MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 40 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13001
kabir-ti
MCP Server Claim 1
The MCP Server integrates APIs from the Youtube-Summarizer as tools within the …
C 59 54 66 20 N/A 20 95 86
13002
shuakami
mcp-mail Claim
📧 MCP Mail Tool - AI-powered email management tool | 基于 MCP 的智能邮件管理工具
C 59 64 76 62 0 34 90 86
13003
zcaceres
easy-mcp Claim 1
Simplifies creating MCP servers in TypeScript with an Express-like API and expe…
C 59 54 96 26 N/A 61 95 9
13004
damerakd
MCP Weather Server Claim
Provides tools to retrieve current weather conditions and daily forecasts for c…
C 59 55 54 30 27 83 98
13005
peterw
Trackings MCP Server Claim 1
Integrates Claude Desktop with trackings.ai to manage projects, configure keywo…
C 59 66 78 68 0 24 78 98
13006
sanketshinde3001
MCP Server Claim 1
A Model Context Protocol server that provides greeting tools, resources, and pr…
C 59 55 29 100 N/A 23 95 37
13007
xue160709
YouTube MCP Server Claim 1
A Model Context Protocol server that provides Claude with tools to interact wit…
C 59 55 39 100 N/A 23 95 22
13008
ChristophePRAT
Enables access to Google Calendar events from a public ICS feed, allowing users…
C 59 55 54 33 27 81 99
13009
lior-ps
A Model Control Protocol server that integrates with Claude Desktop to enable s…
C 59 55 60 25 38 76 96
13010
abhijeetka
A server that enables LLMs to manage Kubernetes clusters through natural langua…
C 59 55 68 25 23 81 94
13011
nicolavs
Laundry Timer MCP Claim
Helps plan optimal laundry times by providing access to laundry preferences and…
C 59 54 54 20 N/A 24 95 98
13012
fotoetienne
gqai Claim
Define tools using regular GraphQL queries/mutations and gqai automatically gen…
C 59 54 92 35 N/A 49 89 18
13013
sposer
mcp-fetch Claim
A minimal MCP server that enables HTTP requests with any method, headers, and b…
C 59 55 50 33 45 81 90
13014
GitDzreal93
A FastMCP framework-based server providing Android device automation control ca…
C 59 54 62 28 N/A 19 88 90
13015
jasper-zsh
Enables ESP-IDF firmware development through MCP by providing tools to manage E…
C 59 54 48 36 N/A 18 90 99
13016
ToseaAI
mcp-ToseaAI Claim
Official MCP server for ToseaAI that enables document-to-presentation workflows…
C 59 55 54 0 76 81 99
13017
creatuluw
Enables AI assistants to manage tasks in Directus databases with automatic sche…
C 59 66 78 72 0 21 81 96
13018
tonkatsutoast
Provides real-time and historical stock market data through the Alpha Vantage A…
C 59 54 42 38 N/A 19 95 100
13019
vinayak-mehta
mcp-browser-use Claim 1
An MCP server that connects any MCP client (like Claude or Cursor) with the bro…
C 59 55 47 23 64 81 91
13020
Ansvar-Systems
czech-law-mcp Claim
Czech legislation via MCP — full-text search across statutes and provisions
C 59 66 90 33 0 59 83 91
13021
Arindam200
devto-mcp Claim 1
MCP Server of DevTo
C 59 55 39 35 N/A 48 81 100
13022
minhluuquang
Enables AI assistants to programmatically read, update, and manage Visual Studi…
C 59 54 76 58 N/A 26 89 28
13023
xiaomayisjh
Enables scientific computing, mathematical problem solving, and step-by-step ma…
C 59 55 62 32 22 81 93
13024
tarakomasu
Accurately counts Japanese text characters using grapheme clusters, properly ha…
C 59 66 66 71 0 54 81 88
13025
QAInsights
k6-mcp-server Claim
Grafana k6 MCP Server for performance testing
C 59 54 48 32 N/A 42 87 90
13026
Jahnik
A complete ChatGPT App implementation using MCP with OAuth2 authentication via …
C 59 66 78 72 0 24 81 89
13027
kamath
Provide a Python-based MCP server implementation to enable integration of LLMs …
C 59 54 36 41 N/A 23 95 97
13028
clicon
Clixon MCP Server Claim
Enables AI agents to fetch and query network device configurations from Clixon-…
C 59 55 54 41 27 80 91
13029
slg1119
MySQL MCP Server Claim
Provides MySQL database integration for AI assistants and other MCP clients, al…
C 59 55 60 26 23 81 99
13030
hyperskill
MCP-Hyperskill Claim
A FastMCP integration with Hyperskill that allows AI agents to explain programm…
C 59 55 66 30 24 81 87
13031
owayo
Generates a JSON file tree from a specified directory's 'src' folder, adhering …
C 59 54 48 25 N/A 38 95 88
13032
srirama7
Enables comprehensive system monitoring and diagnostics through 18 tools that p…
C 59 54 60 27 N/A 24 95 82
13033
autonsol
atxp-mcp Claim
Access 5+ ATXP agent tools via MCP: web search, AI image generation, email, and…
C 59 55 76 0 35 81 99
13034
jessicayanwang
Fetch latest and historical currency exchange rates from Frankfurter. Convert a…
C 59 66 66 61 0 54 81 94
13035
tylerjharden
flemcee Claim 1
An MCP server that enables remote control and automation of FL Studio via the f…
C 59 54 53 28 N/A 39 80 97
13036
kpsunil97
A Model Context Protocol server that enables searching and retrieving informati…
C 59 55 63 38 17 81 89
13037
HyunjunJeon
All-Search MCP Server Claim 1
An MCP server that enables web search and document retrieval capabilities throu…
C 59 55 63 43 24 81 78
13038
apify
apify-mcp-server Claim
Extract data from any website with thousands of scrapers, crawlers, and automat…
C 59 66 94 10 0 87 81 93
13039
Company-Gibraltar
company-gibraltar Claim
Gibraltar company tools: corporate tax, compliance deadlines, and PDF form gene…
C 59 64 76 55 0 50 95 80
13040
suryanshp1
Weather MCP Server Claim
A simple demonstration server for the MCP Python SDK that provides weather aler…
C 59 54 58 28 N/A 23 90 93
13041
JustineQinLao
A minimal Model Context Protocol server built with FastMCP that provides basic …
C 59 54 42 32 N/A 27 95 98
13042
kukapay
An MCP server that streams the latest Binance announcements to your AI agents i…
C 59 55 45 38 38 81 95
13043
Yevanchen
Exposes Dify applications (both Chatflow and Workflow) as MCP (Model Context Pr…
C 59 55 72 36 20 81 74
13044
1yhy
OSS MCP Server Claim 1
A Model Context Protocol server that enables large language models to upload fi…
C 59 55 41 60 25 81 83
13045
dmarsters
Provides a catalog of curated author writing styles and tools to blend or analy…
C 59 55 60 25 27 83 99
13046
guangxiangdebizi
QMT-MCP Claim
QMT-MCP 模块化量化交易助手
C 59 54 54 36 N/A 21 90 86
13047
aqara-docs
MySQL MCP Server Claim 1
Enables AI applications to interact with MySQL databases through a secure inter…
C 59 55 72 50 41 71 53
13048
itsnikhile
Provides specialized tools for data engineering tasks like SQL formatting, dbt …
C 59 54 72 0 N/A 27 94 97
13049
sergeiledvanov
Wise MCP Server Claim
Enables access to Wise API functionality for managing recipients and sending mo…
C 59 55 60 38 28 81 83
13050
Beyond-Network-AI
An extensible Model Context Protocol server that provides standardized access t…
C 59 66 74 73 0 48 82 73
Showing 13001–13050 of 56925 servers
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