MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5001
sussa3007
MySql MCP Server Claim 1
Connect and interact with MySQL databases seamlessly. Execute SQL queries, mana…
B 74 55 84 83 48 76 71
5002
hlpsxc
Enables comprehensive video quality analysis including metadata extraction, GOP…
B 74 54 90 61 N/A 24 94 86
5003
trainual
Enables interaction with Tiptap collaborative document services through compreh…
B 74 55 72 71 46 82 95
5004
pablof7z
MCP Money Claim 1
An MCP server to provide AI agents money functionalities via Nostr and Cashu.
B 74 55 75 100 20 81 77
5005
standardbeagle
Harvest MCP Server Claim 1
A Model Context Protocol server that integrates with the Harvest API v2, enabli…
B 74 54 81 60 N/A 29 95 94
5006
SepulvedaRafael
BooksAPI-MCP Claim
A Model Context Protocol (MCP) server implementation built with Python and Fast…
B 74 54 64 65 N/A 40 95 100
5007
ALucek
quick-mcp-example Claim 1
Demonstrates an MCP server with tools, resources, and prompts for a knowledgeba…
B 74 54 90 56 N/A 27 95 90
5008
YelowFlash09
MCP Figma Claim
Enables AI assistants to read and modify Figma designs programmatically, suppor…
B 74 54 78 53 N/A 45 95 94
5009
rahulgarg123
Provides OpenSCAD rendering capabilities through a Model Context Protocol inter…
B 74 54 92 56 N/A 23 95 88
5010
Atomic-Germ
Enables consulting with local Ollama models for reasoning from alternative view…
B 74 55 84 82 71 81 44
5011
lu-zhengda
Sandboxed Python execution with automatic dependency management. Executes Pytho…
B 74 54 84 32 N/A 71 90 95
5012
IntelagentStudios
A Model Context Protocol server template designed for building custom servers u…
B 74 54 75 45 N/A 53 95 100
5013
thechandanbhagat
Generates professional Draw.io compatible diagrams (flowcharts, sequence diagra…
B 74 54 78 52 N/A 70 92 76
5014
liratanak
Enables AI assistants to interact with OpenProject's API v3 for comprehensive p…
B 74 55 72 71 45 81 97
5015
dindicoelho
Enables intelligent RSS feed management and analysis through Inoreader integrat…
B 74 55 86 61 34 81 99
5016
nacal
Allows AI assistants to connect to and control Minecraft players on remote serv…
B 74 55 60 72 73 80 91
5017
NightTrek
Terminally MCP Claim 1
An MCP server that gives AI assistants the ability to create, manage, and contr…
B 74 54 81 61 N/A 25 95 95
5018
MikeyBeez
Provides tools for making small, targeted edits to files using stream editors l…
B 74 54 90 51 N/A 28 95 91
5019
GreatAuk
MCP Server Starter Claim 1
A TypeScript-based template for building Model Context Protocol servers, featur…
B 74 54 90 65 N/A 38 90 75
5020
suhail-ak-2
Typesense MCP Server Claim 1
An MCP server implementation that enables AI models to discover, search, and an…
B 74 55 69 68 52 80 96
5021
adamryczkowski
Imagen MCP Server Claim
Enables image generation using Google's Imagen and other AI models through Nexo…
B 74 55 80 72 31 80 96
5022
gigamori
An MCP server that executes SQL via ConnectorX and streams the result to a CSV …
B 74 55 79 68 47 81 86
5023
twolven
CodeSavant Claim
Provides code manipulation, execution, and version control capabilities. It all…
B 74 54 80 60 N/A 36 84 100
5024
caleb-conner
Enables AI assistants to access the Open Food Facts database to query detailed …
B 74 55 78 61 43 81 100
5025
femto
Chrome MCP Server Claim
Enables AI assistants to control and automate your Chrome browser directly, lev…
B 74 54 78 41 N/A 71 95 89
5026
ctaylor86
Rendi MCP Server Claim
Enables cloud-based FFmpeg video and audio processing through the Rendi API, al…
B 74 55 78 72 37 81 94
5027
SiddarthaKoppaka
Aggregates and searches used car listings from multiple sources (Cars.com, Auto…
B 74 55 94 83 44 81 53
5028
BurtTheCoder
shodan Claim 1
MCP server for Shodan API — device search, IP lookup, DNS, and CVE/CPE queries.
B 74 54 73 57 N/A 63 83 93
5029
ai-mcpx
A simple MCP server that generates multi-language greetings and provides server…
B 74 55 68 67 57 83 93
5030
creatrcollective
Connects Claude to Zoho CRM with read-only access, enabling natural language qu…
B 74 55 66 82 N/A 24 95 89
5031
zongmin-yu
Semantic Scholar API, providing comprehensive access to academic paper data, au…
B 74 55 70 71 54 83 91
5032
zereight
Sentry MCP Server Claim
Enables interaction with Sentry's error tracking platform to fetch and manage i…
B 74 55 84 75 24 81 90
5033
bunnyf
kicad-mcp-server Claim 1
MCP server for AI-assisted PCB design with KiCad 9.x
B 74 54 71 58 N/A 59 95 88
5034
seanivore
Markdown To PDF Conversion MCP
B 74 54 86 58 N/A 32 90 94
5035
oleander
A Model Context Protocol server that allows large language models to control an…
B 74 55 71 70 49 81 97
5036
kmexnx
An MCP server that converts Excel and Apple Numbers files to PDF format, enabli…
B 74 55 69 100 N/A 51 92 47
5037
sinco-lab
Retrieve transcripts and subtitles from YouTube videos effortlessly. Analyze co…
B 74 55 45 100 N/A 49 81 91
5038
muleiwu
Enables AI assistants to create, manage, and analyze short URLs through complet…
B 74 55 78 65 49 81 93
5039
anu-june
Confluence MCP Server Claim 1
Enables AI assistants to interact with Atlassian Confluence Cloud by providing …
B 74 55 78 65 42 78 100
5040
dragonkhoi
Talk to your Mixpanel analytics events data seamlessly! Query retention number,…
B 74 55 90 70 N/A 44 71 85
5041
bxzymy
MCP Recommender Claim
Provides intelligent recommendations for MCP servers based on development needs…
B 74 55 66 82 36 81 95
5042
abhi12299
Provides tools for date-time manipulation, including timezone conversion and ar…
B 74 55 60 100 30 83 87
5043
suvarchal
Docker MCP Server Claim
Allows Claude and other AI assistants to interact with Docker through the MCP p…
B 74 54 78 70 N/A 18 95 94
5044
urfanazad
Enables ChatGPT and Claude Desktop to post text content directly to your Linked…
B 74 54 74 68 N/A 27 95 97
5045
Augmented-Nature
A comprehensive Model Context Protocol (MCP) server that provides access to the…
B 74 55 94 60 31 83 91
5046
meshpop
vault Claim
Secret and credential management MCP — securely store, retrieve, manage API key…
B 74 54 94 41 N/A 47 90 93
5047
Augmented-Nature
Reactome MCP Server Claim 1
Model Context Protocol server for accessing Reactome pathway and systems biolog…
B 74 55 88 61 34 82 94
5048
barvhaim
Provides programmatic access to Israeli Land Authority (רמ״י) public tender dat…
B 74 55 88 82 52 81 53
5049
HitmanLy007
Gmail MCP Claim
Enables comprehensive Gmail management through the Gmail API, including sending…
B 74 55 68 67 53 81 98
5050
paybyrd
claude-mcp-server Claim 1
A Model Context Protocol server that enables Claude AI to interact with Paybyrd…
B 74 55 79 70 37 80 97
Showing 5001–5050 of 67197 servers
« Prev 1 99 100 101 102 103 1344 Next »