MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 57 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16101
xiaobenyang-com
Read-Website Claim 2
一个快速、高效的网页内容提取工具,将网页转换为干净的Markdown格式,适用于AI代理、IDE和LLM管道。
F 25 55 72 65 N/A 50 74 16
16102
kwenhwang
HRFCO Service Claim 1
Real-time hydrological information retrieval service that provides water level,…
F 25 66 78 35 0 44 69 74
16103
iamjzx
Provides tools for AI assistants to interact with the Dida365 (TickTick) task m…
F 25 55 66 67 28 76 65
16104
apireno
DOMShell Claim 1
Drive Chrome with filesystem commands (ls, cd, grep, click, type). One MCP tool…
F 25 54 84 46 N/A 65 88 88
16105
TencentEdgeOne
edgeone-pages-mcp Claim 1
An MCP service for deploying HTML content to EdgeOne Pages and obtaining a publ…
F 25 55 82 67 61 76 97
16106
james-see
mcp-drawthings Claim 1 3
MCP server for Draw Things - local AI image generation on Mac
F 25 54 63 62 N/A 55 90 96
16107
zenml-io
mcp-zenml Claim 2 3
An MCP server to connect with your [ZenML](https://www.zenml.io) MLOps and LLMO…
F 25 64 79 43 0 79 77 96
16108
mfukushim
Create immersive travel experiences by instructing an avatar to navigate Google…
F 25 66 86 66 0 75 68 90
16109
AceDataCloud
mcp-seedance Claim 2
MCP server for ByteDance Seedance AI video generation
F 25 55 84 0 71 80 99
16110
dynatrace-oss
dynatrace-mcp Claim 2
Leverage AI-driven observability, security, and automation to analyze anomalies…
F 25 55 86 70 98 77 82
16111
ustikya
mcp-gmail Claim 1
Provides a suite of 17 tools for searching, reading, sending, and managing Gmai…
F 25 55 54 61 50 80 95
16112
senseisven
Enables AI to remotely control macOS systems via VNC with full desktop capabili…
F 25 55 96 63 46 77 99
16113
rflukerii-dev
docbot-mcp Claim 1
Bidirectional CSV <> JSON <> Markdown transformer
F 25 54 74 42 N/A 45 87 100
16114
vertile-ai
Next.js MCP Server Claim 1
A utility tool that analyzes Next.js application routes and provides detailed i…
F 25 54 86 62 N/A 53 87 88
16115
OptimusOpus
Enables AI assistants to monitor and analyze blockchain activity through Tender…
F 25 55 72 58 31 77 97
16116
genm
SwitchBot Server Claim 1 2
Control SwitchBot devices with your AI assistant.
F 25 54 78 67 N/A 38 90 88
16117
tuckerschreiber
need Claim 2
AI agents hallucinate package names. need gives them a verified index of 10,000…
F 25 66 90 10 0 53 71 98
16118
Kirchlive
GetScreen MCP Server Claim 1 2
Enables capturing screenshots of all connected monitors with automatic JPEG com…
F 25 54 80 57 N/A 26 87 100
16119
mbeato
apimesh Claim 1
74 paid web-analysis APIs (SEO, security, TLS, DNS, email) as MCP tools. USDC v…
F 25 55 78 51 N/A 34 80 100
16120
floriansmeyers
Claude Runner MCP Claim 2 3
An MCP server for scheduling and executing Claude Code CLI tasks via cron expre…
F 25 55 45 31 48 76 95
16121
indigoprotocol
Indigo Protocol MCP Claim 1
# Indigo MCP MCP server for [Indigo Protocol](https://indigoprotocol.io/) — e…
F 25 66 72 10 0 73 82 94
16122
kukapay
uniswap-price-mcp Claim 1 2
An MCP server that tracks newly created liquidity pools on Uniswap across multi…
F 25 55 51 61 43 80 95
16123
ztobs
Browser Use Server Claim 2 3
Enables browser automation using Python scripts, offering operations like takin…
F 25 55 86 58 26 76 95
16124
baidubce
baidu-ai-search Claim 1
Search web using baidu with AI.
F 25 55 84 40 74 76 67
16125
augmentedivan
Fabric MCP Server Claim 2 4
An MCP server that exposes Fabric patterns as tools for Cline, enabling AI-driv…
F 25 55 75 83 N/A 44 87 43
16126
w-jeon
Google Drive MCP Server Claim 2 4
Integrates with Google Drive to enable listing, reading, and searching over fil…
F 25 55 78 60 18 78 100
16127
ExpertVagabond
mega Claim 1 2
MEGA cloud storage CLI MCP server
F 25 55 94 100 N/A 50 84 100
16128
Kiennh
A Node.js proxy that enables communication between stdio-based clients and HTTP…
F 25 55 86 73 35 80 96
16129
gkgaurav31
MCP Terminal Tool Server Claim 2 3
An MCP server that enables users to execute arbitrary shell commands on their l…
F 25 54 27 22 N/A 21 75 96
16130
nickiiitu
A Model Context Protocol server that enables LLMs to interact directly with Mon…
F 25 55 57 71 38 74 95
16131
dgageot
box Claim 2 3
An MCP server capable of interacting with the Box API
F 25 55 69 41 24 77 96
16132
HuaweiCloudDeveloper
Huawei MCP Server Claim 1
A Model Context Protocol server that provides secure, controlled access to Huaw…
F 25 54 94 66 N/A 56 87 99
16133
fredpsantos33
mcp-iteratools Claim 1 2
Multi-tool API for AI agents with MCP support: image generation (Flux), web scr…
F 25 55 90 82 N/A 33 87 43
16134
g2dgaming
Spotify MCP Server Claim 1
Connects Claude with Spotify, allowing users to control playback, search for mu…
F 25 54 78 67 N/A 23 90 89
16135
manbavaran
Multi-MCP Hub Claim 1
A centralized gateway and router that integrates multiple MCP servers into a si…
F 25 55 68 43 29 80 72
16136
Code-MonkeyZhang
Email Server Claim 1
Enables email management through IMAP and SMTP protocols, supporting reading, s…
F 25 55 72 67 56 76 92
16137
xinpengfei520
Banana Image MCP Claim 1 2
An MCP server that generates high-quality blog cover images using Google Gemini…
F 25 55 63 0 53 78 96
16138
soycanopa
SupaThings-MCP Claim 1
Things 3 MCP server for macOS with SQLite reads, official things:/// URL writes…
F 25 54 72 0 N/A 46 89 82
16139
SolonaBot
BlenderMCP Claim 2 3
An MCP server that enables AI models to directly control Blender for 3D modelin…
F 25 55 59 33 48 76 99
16140
webreactiva-devs
A lightweight server that provides detailed text analysis, counting total chara…
F 25 54 66 53 N/A 28 94 100
16141
yshk-mrt
A TypeScript-based middleware that translates Claude AI's decisions into OBS We…
F 25 54 86 66 N/A 45 87 88
16142
xiaobenyang-com
Time-Zone Claim 2
A comprehensive MCP server that provides global time zone management and time c…
F 25 66 72 68 0 50 71 53
16143
parnexcodes
Exposes the Synthetic API as an MCP tool to enable web searching within Claude …
F 25 55 88 68 47 80 100
16144
deus-h
Claudeus Plane MCP Claim 1 2
A server that bridges Claude AI with the Plane project management platform, ena…
F 25 55 78 68 27 80 100
16145
AceDataCloud
mcp-seedream-pro Claim 1
MCP server for ByteDance Seedream AI image generation
F 25 55 88 0 71 80 94
16146
devakone
MySQL Query MCP Server Claim 1 3
A Model Context Protocol server that provides read-only MySQL database queries …
F 25 55 85 100 71 80 35
16147
mkbhardwas12
mcp-bridgekit Claim 2 3
Embeddable MCP stdio → HTTP bridge with background jobs & live dashboard. Survi…
F 25 54 66 68 N/A 78 90 58
16148
hetaoBackend
PyAutoGUI MCP Server Claim 1
Provides automated GUI testing and control capabilities through an MCP server t…
F 25 54 72 57 N/A 43 87 100
16149
btree1970
variant-ui Claim 1 3
MCP Server for faster development iteration
F 25 55 71 75 N/A 36 92 39
16150
MCPCat
mcpcat-typescript-sdk Claim 2
MCPcat is an analytics platform for MCP server owners 🐱.
F 25 54 96 43 N/A 83 90 94
Showing 16101–16150 of 67226 servers
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