MCP Server Quality Scores

Independent quality analysis of 47923 public MCP servers

47923
Discovered
29604
Scored
2112
Verified
16952
Complete

Last updated 2 hours, 30 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8701
QianYin-Zhou
trae-swagger-mcp Claim
Enables Trae IDE to parse and query Swagger/Knife4j API documentation by conver…
C 68 54 78 72 N/A 32 82 61
8702
Sai-Adarsh
An MCP server that provides easy setup and configuration for multiple AI develo…
C 68 54 59 65 N/A 27 87 97
8703
Jake-loranger
Enables interaction with the Algorand blockchain network including account mana…
C 68 55 78 100 23 81 40
8704
ceciliomichael
Collects user feedback with text and image support through an Electron app, all…
C 68 54 66 57 N/A 27 95 88
8705
ggiraudon
Email MCP Server Claim
Enables interaction with email servers through IMAP protocol for managing email…
C 68 55 80 52 21 81 92
8706
Olson3R
Confluence MCP Server Claim 2
A Model Context Protocol server that provides secure access to Atlassian Conflu…
C 68 55 75 57 23 80 95
8707
SergiFuster
A comprehensive MCP server with 30+ custom tools organized into categories: dat…
C 68 54 72 58 N/A 18 87 93
8708
renantrendt
Enable your AI assistants to manage GitHub repositories, track issues, and perf…
C 68 55 57 75 N/A 20 81 100
8709
AgriciDaniel
A self-contained MCP server plugin that connects WordPress to AI, providing 58 …
C 68 54 84 0 76 91 95
8710
ishuru
Open MCP Server Claim
A modular productivity automation server providing reusable prompt templates, c…
C 68 55 96 82 30 81 30
8711
shaunie2fly
Enables AI assistants to perform comprehensive code reviews of local uncommitte…
C 68 55 76 87 N/A 26 95 40
8712
JamesANZ
prediction-market-mcp Claim 1
An MCP server that provides real-time prediction market data from multiple plat…
C 68 55 51 61 57 82 94
8713
Tekuor
Connects Claude Desktop to Google Calendar for local calendar management includ…
C 68 54 54 60 N/A 26 95 99
8714
egyleader
Dart MCP Server Claim 1
Bridge the gap between AI coding assistants and Dart/Flutter development workfl…
C 68 55 66 82 N/A 53 95 33
8715
cuongdev
A Model Context Protocol server that integrates with AWS CodePipeline, allowing…
C 68 55 85 58 25 82 75
8716
AVIMBU
Allows AI models to query and retrieve analytics data from Plausible Analytics …
C 68 55 80 52 27 82 90
8717
lioensky
Suno-MCP Claim 1
A Model Context Protocol server that allows AI assistants to generate music thr…
C 68 55 63 71 24 81 90
8718
yshumei2025
ID Factory MCP Server Claim 1
Provides unified ID handle resolution and querying functionality through the ID…
C 68 55 80 63 24 81 77
8719
PashaBoiko
Enables comprehensive WCAG 2.0/2.1 accessibility testing of web applications us…
C 68 55 78 82 N/A 29 92 44
8720
sriharsha-inthub
A demonstration MCP server that provides calculator functionality through both …
C 68 54 62 65 N/A 21 90 94
8721
MastaP
Provides LLM access to Unicity gaming platform games through a payment-gated da…
C 68 55 60 70 27 78 99
8722
diaz3618
memory-bank-mcp Claim 1
An MCP server that gives AI assistants persistent memory across sessions. It st…
C 68 54 57 30 N/A 82 92 89
8723
Cappahccino
Supabase MCP Server Claim 1
A Model Context Protocol server that enables Claude and other LLMs to perform d…
C 68 55 75 46 42 82 91
8724
xraywu
Leverages large language models to analyze users' WeGene genetic testing report…
C 68 55 94 41 20 76 93
8725
miames
Enables querying both Google Cloud SQL (PostgreSQL) and BigQuery public dataset…
C 68 55 78 53 22 81 97
8726
matthewp
Lyceum Claim 1
An MCP server that enables querying and managing Calibre libraries via chat by …
C 68 55 51 66 48 81 97
8727
GeoLibra
Enables processing, validation, optimization, and analysis of 3D models with gl…
C 68 55 92 65 N/A 31 95 38
8728
block
Xcode Index MCP Claim
Gives Goose/Cursor access to your iOS/macOS project index through the Model Con…
C 68 54 60 38 N/A 50 95 96
8729
keroger2k
Enables fetching content from any URL with support for different HTTP methods, …
C 68 55 78 53 24 81 94
8730
NakiriYuuzu
SwaggerMcp Claim
A service that dynamically generates MCP tools from Swagger/OpenAPI documentati…
C 68 55 78 72 42 81 57
8731
arthurcolle
Substack MCP Server Claim 1
Enables AI tools to programmatically manage Substack content, including creatin…
C 68 55 90 74 N/A 24 90 39
8732
kroq86
Provides an MCP-native operational interface for diagnostics, explainability, r…
C 68 54 72 31 59 90 88
8733
pickstar-2002
Mermaid Chart MCP Claim
Enables AI assistants to generate and render Mermaid diagrams (flowcharts, sequ…
C 68 55 72 57 45 81 81
8734
Sjotie
Notion MCP Server Claim 1
A Model Context Protocol server that connects Claude and other AI assistants to…
C 68 55 71 100 25 81 48
8735
wilforlan
Suncture Healthcare MCP provides a set of specialized healthcare tools that can…
C 68 55 60 55 50 82 95
8736
yarnabrina
MCP server that can perform basic arithmetic operations and parse/evaluate arit…
C 68 54 86 63 N/A 61 90 28
8737
jsonallen
A collection of Laravel helper tools for integration with Cursor IDE, providing…
C 68 54 72 36 N/A 43 87 98
8738
ebhattad
nfl-mcp Claim 2
An MCP server that provides access to over 12 years of NFL play-by-play data th…
C 68 54 63 30 N/A 65 92 94
8739
matthewdcage
A Model Context Protocol (MCP) server for Cursor IDE that simplifies the instal…
C 68 55 66 100 53 81 32
8740
hoangdn3
Provides access to OpenRouter.ai's diverse model ecosystem for text chat and im…
C 68 55 60 70 33 81 92
8741
Nexlab-One
Provides LLMs with comprehensive knowledge about the V programming language, in…
C 68 54 80 36 N/A 24 95 94
8742
lokendra005
A bridge allowing AI/LLMs to seamlessly interact with external APIs for weather…
C 68 55 72 57 21 80 99
8743
LinkupPlatform
mcp-search-linkup Claim
Give Claude access to real-time knowledge and premium content. Get rid of Claud…
C 68 55 80 22 68 81 91
8744
feevlic
vHal MCP Server Claim
Enables Android Automotive developers to explore and implement Vehicle Hardware…
C 68 55 90 26 44 82 91
8745
mikekwright
Provides access to your Amplenote SQLite database cache, enabling search and re…
C 68 54 72 53 N/A 26 90 89
8746
dryeab
mcp-telegram Claim 2
MCP Server for Telegram
C 68 55 77 40 N/A 54 80 89
8747
zxfgds
MCP Toolkit Claim 1
A comprehensive Model Context Protocol server implementation that enables AI as…
C 68 55 78 72 13 71 92
8748
hookdeck
hookdeck-cli Claim
CLI for Hookdeck: forward webhooks to localhost (ngrok alternative), manage and…
C 68 54 76 0 N/A 85 91 97
8749
jimpick
A Model Context Protocol server that allows creation and management of multiple…
C 68 55 69 56 30 78 98
8750
kukapay
crypto-funds-mcp Claim
Providing AI agents with structured, real-time data on cryptocurrency investmen…
C 68 55 72 41 43 82 98
Showing 8701–8750 of 47923 servers
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