77 54 94 55 N/A 27 95 99
2975
florinel-chis
Provides offline search and retrieval of Magento 2 GraphQL API documentation wi…
B 77 54 88 61 N/A 32 94 96
2976
SongT-50
Korean News Hub Claim
Korean news aggregator - Naver, Google News, Daum trends in real-time
B 77 66 90 66 72 47 81 96
2977
collapseindex
ci1t-mcp Claim 1
CI-1T prediction stability engine. Detect ghosts, evaluate drift, monitor fleet…
B 77 55 60 100 N/A 48 83 87
2978
bobvasic
Gemini MCP Server Claim
Integrates Google Gemini AI into Warp terminal workflows through three focused …
B 77 54 90 55 N/A 46 95 90
2979
wshobson
maverick-mcp Claim
MaverickMCP - Personal Stock Analysis MCP Server
B 77 55 86 61 N/A 73 81 82
2980
o0x1024
Enables LLMs to perform browser automation tasks including web scraping, taking…
B 77 54 78 58 N/A 62 92 94
2981
ktanaka101
mcp-server-duckdb Claim
DuckDB database integration with schema inspection and query capabilities
B 77 54 96 30 N/A 69 90 100
2982
Abinesh0206
Enables comprehensive Kubernetes cluster management through kubectl operations,…
B 77 54 84 58 N/A 58 95 86
2983
oborchers
mcp-server-docy Claim
mcp-server-docy
B 77 55 82 58 63 80 100
2984
romcdonald9976
AI fantasy sports & entertainment intelligence. 75 tools across 10 sports + TV/…
B 77 66 72 80 95 31 81 88
2985
yryuu
Enables comprehensive local file system operations including searching and read…
B 77 54 90 61 N/A 30 92 99
2986
mgsrevolver
ConsoleSpy Claim 1
A tool that captures browser console logs and makes them available in Cursor ID…
B 77 54 90 58 N/A 37 89 100
2987
advenimus
Provide seamless access to JW.org content including NWT Bible Content (verses, …
B 77 55 92 71 N/A 34 82 93
2988
entira
ArchiMate MCP Server Claim 1
Enables generation of PlantUML ArchiMate enterprise architecture diagrams with …
B 77 55 86 87 59 84 59
2989
Hoya25
nctr-mcp-server Claim
NCTR Alliance rewards — search bounties, check earning rates, and discover comm…
B 77 66 84 61 89 47 81 90
2990
orzcls
A Windows-compatible Model Context Protocol server that enables AI assistants t…
B 77 55 90 100 N/A 48 95 36
2991
bulatko
vk Claim 1
MCP server for VK (VKontakte) API: users, walls, groups, friends, newsfeed, pho…
B 77 54 75 65 N/A 72 83 89
2992
shaharia-lab
mcp-tools Claim
Tools for MCP (Model Context Protocol) written in Go
B 77 54 84 55 N/A 59 95 90
2993
TimHolden
Figma MCP Server Claim 2
Enables seamless interaction with Figma via the Model Context Protocol, allowin…
B 77 55 96 71 32 80 91
2994
iamvillain
A unified development tool for RedM that provides access to RDR3 discoveries, f…
B 77 54 90 61 N/A 24 95 100
2995
alpadalar
netops-mcp Claim
Comprehensive DevOps and networking MCP server providing standardized access to…
B 77 54 70 70 N/A 59 92 93
2996
Jacck
mcp-reasoner Claim 1
A systematic reasoning MCP server implementation for Claude Desktop with beam s…
B 77 55 100 100 45 80 39
2997
mrelph
Connects Claude to TeamSnap accounts to access teams, rosters, events, and avai…
B 77 55 94 68 30 81 99
2998
driosalido
Karma MCP Server Claim
Enables Claude to interact with Karma Alert dashboard to monitor and analyze Ku…
B 77 55 84 58 57 82 99
2999
cloudflare
A server that leverages Playwright for automated browser testing and integrates…
B 77 55 78 52 78 81 99
3000
qpd-v
File Deletion Claim 1
A Model Context Protocol (MCP) server that provides file deletion capabilities,…
B 77 55 90 100 N/A 37 95 46
Showing 2951–3000 of 30006 servers
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