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
3701
nyko-ai
Provides production-ready implementation patterns for features like authenticat…
B 76 55 90 62 47 81 89
3702
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
3703
GoogleCloudPlatform
cloud-run-mcp Claim
MCP server to deploy apps to Cloud Run
B 76 55 80 43 N/A 79 86 97
3704
bilhasry-deriv
Provides web accessibility analysis and color blindness simulation using axe-co…
B 76 55 84 100 N/A 42 95 42
3705
wesbos
An MCP server providing real-time currency conversion and exchange rate data th…
B 76 66 71 71 98 33 82 92
3706
ariroffe72
MCP server providing Jewish prayer times (zmanim) calculations for any location…
B 76 54 72 65 N/A 49 95 93
3707
trsdn
MarkItDown MCP Server Claim 1
A Model Context Protocol server that converts over 29 file formats, including P…
B 76 55 81 45 80 81 95
3708
gitmotion
ntfy-me-mcp Claim
An ntfy MCP server for sending/fetching ntfy notifications to your self-hosted …
B 76 55 72 71 67 81 89
3709
Kapeli
dash-mcp-server Claim
MCP server for Dash, the macOS API documentation browser. Search 200+ docsets.
B 76 54 66 65 N/A 54 95 96
3710
jaggederest
Reviewer MCP Claim
An MCP service that provides AI-powered development workflow tools including sp…
B 76 55 90 65 46 81 87
3711
bcharleson
Plays sound effects when Cursor AI completes code generation, providing audio f…
B 76 55 66 87 N/A 20 95 100
3712
xARSENICx
A beginner-friendly MCP server demonstrating core concepts with calculator oper…
B 76 55 84 100 N/A 24 95 55
3713
aiurda
cursor10x-mcp Claim 1
The Cursor10x MCP is a persistent multi-dimensional memory system for Cursor th…
B 76 55 96 100 N/A 46 81 41
3714
WaltXin
Provides tools to fetch and analyze credit card data with filtering options for…
B 76 66 72 86 96 30 81 79
3715
xzq-xu
jvm-mcp-server Claim
An implementation project of a JVM-based MCP (Model Context Protocol) server.
B 76 54 90 51 N/A 56 87 90
3716
huegli
Capture Win MCP Claim 1
Enables AI assistants to interact with macOS windows through yabai, providing w…
B 76 55 78 100 N/A 42 95 51
3717
SeeYangZhi
Lucide Icons MCP Claim
lucide-icons-mcp
B 76 55 72 62 72 81 94
3718
JustinBeckwith
pylon-mcp Claim 1
MCP server for Pylon customer support platform
B 76 54 53 67 N/A 78 95 92
3719
kimdonghwi94
Web-Analyzer-MCP Claim
Extracts clean web content for RAG and provides Q&A about web pages.
B 76 55 66 82 N/A 39 91 93
3720
Tairon-ai
Provides a comprehensive robotics information hub with details on frameworks li…
B 76 54 80 58 N/A 47 92 97
3721
vancealexander
Enables users to create, edit, and manage PowerPoint presentations across Windo…
B 76 55 66 82 49 81 100
3722
mimen
Provides read-only access to local Beeper message history on macOS, enabling us…
B 76 54 94 58 N/A 16 95 100
3723
gourav221b
A TypeScript server that analyzes GitHub Pull Requests using the Model-Controll…
B 76 54 72 67 N/A 48 92 94
3724
Vergil333
Enables AI assistants to search and browse Jira Service Management Assets data …
B 76 55 94 73 21 81 92
3725
Dc39313n
A basic example MCP server running as a serverless function on Netlify using Ex…
B 76 66 78 75 85 29 82 96
3726
skills-mcp
Skills MCP Claim
Transform any AI agent into a domain expert by giving it access to modular, reu…
B 76 54 84 57 N/A 34 95 100
3727
wolfyy970
Enables LLMs to autonomously retrieve and explore web content by fetching pages…
B 76 55 90 65 43 80 94
3728
quartz-labs-dev
Pabal MCP Claim
Manages App Store Connect and Google Play Console metadata, releases, and ASO w…
B 76 54 94 53 N/A 32 95 95
3729
shinpr
mcp-image Claim
AI image generation and editing with prompt optimization and quality presets. P…
B 76 55 96 75 N/A 75 83 41
3730
TheJeetSingh
Fun MCP Server Claim
A server that integrates with Claude Desktop to provide entertaining and helpfu…
B 76 54 92 60 N/A 21 95 98
3731
LAMENTIS1
Converts Markdown documents to PDF files with support for syntax highlighting, …
B 76 54 78 65 N/A 47 92 92
3732
maverickg59
SushiMCP Claim 1
sushimcp
B 76 55 84 100 47 81 53
3733
michaelneale
Goose App Maker MCP Claim 1
This MCP server allows users to create, manage, and serve web applications thro…
B 76 55 72 82 N/A 19 95 97
3734
michsob
PowerPlatform MCP Claim
A Model Context Protocol (MCP) server that provides intelligent access to Power…
B 76 55 80 68 55 82 92
3735
Vasanthadithya-mundrathi
Provides access to 20+ Kali Linux penetration testing tools through isolated Do…
B 76 55 94 100 N/A 26 95 41
3736
jonnyblankinship
Hue BLE MCP Claim
Control Philips Hue lights via Bluetooth LE — no bridge required.
B 76 44 60 N/A N/A 47 95 97
3737
goldbergyoni
test-coverage-mcp Claim 1
Analyze test coverage from LCOV files - makes AI agents coverage-aware without …
B 76 55 78 100 N/A 45 92 51
3738
florianbuetow
IMAP Mini MCP Claim
A lightweight MCP server for interacting with IMAP email accounts to read messa…
B 76 55 90 62 39 82 97
3739
Cyreslab-AI
Enables querying the BuiltWith API to discover and analyze website technology s…
B 76 55 84 68 36 81 100
3740
jaw9c
registry-mcp Claim 1
An MCP server that serves informtaion from the official MCP registry
B 75 66 63 86 96 21 81 90
3741
kdqed
zaturn Claim
Link multiple data sources (SQL, CSV, Parquet, etc.) and ask AI to analyze the …
B 75 54 64 65 N/A 54 90 100
3742
JMitac
MCP Security Scanner Claim 1
Enables comprehensive security scanning of code projects, detecting vulnerabili…
B 75 55 84 100 N/A 26 95 50
3743
keli-wen
mcp_chatbot Claim
A chatbot implementation compatible with MCP (terminal / streamlit supported)
B 75 54 90 43 N/A 53 87 97
3744
waldzellai
Provides access to 27+ structured problem-solving frameworks and game-theoretic…
B 75 55 90 56 41 81 99
3745
slb350
Ghost MCP Server Claim
Manage your Ghost blog content directly from Claude, Cursor, or any MCP-compati…
B 75 55 78 71 36 81 99
3746
samihalawa
An intelligent task management system that provides structured workflows for AI…
B 75 55 72 73 53 81 94
3747
X3r0K
This is a Model Context Protocol (MCP) server that provides access to the Shoda…
B 75 55 94 65 21 81 100
3748
ronantakizawa
a11ymcp Claim 2
Web accessibility testing MCP server that analyzes URLs and HTML for WCAG 2.0/2…
B 75 55 85 100 N/A 52 81 41
3749
adamhancock
BullMQ MCP Server Claim
Enables AI assistants to manage BullMQ Redis-based job queues through natural l…
B 75 55 84 56 54 81 97
3750
birdwell
RuneScape Wiki RS3 Claim
This MCP server provides AI assistants with real-time access to RuneScape 3 gam…
B 75 55 84 58 N/A 46 82 98
Showing 3701–3750 of 30006 servers
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