MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 7 hours, 51 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13001
lior-ps
A Model Control Protocol server that integrates with Claude Desktop to enable s…
C 59 55 60 25 38 76 96
13002
xiaomayisjh
Enables scientific computing, mathematical problem solving, and step-by-step ma…
C 59 55 62 32 22 81 93
13003
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
13004
13888285815
Windows-MCP Claim
A lightweight server that enables AI agents to interact natively with the Windo…
C 59 55 72 0 52 81 92
13005
bhargava2019
Implements a Model Context Protocol server that enables natural language intera…
C 59 55 44 45 27 81 99
13006
GonTwVn
GonMCPtool Claim 2
A TypeScript-based Model Context Protocol toolkit that enables AI to interact w…
C 59 55 54 82 N/A 46 89 16
13007
molavec
MCP YAML API Claim 2
A Model Context Protocol server that creates tools from API configurations defi…
C 59 55 69 65 25 81 42
13008
magadsm
Enables safe execution of terminal commands across different shells (bash, cmd,…
C 59 54 66 53 N/A 18 95 49
13009
RobSpectre
mvf1 Claim
MCP server that controls [MultiViewer](https://multiviewer.app), an app for wat…
C 59 55 46 20 61 82 93
13010
peidaqi
Enables LLMs to retrieve stock market data and financial information from Yahoo…
C 59 55 62 17 36 82 99
13011
mtib
A dockerized Python MCP server that manages flash card projects using OpenAI em…
C 59 55 68 27 16 76 100
13012
dshemendiuk
Enables interaction with SendPulse Chatbots API to manage chatbot accounts, ret…
C 59 66 62 71 0 40 81 99
13013
sheacoding
MCP Reminder Claim 1
An MCP server for managing alarms and todo lists with support for natural langu…
C 59 54 39 43 N/A 27 91 94
13014
lethain
Library MCP Claim 1
An MCP server that enables interaction with Markdown knowledge bases, allowing …
C 59 54 41 33 N/A 29 95 100
13015
cnosdb
An MCP server that enables interacting with CnosDB databases through Claude, su…
C 59 55 41 47 33 78 98
13016
svngoku
A secure Docker-based environment that allows AI assistants to safely execute c…
C 59 55 60 35 21 76 95
13017
windsornguyen
gmail-mcp Claim 1
An MCP server that enables management of Gmail messages, threads, labels, and d…
C 59 55 39 35 47 81 99
13018
vestimir
A starter kit for building Model Context Protocol servers that enables AI tools…
C 59 55 54 100 20 81 25
13019
davidvc
Provides a project memory bank and RAG context provider for enhanced code under…
C 59 54 60 25 N/A 26 90 89
13020
Dan-Camargo
mcp-ytTranscript Claim
Simple MCP server that returns the transcription of a Youtube video using url a…
C 59 54 50 35 N/A 23 90 96
13021
melody26613
Fetches current and three-day weather forecasts for any city using the wttr wea…
C 59 55 60 30 34 81 90
13022
Traia-IO
An MCP server that provides standardized tools for AI agents to interact with t…
C 59 55 53 43 24 80 91
13023
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
13024
namiraprita
Polyglot Claim 1
An MCP server that provides standardized translation services across six langua…
C 59 55 39 62 41 81 72
13025
Yevanchen
Exposes Dify applications (both Chatflow and Workflow) as MCP (Model Context Pr…
C 59 55 72 36 20 81 74
13026
Azoraqua
Minestom MCP Server Claim 1
An MCP server designed for developers to build and manage Minestom-based Minecr…
C 59 55 63 22 79 80 57
13027
tanteng
MCP Demo Claim 1
A demonstration Model Context Protocol server that includes a web-based interfa…
C 59 54 80 0 N/A 30 84 98
13028
wminson
Wraps the GitHub Copilot CLI to provide natural language command suggestions, e…
C 59 55 60 31 24 81 93
13029
creatuluw
Enables AI assistants to manage tasks in Directus databases with automatic sche…
C 59 66 78 72 0 21 81 96
13030
HyunJuHwan
Scenario Word Claim
A Model Context Protocol (MCP) server that allows Claude AI to interact with cu…
C 59 55 54 100 23 81 22
13031
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
13032
Lumos-Labs-HQ
Enables intelligent navigation and extraction of documentation from websites, a…
C 59 55 56 33 26 82 97
13033
mndambuki
Enables creation and management of Word documents from markdown content, with s…
C 59 66 90 58 0 19 81 97
13034
ToseaAI
mcp-ToseaAI Claim
Official MCP server for ToseaAI that enables document-to-presentation workflows…
C 59 55 54 0 76 81 99
13035
shervinemp
An MCP server that analyzes Python codebases using AST, stores code elements in…
C 59 55 63 28 21 81 98
13036
tonkatsutoast
Provides real-time and historical stock market data through the Alpha Vantage A…
C 59 54 42 38 N/A 19 95 100
13037
MyBlockcities
A template for creating custom tools for Cursor IDE using Model Context Protoco…
C 59 66 78 62 0 42 81 90
13038
Kyungpyo-Kim
Enables AI models like Claude to easily access and utilize subtitle data from Y…
C 59 55 80 35 34 81 54
13039
ahnlabio
bicscan-mcp Claim
Risk score / asset holdings of EVM blockchain address (EOA, CA, ENS) and even d…
C 59 55 42 35 52 80 92
13040
Areso
safe-ssh-mcp Claim
A secured scoped SSH MCP server for executing safe read-only diagnostic DevOps …
C 59 54 58 0 N/A 68 82 98
13041
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
13042
ag2-mcp-servers
An MCP server that provides access to the New York Times Newswire API, allowing…
C 59 55 45 57 21 81 84
13043
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
13044
GPBK-STUY
TreasuryOS Claim
An AI-powered treasury management MCP server that enables users to perform comm…
C 59 55 58 31 27 81 93
13045
divvi-xyz
Divvi MCP Server Claim
Enables AI assistants to automatically integrate Divvi referral tracking into J…
C 59 66 66 53 0 75 81 87
13046
vinitv
Enables web search capabilities through the Tavily API. Allows users to search …
C 59 55 54 37 25 81 92
13047
clappia-dev
clappia-mcp Claim 1
An MCP server that provides Clappia workspace, forms, workflows, submissions, a…
C 59 54 57 48 N/A 29 77 76
13048
mfang0126
A Model Context Protocol (MCP) Server that provides unified access to multiple …
C 59 55 78 65 16 81 35
13049
quanticsoul4772
Enables formal logical reasoning, mathematical problem-solving, and proof const…
C 59 66 96 32 0 57 80 91
13050
cuongpo
cuongpo-coti-mcp-1 Claim
Manage COTI accounts, deploy private ERC20 and ERC721 contracts, and transfer t…
C 59 66 72 61 0 47 76 100
Showing 13001–13050 of 66495 servers
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