MCP Server Quality Scores

Independent quality analysis of 33379 public MCP servers

33379
Discovered
24959
Scored
1398
Verified
16957
Complete

Last updated 1 hour, 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16151
alexpota
deploy-mcp Claim 1
Universal deployment tracker for AI assistants with live status badges and depl…
F 25 55 96 45 86 80 93
16152
wujtruj
Curl MCP Server Claim 1
Enables full curl functionality within the Model Context Protocol, allowing use…
F 25 54 86 57 N/A 22 77 91
16153
aakankshagupta18
A comprehensive learning project demonstrating MCP server implementation with t…
F 25 55 90 62 24 80 95
16154
khaoss85
arvo-mcp Claim 1 2
AI workout coach MCP server for Arvo. Access training data, workout history, pe…
F 25 55 94 65 58 82 93
16155
xiaoguomeiyitian
ToolBox MCP Server Claim 1 2
An AI-powered automation tool development platform that provides modular archit…
F 25 55 84 82 51 74 25
16156
operator670
mcp-clado Claim 1 3
F 25 55 54 100 N/A 28 90 37
16157
mikhael-abdallah
A server that integrates with Cursor IDE to provide code review functionality f…
F 25 54 54 60 N/A 25 90 91
16158
marc-shade
Enables cluster-aware command execution and automatic task routing across distr…
F 25 55 90 53 33 74 93
16159
Dicklesworthstone
ultimate_mcp_client Claim 2
Async Python client for the Model Context Protocol with interactive CLI and rea…
F 25 54 100 71 N/A 41 84 88
16160
YiyangLi
Twilio MCP Server Claim 2 4
A Model Context Protocol server that enables Claude and other AI assistants to …
F 25 55 51 61 40 74 100
16161
sebastianall1977
Manage Gmail end-to-end: search, read, send, draft, label, and organize threads…
F 25 66 62 62 0 61 78 82
16162
Mithgroth
FakeStore MCP Claim 1 3
A Model Context Protocol server that enables AI assistants to interact with a c…
F 25 66 81 60 97 26 80 100
16163
manticoresoftware
Manticore Search Claim 1 2
MCP server for Manticore Search — lets AI assistants query and manage search da…
F 25 54 57 47 N/A 56 90 94
16164
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
16165
zw008
VMware Storage Claim 1
VMware vSphere storage management with 11 MCP tools: datastores, iSCSI, vSAN.
F 25 54 70 0 N/A 67 89 99
16166
BoomLinkAi
Image Worker MCP Claim 1
A lightweight MCP server for image processing and cloud uploads that automates …
F 25 55 66 67 77 80 88
16167
standup-coder
A smart commute assistant that monitors travel routes via the Amap API and send…
F 25 55 72 36 53 76 79
16168
honeybluesky
A simple MCP server that recalls and saves memories from and to Apple Notes.
F 25 54 100 56 N/A 43 82 73
16169
winor30
mcp-server-datadog Claim 1
The MCP server provides an interface to the Datadog API, enabling seamless mana…
F 25 55 72 72 77 82 94
16170
forwarder1121
PDF to DOCX Converter Claim 1
Convert PDF documents into editable DOCX files seamlessly. Enable your applicat…
F 25 54 60 53 N/A 22 87 95
16171
DonsWayo
tauri-mcp Claim 1
A Tauri plugin that enables AI agents to interact with Tauri applications throu…
F 25 54 66 53 N/A 30 82 93
16172
hygao1024
An MCP server implementation that enables calling iFlytek workflows through the…
F 25 55 69 63 41 76 88
16173
olivier-motium
Enables interaction with Discord using personal user tokens instead of bot appl…
F 25 54 72 75 N/A 52 87 94
16174
aigo666
A powerful Model Context Protocol framework that extends Cursor IDE with tools …
F 25 55 84 68 59 78 89
16175
s2005
MCP Everything Claim 1
A test server implementing all features of the MCP protocol, including prompts,…
F 25 55 90 63 44 77 82
16176
harrybin
Visuals MCP Claim 1 2
MCP server for interactive visualizations: tables, images, trees, lists, master…
F 25 54 75 56 N/A 39 89 90
16177
runninghare
REST-to-Postman MCP Claim 1
Converts REST API code (like NestJS controllers or FastAPI endpoints) to Postma…
F 25 55 86 71 29 76 90
16178
zach-snell
ctk Claim 1
Confluence CLI & MCP Server — dual-mode Go binary for Confluence Cloud with 7 t…
F 25 55 72 66 66 78 38
16179
devsic
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
F 25 54 66 61 N/A 32 90 85
16180
finite-sample
Provides econometric modeling capabilities through R, enabling AI assistants to…
F 25 55 78 68 70 78 89
16181
ctkadvisors
GraphQL MCP Server Claim 1
A TypeScript server that provides Claude AI with seamless access to any GraphQL…
F 25 55 86 66 28 80 93
16182
2geonhyup
DART-MCP Claim 1 3
An MCP server that enables Claude to perform financial analysis and visualizati…
F 25 54 33 41 N/A 26 89 74
16183
guitarbeat
Enables AI agents to control Alexa-connected smart home devices, including voic…
F 25 55 72 71 37 80 99
16184
xiaobenyang-com
Hot-News Claim 2
One-stop aggregation service of hot trends across the entire network based on t…
F 25 55 72 67 N/A 50 74 12
16185
handaas
Provides comprehensive enterprise qualification and certificate data, including…
F 25 55 60 37 18 76 70
16186
pixelsock
A Node.js server that enables AI Clients to interact with the Directus CMS API …
F 25 55 86 75 30 74 50
16187
jwbb903
Enables AI assistants to generate images using Cloudflare Workers AI models dir…
F 25 55 66 68 49 78 83
16188
concierge-hq
concierge Claim 1 2
🚀 Universal SDK for building next-gen MCP servers
F 25 54 92 32 N/A 67 90 96
16189
tg-tian
Enables users to generate professional Chinese resume PDFs from JSON data with …
F 25 55 62 51 24 81 84
16190
fist-maestro
MCP Servers Claim 1 2
A Node.js and TypeScript server project that provides a simple starter example …
F 25 54 48 58 N/A 22 87 97
16191
JaxNext
A Model Context Protocol server that fetches detailed API documentation from a …
F 25 55 45 100 N/A 26 89 35
16192
DynamicEndpoints
An MCP server that automates the backup of Cloudflare projects to a GitHub repo…
F 25 55 69 63 25 76 98
16193
mardraze
Jobs MCP Server Claim 1
A Node.js and TypeScript server that enables searching for job listings and acc…
F 25 54 72 26 N/A 30 89 91
16194
jordanlyall
wc26 Claim 1
FIFA World Cup 2026 data: matches, teams, venues, city guides, fan zones, and m…
F 25 54 90 45 N/A 77 90 92
16195
codescene-oss
codescene-mcp-server Claim 1 2
An MCP server that provides CodeScene Code Health analysis tools.
F 25 54 57 38 N/A 51 92 95
16196
tamago-labs
KAIA-MCP Server Claim 1
Enables AI agents to interact with DeFi protocols on the KAIA blockchain, inclu…
F 25 55 88 73 45 76 92
16197
SGFGOV
Medusa MCP Server Claim 1 2
A Model Context Protocol server that provides a scalable backend solution for e…
F 25 55 71 58 57 80 71
16198
findmine
An MCP server that integrates FindMine's product styling and outfit recommendat…
F 25 55 77 65 44 78 90
16199
yosider
cosense-mcp-server Claim 1
The cosense-mcp-server facilitates the integration with Claude Desktop by servi…
F 25 55 74 68 57 80 98
16200
qeinfinity
Binance MCP Server Claim 1 3
A server implementation that streams real-time Binance market data (spot and fu…
F 25 55 84 57 38 80 98
Showing 16151–16200 of 33379 servers
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