MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5101
adamanz
Enables AI agents to analyze, summarize, and extract text from videos and image…
B 73 55 72 100 21 81 72
5102
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
5103
mario-andreschak
Whatsapp-Web MCP
B 73 54 60 66 N/A 50 90 98
5104
shck-dev
notion-mcp Claim
A Notion MCP server that enables searching, exporting, and importing pages as m…
B 73 54 90 40 47 81 99
5105
OrderlyNetwork
orderly-mcp Claim
MCP Server for Orderly Network - Documentation and SDK patterns
B 73 54 84 37 N/A 53 90 99
5106
lucianoayres
Provides a simple addition tool and an API key retrieval tool, serving as a boi…
B 73 54 66 58 N/A 42 95 100
5107
Phoenixrr2113
An intelligent MCP server that orchestrates multiple MCP servers with AI-enhanc…
B 73 55 90 57 34 81 94
5108
jwaresolutions
Alpaca MCP Server Claim
Provides tools for interacting with the Alpaca Trading API, enabling trading op…
B 73 55 78 61 34 82 100
5109
JoshuaRileyDev
Coolify MCP Server Claim 1
Enables management of Coolify instances to control applications, databases, and…
B 73 55 84 67 23 80 100
5110
Tiberriver256
Azure DevOps integration for repository management, work items, and pipelines.
B 73 55 74 71 87 81 52
5111
AayushBahukhandi
hackernews-mcp Claim 2
A Model Context Protocol (MCP) server that provides access to Hacker News stori…
B 73 55 78 100 25 87 58
5112
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
5113
yamalab
view-image-mcp Claim
Enables Claude Code to display images inline within supported terminals like Gh…
B 73 54 72 65 N/A 35 89 94
5114
Jacck
MCP-ORTools integrates Google's OR-Tools constraint programming solver with Lar…
B 73 54 96 51 N/A 32 80 93
5115
kohasummons
ChainGPT MCP Claim
Enables AI agents to access crypto-related information including latest news, p…
B 73 55 66 70 58 81 89
5116
kcodes0
inked Claim 1
inked
B 73 55 86 65 30 82 90
5117
sengokusal2025
Enables random number generation with statistical analysis, CSV data storage, a…
B 73 54 78 62 N/A 19 95 96
5118
calebmwelsh
A comprehensive MCP (Model Context Protocol) server for file system operations,…
B 73 54 76 57 N/A 36 95 95
5119
fzlzjerry
Tarot MCP Server Claim 1
Provides professional-grade Rider-Waite tarot readings and 11 specialized sprea…
B 73 55 72 61 47 82 100
5120
dayongd1
Enables video generation from text prompts or images using Google's Veo 3 API. …
B 73 55 72 72 43 81 93
5121
sudowealth
Schwab MCP Server Claim 1
A Model Context Protocol server that enables AI assistants like Claude to secur…
B 73 55 73 73 30 81 100
5122
sns45
better-call-claude Claim 2
Voice Calls, SMS, and WhatsApp for Claude Code with cross-channel context shari…
B 73 54 90 61 N/A 47 67 95
5123
AndreyVMarkelov
Apache JMeter sampler plugin for load testing Model Context Protocol (MCP) serv…
B 73 54 90 32 N/A 42 94 99
5124
sfz009900
A tool that allows penetration testing through Kali Linux commands executed via…
B 73 54 80 61 N/A 27 95 90
5125
keywaysh
Keyway MCP Server Claim
A GitHub-native secrets manager that allows AI assistants to securely manage, g…
B 73 55 58 75 56 82 94
5126
aditya020402
Integrates GitHub Copilot Chat with your Taskboard instance to manage workspace…
B 73 55 78 66 35 78 100
5127
SamurAIGPT
muapi-cli Claim
Official CLI for muapi.ai — generate images, videos & audio from the terminal. …
B 73 54 94 38 N/A 35 90 100
5128
lady-logic
An MCP server for evaluating C# project architecture quality using the Modulari…
B 73 54 79 58 N/A 30 95 94
5129
terhechte
A MCP server to allow the LLM in Cursor to access Rust Analyzer, Crate Docs and…
B 73 54 61 57 N/A 50 95 99
5130
plaintest
MCP Connect Claim 1
Enables AI assistants to control iOS Simulators and automate browsers by combin…
B 73 54 78 56 N/A 42 88 95
5131
mideind
Provides access to the Database of Icelandic Morphology (BÍN) to look up word i…
B 73 55 66 82 42 81 89
5132
spences10
mcp-wsl-exec Claim
A secure MCP server for Windows Subsystem for Linux environments, facilitating …
B 73 54 60 57 N/A 60 90 99
5133
kongyo2
This MCP server allows you to interact with the EVE Tycoon API to retrieve mark…
B 73 55 72 100 41 81 58
5134
williamvd4
Enables free web searching using Google search results with no API keys require…
B 73 55 94 100 21 81 47
5135
EOSC-Data-Commons
Enables natural language search and discovery of open-access scientific dataset…
B 73 55 70 66 57 80 90
5136
voxel51
Control FiftyOne datasets through AI assistants using the Model Context Protoco…
B 73 54 84 53 N/A 28 92 98
5137
abeixiaolu
YApi MCP Server Claim
Enables access to YApi interface documentation by retrieving API details throug…
B 73 55 78 68 42 81 86
5138
GlassTape
Converts natural language security requirements into validated Cerbos YAML poli…
B 73 55 84 74 N/A 53 95 49
5139
Program-Integrity-Alliance
PIA MCP Server Claim 1
Enables AI to search and retrieve detailed information from U.S. government dat…
B 73 55 75 58 55 83 91
5140
cyberpapiii
imessage-max Claim
AI-optimized MCP server for iMessage on macOS. Read, search, and send messages.
B 73 54 72 42 N/A 73 95 89
5141
PaDev1
A protocol server enabling AI agents to control astrophotography equipment thro…
B 73 54 78 63 N/A 25 95 92
5142
Twixes
MCPolice Claim
Enables AI tools to report violations of international laws to monitoring agenc…
B 73 55 86 58 32 81 95
5143
Sheshiyer
Enables creation and management of Framer plugins with web3 capabilities like w…
B 73 55 90 100 37 81 37
5144
ali-kamali
An MCP server that transforms codebases into intelligent, queryable knowledge b…
B 73 54 84 41 54 89 93
5145
lgradisar
Enables MCP clients like Claude to interact with Graphisoft Archicad through th…
B 73 54 86 40 N/A 43 95 97
5146
donway19
MCPlanManager Claim 1
An AI agent task management system that provides structure and visualization fo…
B 73 55 62 82 46 81 87
5147
crazyrabbitLTC
MCP Snapshot Server Claim 3
A Model Context Protocol server that enables interaction with Snapshot.org, pro…
B 73 55 77 63 40 82 97
5148
letsbuildagent
A custom MCP tool that integrates Perplexity AI's API with Claude Desktop, allo…
B 73 54 90 40 N/A 37 95 92
5149
lutic1
Enables Claude Desktop to generate text and analyze images using Google's Gemin…
B 73 55 78 56 42 81 100
5150
Magenta91
Enables automated dataset processing and onboarding using Google Drive integrat…
B 73 55 84 58 34 81 100
Showing 5101–5150 of 67197 servers
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