MCP Server Quality Scores

Independent quality analysis of 33379 public MCP servers

33379
Discovered
24959
Scored
1398
Verified
16957
Complete

Last updated 2 hours, 42 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16101
geezerrrr
Exa MCP Server Claim 1
Enable AI assistants to perform web searches using Exa's powerful search API. G…
F 25 55 82 72 N/A 48 80 91
16102
heliosarchitect
wems Claim 1 2
Real-time natural hazard monitoring: earthquakes, tsunamis, volcanoes, solar we…
F 25 55 96 45 N/A 63 80 84
16103
ronantakizawa
social-video-mcp Claim 1 2
An MCP server that enables AI agents to play and control YouTube and TikTok vid…
F 25 54 53 65 N/A 36 90 95
16104
axiomhq
mcp Claim 1 2
List datasets, schemas, run APL queries, and use prompts for exploration, anoma…
F 25 66 54 43 0 60 80 93
16105
neondatabase
mcp-server-neon Claim 1 2
MCP server for interacting with Neon Management API and databases.
F 25 66 73 10 0 52 80 100
16106
gabrielmaialva33
MCP Filesystem Server Claim 2
A secure Model Context Protocol server that provides controlled filesystem acce…
F 25 55 94 61 53 74 93
16107
manamurah
An AI-optimized Model Context Protocol server for querying Malaysian consumer g…
F 25 55 92 58 41 80 90
16108
TechDocsStudio
biel-mcp Claim 1
Let AI tools like Cursor, VS Code, or Claude Desktop answer questions using you…
F 25 55 100 50 42 82 92
16109
yohanfraga
MCP Activities Claim 1
Enables users to create and manage activities in the meupontoonline system thro…
F 25 55 76 65 29 74 75
16110
juanisidoro
securecode Claim 1 2
Secrets vault for Claude Code with audit logs, access rules, and AES-256 encryp…
F 25 55 76 0 N/A 47 74 94
16111
elijahdev0
mcp-runware Claim 1
Create high-quality images and videos fast from text or reference images. Perso…
F 25 66 84 10 0 27 80 83
16112
jkawamoto
mcp-bear Claim 1 2
A MCP server for interacting with Bear note-taking software.
F 25 54 57 68 N/A 80 77 99
16113
helius-labs
Helius MCP Claim 2 3
MCP server for Helius — Solana blockchain data access for AI assistants, provid…
F 25 55 71 0 43 70 95
16114
sisense
sisense-mcp-server Claim 1
MCP server leveraging Sisense Intelligence for actionable insights and analytic…
F 25 66 88 66 0 61 70 99
16115
nefino
Nefino MCP Server Claim 1 2
Provides large language models with access to news and information about renewa…
F 25 55 84 66 41 80 91
16116
detailobsessed
codereviewbuddy Claim 1 2
MCP server that helps AI coding agents interact with AI code reviewers on GitHu…
F 25 54 96 71 N/A 88 90 86
16117
NiuTrans
MCP Translation Text Claim 1
Provides text translation capabilities powered by NiuTrans API with support for…
F 25 55 66 45 47 80 84
16118
21st-dev
Magic-MCP Claim 2
Create crafted UI components inspired by the best 21st.dev design engineers.
F 25 54 72 61 N/A 43 88 86
16119
dragons96
An MCP service that automates Chrome browser control while bypassing anti-bot d…
F 25 54 68 33 N/A 43 87 100
16120
rishipradeep-think41
A Model Context Protocol server that provides tools for interacting with Gmail …
F 25 55 63 58 43 78 93
16121
trilogy-group
Enables AI applications to integrate with YouTube-Summarizer's APIs through the…
F 25 54 66 25 N/A 23 90 98
16122
itest4u
Enables control and automation of Android devices using uiautomator2 and ADB. I…
F 25 54 60 23 N/A 40 84 99
16123
jerrysrodz
goldhold Claim 1 2
Persistent memory for AI agents. Search, store, and recall across sessions.
F 25 66 72 53 0 29 70 93
16124
calumjs
TimePRO MCP Server Claim 1 3
An MCP server that wraps the TimePRO API, enabling AI assistants to automatical…
F 25 55 75 68 30 80 93
16125
localstack
localstack-mcp-server Claim 1 2
A LocalStack MCP Server providing essential tools for local cloud development &…
F 25 55 86 100 N/A 58 78 50
16126
demox-site
Demox MCP Server Claim 1 2
Enables AI assistants to deploy static websites to the Demox platform with auto…
F 25 55 72 71 46 80 96
16127
aeoess
Your AI finds the right people for you. Agent-to-agent professional networking.
F 25 55 72 71 N/A 71 80 91
16128
bio-mcp
bio-mcp-evo2 Claim 1 2
An MCP server that enables AI assistants to generate, score, and analyze DNA se…
F 25 55 85 75 22 76 97
16129
jxnl
Enables AI assistants to create and manage Cursor Cloud Agents that autonomousl…
F 25 55 84 72 49 78 96
16130
nanana-app
mcp-server-nano-banana Claim 2 3
AI image generation using Google Gemini's nano banana model.
F 25 54 90 65 N/A 43 89 100
16131
JanDeDobbeleer
Validate oh-my-posh configurations and segment snippets against the official sc…
F 25 66 80 72 0 76 80 100
16132
tHeMaskedMan981
Enables access to Network School Luma calendar events through Claude Desktop. A…
F 25 55 78 56 26 78 100
16133
Upsonic
Upsonic Claim 1
Build autonomous AI agents in Python.
F 25 54 86 38 N/A 80 87 84
16134
albertnahas
icogenie-mcp Claim 1
AI-powered SVG icon generation MCP server. Generate production-ready SVG icons …
F 25 55 82 71 70 80 92
16135
fernandezpablo85
IOL MCP Tool Claim 1 2
An MCP server that enables interaction with the Invertir Online (IOL) trading A…
F 25 54 41 18 N/A 41 87 99
16136
ctaylor86
Enables asynchronous transcription of long audio and video files using Deepgram…
F 25 55 78 71 29 82 94
16137
soycanopa
SupaThings MCP Claim 1
SupaThings MCP is a macOS server that enables AI agents to read and manage Thin…
F 25 54 72 0 N/A 46 89 82
16138
bayyyyyuuu
An AI-powered legal research tool that enables users to search for and retrieve…
F 25 54 84 57 N/A 60 90 92
16139
BitePro
Chrome Debugger MCP Claim 2
Chrome breakpoint debugging MCP server for inspecting runtime values and steppi…
F 25 54 60 67 N/A 55 90 98
16140
zaidmukaddam
Provides AI-powered search capabilities through three specialized tools: web se…
F 25 66 84 100 98 31 81 100
16141
markswendsen-code
kroger Claim 1 3
MCP server for Kroger - search products, manage cart, place grocery orders
F 25 54 75 65 N/A 32 87 99
16142
deshartman
An MCP (Model Context Protocol) server that lets users send SMS messages throug…
F 25 55 72 71 42 71 84
16143
tmdaidevs
Provides live optimization analysis and health checks for Microsoft Fabric item…
F 25 55 78 71 36 76 96
16144
freestylefly
WeRead MCP Server Claim 1 2
A lightweight bridge server that connects WeChat Reading (WeRead) data with Cla…
F 25 55 72 66 49 78 99
16145
raihan0824
MCP Fooocus API Claim 2 4
Provides text-to-image generation capabilities through the Fooocus Stable Diffu…
F 25 55 78 68 49 76 89
16146
lpenguin
Enables image generation using OpenAI's DALL-E and GPT-Image models directly th…
F 25 55 92 60 43 80 95
16147
arpe-io
fastbcp-mcp Claim 1 4
MCP server for FastBCP — high-performance parallel database export to files and…
F 25 55 77 74 N/A 71 87 59
16148
twelvedata
mcp Claim 2 3
Interact with [Twelve Data](https://twelvedata.com) APIs to access real-time an…
F 25 66 94 86 99 50 80 42
16149
BandaruDheeraj
Enables AI assistants to access TestFlight beta tester feedback, including scre…
F 25 55 70 68 35 76 99
16150
CelestoAI
agentor Claim 1
Open source version of Claude Managed Agents. Fastest way to build and deploy r…
F 25 66 96 79 95 84 76 66
Showing 16101–16150 of 33379 servers
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