MCP Server Quality Scores

Independent quality analysis of 66484 public MCP servers

66484
Discovered
31817
Scored
2112
Verified
16953
Complete

Last updated 18 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9401
mnhlt
WebSearch Claim 1
Enable your AI assistants to perform real-time web searches and retrieve the la…
C 67 55 55 62 N/A 45 81 91
9402
thomasfevre
A TypeScript/Node.js server that enables creating, deploying, and bridging Omni…
C 67 55 60 58 41 81 91
9403
michael7736
MySQL MCP Server Claim 2
A Model Context Protocol server that allows AI agents to execute SQL queries ag…
C 67 55 77 100 26 71 42
9404
tejas-borate-wai
An MCP server that extracts transcripts, metadata, and summaries from YouTube v…
C 67 55 63 58 24 81 100
9405
agentic-ops
real-estate-mcp Claim
A demo showcase of a comprehensive MCP Server setup using a real estate website…
C 67 55 84 20 N/A 44 83 99
9406
6551Team
Twitter MCP Server Claim
Enables interaction with Twitter/X data to retrieve user profiles, search tweet…
C 67 55 64 41 52 80 100
9407
clpi
Say Hello Claim
Send quick, personalized greetings to anyone. Add playful flair with Pirate Mod…
C 67 54 56 55 N/A 29 95 95
9408
ZZZHDW
Kusto MCP Server Claim 2
An MCP server that provides access to Azure Data Explorer (ADX) clusters, allow…
C 67 55 69 53 35 81 92
9409
danjam
MCP LaunchBox Claim 1
An MCP server that enables AI assistants to search and query your LaunchBox gam…
C 67 54 63 32 N/A 47 95 96
9410
Dysron
Ableton MCP Claim 1
Enables AI assistants to control Ableton Live through natural language by query…
C 67 54 76 33 N/A 25 92 100
9411
huoshuiai42
An MCP server that provides document format conversion
C 67 54 45 67 N/A 31 90 97
9412
skmprb
Converts Markdown files and raw content into professionally styled PDFs with fu…
C 67 55 60 100 N/A 24 95 38
9413
software-park
A NestJS-based server that enables AI agents to interact with Logseq graphs thr…
C 67 54 66 60 N/A 32 92 79
9414
truaxki
PDF to PNG MCP Server Claim 2
A Model Context Protocol server that converts PDF documents into PNG images thr…
C 67 54 71 45 N/A 18 95 96
9415
open-strategy-partners
A suite of marketing tools from Open Strategy Partners including writing style,…
C 67 54 66 32 N/A 44 97 96
9416
sdimitrov
MCP Memory Server Claim
Implements long-term memory capabilities for AI assistants using PostgreSQL wit…
C 67 55 90 38 28 81 84
9417
m-umemura-pitdesign
MCP Parking Server Claim 2
A read-only MCP server for querying parking management systems using natural la…
C 67 55 72 62 26 82 81
9418
study-flamingo
A comprehensive Model Context Protocol server for managing Dungeons & Dragons c…
C 67 55 54 100 N/A 30 95 42
9419
MarcusViniciusBarcelos
Provides AI-powered tools to apply UX/UI best practices, Nielsen's heuristics, …
C 67 55 84 83 40 81 30
9420
jyjune
mcp_vms Claim
A Model Context Protocol (MCP) server designed to connect to a CCTV recording p…
C 67 54 70 31 N/A 45 87 100
9421
srikanth-paladugula
A Model Context Protocol server that enables Claude Desktop to interact with Mi…
C 67 55 47 67 49 80 91
9422
okybaguslukmana
Superset MCP Server Claim 1
An MCP server for Apache Superset that enables AI models to manage dashboards, …
C 67 55 73 36 51 76 98
9423
BACH-AI-Tools
Provides access to synonyms and antonyms for words through the API Ninjas Thesa…
C 67 55 56 100 42 81 48
9424
tonypan2
An MCP server that enables AI agents like Claude to play Minesweeper through na…
C 67 55 71 82 N/A 27 95 43
9425
PolarVista
Xcode MCP Server Claim 3
A Model Context Protocol server that enables AI assistants to build and test Xc…
C 67 54 69 53 N/A 24 82 99
9426
anirudhadasgupta
Enables searching and exploring GitHub repositories with tools for cloning repo…
C 67 55 84 38 25 82 96
9427
AbhiGit-Trimble
Weather MCP Server Claim
Provides access to real-time weather data, 5-day forecasts, air quality informa…
C 67 55 60 51 50 81 94
9428
fish0710
Excel MCP Server Claim
Provides Excel file manipulation capabilities without requiring Microsoft Excel…
C 67 55 78 36 39 80 97
9429
CaptainCrouton89
MCP Maker Claim
A specialized server that helps users create new Model Context Protocol (MCP) s…
C 67 55 72 82 N/A 23 95 44
9430
financial-datasets
MCP server that provides AI assistants access to stock market data including fi…
C 67 55 66 41 50 80 99
9431
Sunwood-ai-labs
SourceSage MCP Claim 2
A TypeScript-based server that visualizes project directory structures in Markd…
C 67 55 72 100 N/A 43 87 16
9432
zayedansari2
Weather Server Claim
Provides access to weather alerts and forecasts for US locations using the Nati…
C 67 55 68 38 44 84 99
9433
williammian
Provides weather alerts for US states and geographic forecasts by leveraging th…
C 67 55 66 60 21 81 100
9434
byteplant-dev
byteplant-mcp Claim 2
An MCP server that provides Email, Phone and Address Validation Services from B…
C 67 55 51 82 N/A 31 67 98
9435
Yonsn76
MyPos MCP Claim
A Model-Context-Protocol server that connects to MySQL or PostgreSQL databases,…
C 67 54 48 62 N/A 25 95 100
9436
adhikasp
mcp-reddit Claim
A Model Context Protocol (MCP) server that provides tools for fetching and anal…
C 67 54 66 32 N/A 49 95 94
9437
getAlby
mcp Claim
Connect any bitcoin lightning wallet to your agent to send and receive instant …
C 67 66 88 66 0 79 80 95
9438
witqq
Enables pattern-based file editing operations using copy/paste functionality wi…
C 67 55 90 53 N/A 44 95 42
9439
saxyguy81
A secure MCP wrapper for Anthropic Claude Code that eliminates the need for per…
C 67 55 84 43 23 81 90
9440
kevinoneill
Enables remote MCP client connections with WorkOS AuthKit authentication and or…
C 67 55 60 67 24 81 97
9441
nitin-kumar101
A Retrieval-Augmented Generation system that enables uploading, processing, and…
C 67 54 54 66 N/A 19 95 94
9442
kongyo2
An MCP server for searching and exploring MCP servers from the Glama MCP direct…
C 67 55 51 61 43 84 94
9443
wsargent
icalPal MCP Server Claim
Enables AI assistants to interact with macOS Calendar and Reminders application…
C 67 44 54 N/A N/A 21 95 88
9444
consolecowboy0
Race MCP Server Claim
Enables AI-powered racing coaching and telemetry analysis for iRacing, providin…
C 67 55 84 74 N/A 22 95 41
9445
devbrother2024
A starter template for quickly developing Model Context Protocol (MCP) servers …
C 67 54 66 73 N/A 27 95 59
9446
mario-andreschak
Provides image recognition capabilities using Anthropic Claude Vision and OpenA…
C 67 55 72 41 41 81 94
9447
AgiMaulana
Google Play release lifecycle: tracks, testers, rollout, and Android Vitals.
C 67 54 60 45 N/A 50 85 98
9448
qwert666
Foundry MCP Server Claim 1
An MCP server that allows AI assistants to interact with Foundry datasets, onto…
C 67 55 69 52 46 76 90
9449
punkpeye
Notion MCP Server Claim
Enables AI agents to interact with Notion workspaces through the Notion API. Su…
C 67 55 92 65 44 81 37
9450
AgentWong
A Python-based server that implements the Model Context Protocol to interface w…
C 67 55 96 62 36 81 42
Showing 9401–9450 of 66484 servers
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