MCP Server Quality Scores

Independent quality analysis of 44526 public MCP servers

44526
Discovered
29496
Scored
2111
Verified
16952
Complete

Last updated 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2151
reza-gholizade
A Kubernetes Model Context Protocol (MCP) server that provides tools for intera…
B 78 55 88 51 79 81 92
2152
bkotos
Todoist MCP Server Claim
Provides Todoist task management capabilities to AI assistants through the Mode…
B 78 54 84 63 N/A 49 95 93
2153
ozipi
Enables interaction with Reddit through OAuth 2.1 authentication, providing too…
B 78 55 100 60 50 81 90
2154
kc0ed
Windows-optimized MCP server that enables control of Blender 4.0+ through 21+ t…
B 78 54 90 53 N/A 43 95 98
2155
soth-ai
mcp-reticle Claim
Reticle intercepts, visualizes, and profiles JSON-RPC traffic between your LLM …
B 78 54 90 33 N/A 74 95 98
2156
minbang930
Youtube Vision MCP Claim
MCP (Model Context Protocol) server that utilizes the Google Gemini Vision API …
B 78 55 84 77 46 80 95
2157
scalekit-inc
Model Context Protocol authentication demos - AI assistant integration examples
B 78 54 80 70 N/A 42 92 100
2158
sachdev27
Enables AI assistants and automation platforms to interact with Dell PowerStore…
B 78 55 100 66 51 76 88
2159
jameslovespancakes
Provides persistent, semantic memory storage for LLMs across sessions using vec…
B 78 54 84 75 N/A 40 92 89
2160
dp-veritas
Obsidian MCP Tools Claim 1
A read-only toolkit for searching and analyzing Markdown note directories and O…
B 78 54 88 65 N/A 49 90 90
2161
Cortivium
Cortivium Claim
Enables reliable AI behavior control by registering Ghost Skills as MCP tools t…
B 78 54 100 41 60 87 96
2162
mlemos
Integrates Attio CRM with AI clients to manage companies, people, and notes thr…
B 78 55 96 71 32 82 93
2163
markswendsen-code
HelloFresh MCP Server Claim 1
Enables AI assistants to manage HelloFresh meal kit accounts by browsing menus,…
B 78 54 90 72 N/A 30 87 100
2164
bhandzo
MCPOSprint Claim 1
An MCP server that enables users to print markdown tasklists, Notion tasks with…
B 78 55 69 82 N/A 50 90 93
2165
YunYouJun
Starter MCP Server Claim
A template/boilerplate project for building Model Context Protocol (MCP) server…
B 78 54 80 60 N/A 56 92 100
2166
elcukro
bank-mcp Claim
Provides AI assistants with secure, read-only access to over 15,000 financial i…
B 78 54 66 67 N/A 62 95 100
2167
ofershap
real-browser-mcp Claim
MCP server + Chrome extension that gives AI agents control of the user's real b…
B 78 54 78 72 N/A 67 82 90
2168
Livus-AI
Enables AI agents to programmatically create, manage, and execute independent P…
B 78 55 72 82 N/A 46 95 90
2169
federated-alpha
MCP TypeScript SDK Claim
A toolkit for building Model Context Protocol servers and clients that provide …
B 78 55 84 70 55 81 93
2170
gregario
brewers-almanack Claim
A brewing knowledge MCP server with beer styles (BJCP 2021), 113 hop varieties,…
B 78 54 90 53 N/A 56 95 93
2171
CryptoAPIs-io
mcp-simulate Claim 2
MCP server for dry-run EVM transaction simulation via Crypto APIs
B 78 66 81 76 94 42 72 92
2172
OleksandrKucherenko
Access Obsidian vaults via Local REST API - read, search, and interact with not…
B 78 54 76 66 N/A 79 77 96
2173
davidan90
time-node-mcp Claim 1
Timezone-aware date and time operations with support for IANA timezones, timezo…
B 78 54 90 57 N/A 38 94 100
2174
vinnyang
Enables AI assistants to search and fetch documentation content from Adobe Expe…
B 78 54 94 68 N/A 24 95 94
2175
nirholas
Crypto Market Data Claim
Real-time crypto prices OHLCV orderbook - Bitcoin Ethereum 10000+ tokens
B 78 55 90 50 N/A 64 83 99
2176
guangxiangdebizi
URL2QR Claim
Convert any link into a QR code and get a shareable image link in seconds. Crea…
B 78 54 96 45 N/A 44 95 100
2177
jae-jae
fetcher-mcp Claim 1
MCP server for fetching web page content using Playwright headless browser, sup…
B 78 54 75 60 N/A 68 90 96
2178
mikechao
balldontlie-mcp Claim
MCP server that integrates balldontlie api to provide information about players…
B 78 54 66 66 N/A 69 91 100
2179
williamzujkowski
Strudel MCP Server Claim 2
Enables AI-powered music generation and live coding by providing direct control…
B 78 55 96 57 N/A 84 95 55
2180
wenyen-hsu
BlenderMCP Claim 1
Connects Blender to Claude AI through the Model Context Protocol, enabling AI-a…
B 78 55 66 82 N/A 46 95 96
2181
macroforge-ts
Enables AI assistants to access Macroforge documentation, validate TypeScript c…
B 78 54 84 58 N/A 58 92 95
2182
RoleModel
optics-mcp Claim 1
MCP Server for Optics Design System documentation and token usage.
B 78 54 71 52 N/A 77 95 98
2183
finianoneill
A production-ready Model Context Protocol server that provides mathematical cal…
B 78 54 90 58 N/A 37 95 100
2184
fborello
MCP Spotify Server Claim
Enables interaction with Spotify through LLMs using OAuth2 authentication. Supp…
B 78 54 72 71 N/A 53 95 96
2185
Alleyway-boop
Swagger MCP Claim
High-performance server for exploring Swagger/OpenAPI specifications with dynam…
B 78 55 92 68 53 82 89
2186
chongzixuan-ai
Detects AI-generated content and transforms robotic text into natural, human-li…
B 78 54 94 58 N/A 46 95 85
2187
roizenlabs
SportIntel MCP Server Claim 1
Provides AI-powered sports analytics for Daily Fantasy Sports (DFS) with real-t…
B 78 55 90 72 48 80 90
2188
neonwatty
Enables tracking food intake and nutrition using the USDA FoodData Central data…
B 78 55 90 63 53 81 97
2189
cthunter01
Provides arbitrary precision arithmetic operations and advanced mathematical co…
B 78 54 86 65 N/A 40 95 95
2190
adamydwang
Use Nano Banana Pro to generate image from text prompt and edit image
B 78 54 90 46 N/A 58 95 95
2191
Contentrain
Enables AI agents to manage Contentrain CMS content, models, and assets with au…
B 78 55 73 100 N/A 50 75 84
2192
YimingYAN
fivetran-mcp Claim 1
MCP server for Fivetran API - manage syncs, check status, and control data pipe…
B 78 55 67 82 N/A 63 77 100
2193
aringadre76
Enables comprehensive academic research by searching and analyzing papers from …
B 78 55 88 68 59 81 86
2194
AbdelStark
Enables AI models to interact with the Lightning Network by providing an MCP-co…
B 78 55 92 68 37 80 100
2195
menesekinci
Archives posts from X into a local SQLite database and provides tools for seman…
B 78 54 90 63 N/A 30 95 99
2196
nstrayer
Enables AI assistants to execute predefined developer commands and manage long-…
B 78 54 100 53 N/A 39 95 88
2197
johncarlo177
BlenderMCP Claim 1
Connects Claude AI to Blender through the Model Context Protocol, enabling AI-a…
B 78 55 66 82 N/A 43 95 99
2198
phxdev1
archy Claim
archy
B 78 55 84 71 49 81 98
2199
farukgaric
SpinupWP MCP Server Claim 1
Enables AI assistants to manage SpinupWP infrastructure, including servers, Wor…
B 78 55 90 68 48 78 100
2200
jeswin
Enables remote file system operations (read/write files, manage directories, se…
B 78 55 90 72 47 81 93
Showing 2151–2200 of 44526 servers
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