MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 3 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12001
BACH-AI-Tools
An MCP server for accessing the Twitter/X Api45 API, allowing users to retrieve…
C 62 55 41 100 45 81 38
12002
coderleo
MCP MySQL Server Claim
Enables secure read-only access to MySQL databases through SELECT queries via H…
C 62 55 72 33 28 81 87
12003
nathanielnoyd
Metro MCP Claim
Enables users to interact with Washington DC Metro (WMATA) transit system throu…
C 62 66 78 72 0 39 80 100
12004
JunkaiWang-TheoPhy
A template for deploying MCP servers on Cloudflare Workers without authenticati…
C 62 55 48 67 21 81 84
12005
Nikhil-Kandekar
Enables automated GitHub login through browser automation using Playwright. Pro…
C 62 54 54 36 N/A 26 95 97
12006
ko1ynnky
An MCP server that enables AI assistants to manage GitHub Actions workflows by …
C 62 55 47 73 38 76 71
12007
montevive
penpot-mcp Claim
Penpot MCP server
C 62 55 48 41 N/A 48 81 97
12008
mobilehackinglab
A server that exposes the Jadx decompiler API over HTTP, enabling Claude to int…
C 62 55 60 30 46 80 94
12009
mmulqu
A Cloudflare Workers-based MCP server template for building remote MCP servers …
C 62 55 48 70 24 81 81
12010
lsaavedr
MCP Duty Pharma Claim
MCP Duty Pharma
C 62 55 48 82 57 81 39
12011
ssimonitch
A Model Context Protocol server that allows LLMs to interact with Game Boy game…
C 62 54 45 33 N/A 44 90 100
12012
wgh1992
A serverless deployment for running Model Context Protocol (MCP) servers on Clo…
C 62 55 48 68 21 81 83
12013
EloiBiesek
n8n-mcp Claim
C 62 66 96 43 0 69 77 92
12014
NewJerseyStyle
Pyke MCP Server Claim 1
An MCP server for the Pyke logic programming engine that enables LLMs to perfor…
C 62 55 39 36 67 80 99
12015
donghunee
Basic MCP Server Claim
A minimal demonstration MCP server showcasing basic tools, resources, and promp…
C 62 55 66 50 26 81 81
12016
cr7258
A Model Context Protocol server that enables AI models to perform real-time int…
C 62 55 49 31 56 82 97
12017
mzdz
Provides basic arithmetic operations and advanced mathematical functions throug…
C 62 55 66 38 18 81 99
12018
rog0x
regex Claim
Regex test, explain, replace patterns for AI agents
C 62 54 72 0 N/A 53 91 98
12019
lgrassin
A template for deploying a remote Model Context Protocol server on Cloudflare W…
C 62 55 48 65 29 84 79
12020
sanchorelaxo
Enables control of OpenSimulator virtual world servers through console commands…
C 62 55 54 82 21 81 62
12021
wmoto-ai
MCP Outlook Tools Claim 1
A Model Context Protocol server that enables AI assistants to interact with Mic…
C 62 54 45 43 N/A 45 95 84
12022
mifactory-bot
Mifactory Claim
Extract clean text and metadata from any URL to simplify web data collection. T…
C 62 55 66 41 23 80 95
12023
marc-shade
world-intel-mcp Claim
100+ tool MCP server for real-time global intelligence — markets, FX, bonds, ea…
C 62 55 60 33 N/A 48 81 91
12024
Myestery
Provides direct access to Chrome DevTools Protocol for browser automation, enab…
C 62 54 54 58 N/A 27 80 83
12025
Cyreslab-AI
A Model Context Protocol (MCP) server that provides access to Crunchbase data f…
C 62 66 84 72 0 42 81 92
12026
Richard-Zhangxj
Enables interaction with SAP systems through RESTful APIs via MCP protocol. Sup…
C 62 55 78 43 16 81 81
12027
MAKaminski
Home Depot MCP Server Claim 2
Provides comprehensive investment research and analysis for The Home Depot, Inc…
C 62 55 72 70 22 82 47
12028
prajwalnayak7
MCP Server Redis Claim
A server that provides Claude with Redis database access and operations through…
C 62 55 60 27 44 80 99
12029
ikhyunAn
Enables users to create, manage, and analyze investment portfolios with real-ti…
C 62 55 72 36 22 80 91
12030
andyl25
An MCP server that enables querying and interacting with Google Cloud services …
C 62 55 63 47 20 81 91
12031
joepangallo
mcp-audit-server Claim
Thin MCP and CLI proxy for AI agent and MCP security auditing via a hosted back…
C 62 55 86 0 N/A 67 69 94
12032
FelipeAdachi
Enables AI agents to search the USDA's FoodData Central database and retrieve d…
C 62 55 60 32 40 82 94
12033
ToolOracle
CarbonOracle Claim
CO2 & Climate Intelligence MCP — live EU ETS carbon price, real-time grid carbo…
C 62 55 84 0 40 82 100
12034
glassBead-tc
Provides current weather data and city comparisons for any location with suppor…
C 62 55 66 35 22 82 100
12035
cdugo
Fetches package documentation from multiple language ecosystems (JavaScript, Py…
C 62 55 70 82 44 81 21
12036
nakamura196
Genji MCP Server Claim
Provides access to the Genji API for searching and analyzing classical Japanese…
C 62 66 84 61 0 44 81 98
12037
Dataojitori
Enables AI agents to interact with Bluesky social network through optimized, to…
C 62 55 66 41 25 77 96
12038
egawata
Generates creative illustration prompts featuring characters from the Love Live…
C 62 55 46 60 32 80 88
12039
OfficeMCP
OfficeMCP Claim
A server that allows AI models to automate Microsoft Office applications (Word,…
C 62 55 76 28 27 81 90
12040
nathanonn
MCP URL Fetcher Claim 1
A Model Context Protocol server that enables LLMs to fetch and process web cont…
C 62 55 45 62 21 80 97
12041
kukapay
uniswap-pools-mcp Claim 1
An MCP server for querying Uniswap pools/pairs by token address, delivering cle…
C 62 55 49 43 39 81 97
12042
allistera
Homey MCP Server Claim
Enables interaction with Homey smart home devices through natural language, all…
C 62 64 78 66 0 30 95 98
12043
BACH-AI-Tools
Provides a comprehensive suite of utility tools for string manipulation, mathem…
C 62 55 50 55 45 80 77
12044
nexus-aissam
MCP Start App Claim 1
A comprehensive local file management and system operations server that provide…
C 62 54 66 36 N/A 20 90 91
12045
aotal
Exposes DICOM operations as tools for AI agents to interact with medical imagin…
C 62 55 54 53 24 81 91
12046
ErikNguyen20
ScholarScope MCP Claim
Enables academic research through the OpenAlex API, allowing users to search fo…
C 62 55 54 38 43 81 95
12047
SufyaanKhateeb
A Model Context Protocol server demonstrating user management capabilities with…
C 62 55 57 82 N/A 23 95 37
12048
ilyashikalov
Smithery Scaffold Claim
Provide a scaffold for building MCP servers with integrated schema validation a…
C 62 54 30 60 N/A 26 95 100
12049
brianshin22
YouTube Translate MCP Claim 1
A Model Context Protocol server that enables access to YouTube video content th…
C 62 55 45 47 45 78 96
12050
danix800
Hello Claim
Send a friendly greeting to anyone. Personalize quick intros and acknowledgment…
C 62 54 42 50 N/A 17 95 100
Showing 12001–12050 of 30006 servers
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