MCP Server Quality Scores

Independent quality analysis of 59573 public MCP servers

59573
Discovered
29905
Scored
2112
Verified
16953
Complete

Last updated 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3051
iannuttall
Flux UI MCP Server Claim 1
Provides reference information for Flux UI components, enabling AI assistants t…
B 77 55 78 100 N/A 45 95 54
3052
xwang152-jack
Enables AI applications to manage WeChat Official Accounts through standardized…
B 77 55 80 75 70 81 77
3053
forayconsulting
Make MCP Server Claim
This server enables AI assistants to discover, parameterize, and trigger Make.c…
B 77 55 84 68 56 78 93
3054
kagisearch
kagimcp Claim
Official Kagi Search MCP Server.
B 77 55 76 70 56 85 93
3055
brandon695
Nano Banana MCP Claim 1
Enables image generation and editing using Google's Gemini models with support …
B 77 55 90 70 30 80 100
3056
oborchers
mcp-server-docy Claim
mcp-server-docy
B 77 55 82 58 63 80 100
3057
W1seGit
Enables AI assistants to search and explore the Typst Universe package registry…
B 77 55 78 100 42 81 69
3058
daviddata-cloud
This MCP server imports HR CSV data into an in-memory SQLite database to enable…
B 77 54 84 62 N/A 45 92 97
3059
lvdaxianer
Provides a tool to retrieve the current date and time with customizable formatt…
B 77 55 74 100 30 81 86
3060
xoniks
Enables creating interactive data visualizations from natural language queries …
B 77 55 90 60 43 82 99
3061
markacianfrani
An MCP server that allows coding agents to look up contextual rules and pattern…
B 77 66 69 100 85 22 81 93
3062
greatSumini
nanobanana-api-mcp Claim 1
B 77 54 80 72 N/A 47 90 89
3063
bulatko
vk Claim 1
MCP server for VK (VKontakte) API: users, walls, groups, friends, newsfeed, pho…
B 77 54 75 65 N/A 72 83 89
3064
100kgforest
Enables integration with SF Express shipping and logistics APIs for order manag…
B 77 55 96 67 42 81 88
3065
charlesmuchene
Android Prefs MCP Server
B 77 55 74 100 N/A 60 87 55
3066
qpd-v
The MCP Web Research Server enables real-time web research with Claude by integ…
B 77 55 96 100 46 81 45
3067
peek-travel
mcp-intro Claim
Remote MCP Server for discovering and planning experiences, at home and on vaca…
B 77 66 78 76 99 16 81 94
3068
irev
Provides intelligent OCR and PDF processing capabilities that automatically det…
B 77 55 92 56 58 80 94
3069
EienWolf
A comprehensive server that enables validation of JSON data against JSON Schema…
B 77 54 96 62 N/A 21 95 94
3070
Augmented-Nature
AlphaFold-MCP-Server Claim 1
A comprehensive Model Context Protocol (MCP) server that provides access to the…
B 77 55 94 62 N/A 34 83 100
3071
TimHolden
Figma MCP Server Claim 2
Enables seamless interaction with Figma via the Model Context Protocol, allowin…
B 77 55 96 71 32 80 91
3072
buhe
mcp-rss Claim
MCP RSS is a Model Context Protocol (MCP) server for interacting with RSS feeds
B 77 54 84 62 N/A 52 95 83
3073
LincolnBurrows2017
filesystem-mcp Claim 1
Model Context Protocol server for file system operations. Supports read, write,…
B 77 54 84 58 N/A 45 92 100
3074
Doist
Enable your LLM to interact seamlessly with Todoist by connecting to this serve…
B 77 54 71 63 N/A 63 92 96
3075
Bigsy
Clojars-MCP-Server Claim 1
Clojars MCP Server for upto date dependency information of Clojure libraries
B 77 55 90 61 41 82 100
3076
esinecan
Enables LLMs to inspect and test other MCP servers by listing and calling their…
B 77 55 90 65 52 82 90
3077
kevinlin
Enables AI agents to interact with GitLab repositories, manage merge requests, …
B 77 55 82 68 48 81 99
3078
palewire
datawrapper-mcp Claim
Enables AI assistants to create, update, publish, and manage Datawrapper charts…
B 77 55 62 82 60 83 97
3079
desk3
Desk3 MCP Server Claim
Cryptocurrency MCP Server! Free! This powerful tool is designed for blockchain …
B 77 55 96 66 46 71 99
3080
NaniDAO
agentek-eth Claim 1
A MCP server offering tools for cryptocurrency research and Ethereum-based auto…
B 77 55 75 71 57 82 99
3081
wn01011
llm-token-tracker Claim 1
Token usage tracker for OpenAI and Claude APIs with MCP support, real-time sess…
B 77 54 84 56 N/A 58 92 93
3082
CaullenOmdahl
MM Query Claim 1
Enables querying and comparing products from MM's retail (B2C) and wholesale (B…
B 77 55 92 68 39 78 96
3083
jdesl55
A local-first security system for autonomous AI agents that provides tools for …
B 77 54 78 67 N/A 53 92 90
3084
RayanZaki
A Machine Conversation Protocol server that enables AI assistants to manage Goo…
B 77 55 74 74 63 80 95
3085
PublikPrinciple
Provides a standardized interface for AI assistants to interact with Obsidian v…
B 77 54 94 52 N/A 39 90 100
3086
mamertofabian
mcp-everything-search Claim 1
Fast Windows file search using Everything SDK
B 77 54 84 58 N/A 63 90 88
3087
ktanaka101
mcp-server-duckdb Claim
DuckDB database integration with schema inspection and query capabilities
B 77 54 96 30 N/A 69 90 100
3088
Talljack
MCP Server Trending Claim 1
一站式热门榜单聚合MCP服务器,让AI助手能够实时查询GitHub、Hacker News、Product Hunt等27+平台的热门内容,专为独立开发者和技…
B 77 55 72 91 N/A 74 95 50
3089
shruti-jn
openemr-mcp Claim 2
An MCP server that connects AI assistants to OpenEMR instances to manage patien…
B 77 54 63 63 77 90 100
3090
team-telnyx
telnyx Claim
Official TypeScript library for the Telnyx API
B 77 54 92 35 N/A 89 83 90
3091
tahaswx
Enables web search via Serper API with advanced search operators and webpage sc…
B 77 55 100 58 42 81 93
3092
hyzhak
Ollama MCP Server Claim
A bridge that integrates Ollama's local LLM capabilities into MCP-powered appli…
B 77 54 78 61 N/A 54 90 98
3093
pto-agi
PTO MCP Server Claim 1
Exposes PTOAi user context to Agent Builder by connecting to a Supabase databas…
B 76 66 84 66 90 30 80 95
3094
theupriser
Traefik MCP Server Claim
Enables AI assistants to query and manage Traefik reverse proxy configurations,…
B 76 55 78 68 50 82 97
3095
gabrielalmir
Animagine MCP Claim
A FastMCP server for the Animagine XL 4.0 image generation experience that prov…
B 76 54 88 58 N/A 43 92 92
3096
grabba-dev
Microservice Connector Protocol server that exposes Grabba API functionalities …
B 76 66 84 66 92 23 81 96
3097
wiseriai
lucid-mcp Claim
AI-native data analysis agent as an MCP Server. Connect your Excel files, CSVs…
B 76 54 76 57 N/A 55 90 98
3098
xpzouying
MCP for xiaohongshu.com
B 76 54 62 68 N/A 65 90 95
3099
eficode
Connects Agileday's competence and employee data with LLMs, enabling natural la…
B 76 55 86 63 43 81 99
3100
tavily-ai
Tavily MCP Server Claim 2
Enable real-time web search and data extraction capabilities.
B 76 55 79 100 N/A 58 87 43
Showing 3051–3100 of 59573 servers
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