MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 6 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3101
xelber
New Relic MCP Server Claim 1
Enables AI agents to access New Relic logs and APM data through the NerdGraph A…
B 76 55 94 71 24 82 92
3102
proffillipesilva
Exposes a Node.js REST API for user and product management through MCP tools, a…
B 76 55 86 60 50 80 100
3103
quareth
Enables management of Cloudflare Ruleset Engine and WAF configurations through …
B 76 55 86 71 40 80 93
3104
hoyoun86
MCP Python SDK Claim
A Python implementation of the Model Context Protocol that enables applications…
B 76 55 78 66 60 81 90
3105
raykuonz
Slidev MCP Server Claim
Enables AI agents to create professional Slidev presentations and export them t…
B 76 54 78 65 N/A 38 95 97
3106
Tairon-ai
Provides a comprehensive robotics information hub with details on frameworks li…
B 76 54 80 58 N/A 47 92 97
3107
alamkanak
A FastAPI library that provides Model Context Protocol tools for endpoint intro…
B 76 55 90 38 74 82 98
3108
WangYihang
Provides stateful, interactive terminal access for LLMs to spawn and maintain p…
B 76 55 70 82 N/A 36 95 90
3109
peteretelej
md-server Claim
Converts documents, webpages, and media files into markdown for AI assistants u…
B 76 55 90 46 74 81 92
3110
Mnehmos
rpg-mcp Claim
RPG game engine that lets AI run tabletop sessions without hallucinating mechan…
B 76 55 84 58 71 81 86
3111
itsiiromiuy
Enables AI assistants to save and manage question-and-answer pairs within a str…
B 76 55 72 72 68 76 91
3112
GoogleCloudPlatform
cloud-run-mcp Claim
MCP server to deploy apps to Cloud Run
B 76 55 80 43 N/A 79 86 97
3113
ComputingVictor
MCP-BOE Claim 2
Enables LLMs like Claude to query the official Spanish BOE API for consolidated…
B 76 55 84 91 47 92 53
3114
groxaxo
ZAI MCP Server Claim
Provides web search, content extraction, and AI summarization capabilities usin…
B 76 55 94 47 50 81 100
3115
sedoglia
Enables access to FreeStyle Libre glucose data through Claude Desktop, providin…
B 76 54 65 68 N/A 48 95 99
3116
SongT-50
Korean Public Data Claim
Korean government open data - weather, population, law search via data.go.kr
B 76 66 90 66 84 45 80 82
3117
grabba-dev
Microservice Connector Protocol server that exposes Grabba API functionalities …
B 76 66 84 66 92 23 81 96
3118
GongRzhe
A Model Context Protocol server that enables AI assistants to create, read, edi…
B 76 55 63 82 74 80 83
3119
mikechao
artic-mcp Claim
A server that provides access to the Art Institute of Chicago Collection throug…
B 76 55 82 60 61 81 94
3120
bradfair
An MCP server for managing and activating persona templates and components by w…
B 76 54 75 68 N/A 43 90 100
3121
ebowwa
Xcode MCP Server Claim 2
Provides programmatic access to Xcode functionality, enabling AI assistants to …
B 76 55 94 75 N/A 46 95 57
3122
roman0211
Provides comprehensive cryptocurrency analysis using the CoinCap API, offering …
B 76 55 94 100 54 81 37
3123
elhamid
llm-council Claim
Multi-LLM deliberation with anonymized peer review. Runs a 3-stage council: par…
B 76 54 84 68 N/A 37 89 92
3124
xiaolaa2
ableton-copilot-mcp Claim 2
An MCP server built on ableton-js enables AI assistants to control Ableton Live…
B 76 55 61 82 N/A 77 87 75
3125
oculairmedia
Enables interaction with the Postiz social media management platform through MC…
B 76 55 92 65 31 81 97
3126
patrickdappollonio
Domain Tools (WHOIS + DNS)
B 76 55 70 60 73 83 100
3127
Intelligent-Internet
Exposes Gemini CLI's built-in tools and external MCP proxies through a unified …
B 76 55 84 68 48 76 98
3128
openpharma-org
Provides comprehensive access to CMS Medicare data including physician services…
B 76 55 96 100 51 81 35
3129
ParasSolanki
Jira MCP Server Claim 1
A Model Context Protocol server that provides integration with Jira, allowing L…
B 76 55 65 76 65 81 96
3130
aWiseKing
SQLite MCP Server Claim
Enables AI assistants to interact with SQLite databases by executing read and w…
B 76 54 94 50 N/A 43 90 95
3131
Arborist-ai
ClaudeHopper Claim
AI-powered MCP server that enables Claude and other LLMs to interact directly w…
B 76 54 88 58 N/A 46 90 90
3132
JochenYang
Luma MCP Claim
Multi-model vision understanding MCP server that provides unified image analysi…
B 76 54 60 65 N/A 78 92 91
3133
0xrdan
MCP RAG Server Claim
Enables AI assistants to search and retrieve information from your knowledge ba…
B 76 55 90 56 57 81 92
3134
powerstar13
A Node.js-based remote Model Context Protocol (MCP) server that runs on Azure C…
B 76 55 86 56 55 83 98
3135
Faucet94
A command-line interface server that provides unrestricted system access to Win…
B 76 54 86 66 N/A 41 95 82
3136
CleverMobi
Enables interaction with Glitchtip error tracking platform through natural lang…
B 76 55 86 61 45 81 99
3137
henryxu21
STDF MCP Server Claim
Enables LLMs to access, analyze, and extract information from STDF-V4 semicondu…
B 76 55 84 76 N/A 21 95 89
3138
landicefu
A tool that helps manage and synchronize MCP server configurations across diffe…
B 76 54 78 62 N/A 45 95 91
3139
gjeltep
app-store-connect-mcp Claim 1
Interact with Apple's App Store Connect API
B 76 54 84 60 N/A 74 75 89
3140
BPN-Solutions
VibeCheck MCP Server Claim 1
An AI-powered security audit tool that analyzes codebases for vulnerabilities u…
B 76 55 90 61 47 81 91
3141
amotivv
This MCP server provides tools for interacting with Cloudflare Browser Renderin…
B 76 55 96 53 45 80 99
3142
fringemonkey
NetBox MCP Server Claim 2
Enables interaction with NetBox infrastructure management platform to query and…
B 76 55 100 91 36 81 53
3143
betterhyq
Validates Mermaid diagram syntax and provides comprehensive grammar checking ca…
B 76 55 72 62 74 83 94
3144
Amana03
Multi-mode MCP server supporting both Claude Desktop (STDIO) and OpenAI (HTTP/S…
B 76 55 86 68 36 80 100
3145
lxman
Safari MCP Server Claim 1
Provides AI assistants with Safari browser automation and developer tools acces…
B 76 54 90 56 N/A 42 87 95
3146
flrngel
An advanced MCP server for browser automation using Puppeteer, specifically opt…
B 76 54 90 60 N/A 27 95 93
3147
gregario
3dprint-oracle Claim
3D printing filament and materials knowledge base. 6,957 filaments from Spoolma…
B 76 54 67 68 N/A 49 95 97
3148
MarcusJellinghaus
mcp-workspace Claim
Enables AI assistants to perform file system operations within a specified proj…
B 76 54 84 36 N/A 71 92 100
3149
SayreBlades
MCP Web Tools Claim
Provides local web search and content fetching capabilities for AI assistants, …
B 76 54 94 56 N/A 24 95 97
3150
guangxiangdebizi
GitHub MCP Server Claim
Enables AI assistants to analyze GitHub repository structures and read file con…
B 76 55 100 68 24 81 92
Showing 3101–3150 of 67181 servers
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