MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13101
Kanta-Inc
A Model Context Protocol server that enables AI assistants to interact with Kan…
C 59 66 75 75 0 27 81 93
13102
JackKuo666
Enables AI assistants to search and access clinical trial data from ClinicalTri…
C 59 55 64 32 19 81 94
13103
TakanariShimbo
DateTime MCP Server Claim 1
A Model Context Protocol server that provides tools to get the current date and…
C 59 55 45 87 26 81 47
13104
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
13105
VlaadislavKr
Enables seamless interaction with MySQL, PostgreSQL, and SQLite databases throu…
C 59 55 54 53 26 71 86
13106
pinion05
Same functionality, consuming only 1/20 of the context window tokens.
C 59 66 80 72 0 29 81 85
13107
jessicayanwang
Fetch latest and historical currency exchange rates from Frankfurter. Convert a…
C 59 66 66 61 0 54 81 94
13108
choec77
NCP MCP Server Claim
Enables conversational management of Naver Cloud Platform infrastructure throug…
C 59 55 72 63 24 81 42
13109
jwangkun
Enables real-time stock market analysis through AKShare API integration. Suppor…
C 59 55 72 36 16 81 81
13110
Yevanchen
Exposes Dify applications (both Chatflow and Workflow) as MCP (Model Context Pr…
C 59 55 72 36 20 81 74
13111
Omkar4141
Test MCP Server Claim
A demonstration MCP server project showcasing both local and remote server setu…
C 59 55 62 31 30 80 86
13112
bitscorp-mcp
Access your Adjust data seamlessly from any MCP client. Query reports, metrics,…
C 59 55 60 42 N/A 23 81 80
13113
giancarloerra
socraticode Claim 3
MCP server for local codebase indexing, semantic search, and code dependency gr…
C 59 64 61 61 0 88 69 90
13114
paulasilvatech
Specky Claim 1
An MCP server for Spec-Driven Development that transforms natural language idea…
C 59 55 69 0 59 80 91
13115
JustineQinLao
A minimal Model Context Protocol server built with FastMCP that provides basic …
C 59 54 42 32 N/A 27 95 98
13116
Utkarshchaudhary009
YtMCP Claim 1
A Model Context Protocol server providing comprehensive read-only access to You…
C 59 55 45 36 40 83 95
13117
11hritik11
Chess MCP Server Claim
Enables playing chess games with legal move validation and AI opponent moves po…
C 59 54 48 23 N/A 35 95 93
13118
ISimon3
MCP server that enables human-in-the-loop workflow in AI-assisted development t…
C 59 54 48 55 N/A 20 95 68
13119
xiaomayisjh
Enables scientific computing, mathematical problem solving, and step-by-step ma…
C 59 55 62 32 22 81 93
13120
andrewkkchan
MCP Fivetran Claim
A server implementation that enables AI assistants to interact with Fivetran's …
C 59 55 60 32 23 78 96
13121
patw
Enables natural language queries against a MongoDB movie database to search fil…
C 59 55 60 25 37 82 90
13122
JordanDalton
A minimalist MCP server that integrates with Laravel Forge, allowing users to m…
C 59 55 48 67 18 81 72
13123
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
13124
harishsg993010
An educational project that deliberately implements vulnerable MCP servers to d…
C 59 55 68 15 33 81 95
13125
iambond50-svg
Enables AI assistants to query, filter, and analyze local HTTP capture records …
C 59 54 48 33 N/A 27 92 92
13126
chrisguidry
YNAB MCP Server Claim 1
An MCP server that provides Large Language Models with access to YNAB (You Need…
C 59 55 45 37 31 81 99
13127
byjit
Toolkits MCP Claim
A collection of image processing tools that enables users to optimize images, r…
C 59 54 48 30 N/A 31 92 93
13128
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
13129
AmeyMedewar
Automates cold email outreach for job applications by parsing job postings, gen…
C 59 54 60 27 N/A 21 95 87
13130
kumr192
Provides secure, remote access to the Oracle Fusion Cloud Accounts Receivable R…
C 59 66 78 71 0 28 80 88
13131
avivshafir
trykittai-mcp-server
C 59 55 56 27 41 81 91
13132
tomekkorbak
Strava MCP Server Claim 1
A Model Context Protocol server that provides language models with access to St…
C 59 55 47 37 44 81 89
13133
Talismanic
URL Shortener MCP Claim
Provides a simple tool to shorten URLs using the CleanURI API, designed to run …
C 59 55 60 20 42 81 94
13134
wminson
Wraps the GitHub Copilot CLI to provide natural language command suggestions, e…
C 59 55 60 31 24 81 93
13135
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
13136
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
13137
jorge6242
FRD Orchestrator Claim 1
An MCP server that exposes structured Functional Requirements Documents (FRDs) …
C 59 54 41 37 N/A 27 94 96
13138
shreyansh-ghl
MySQL MCP Server Claim 2
A Model Context Protocol server providing read-only access to MySQL databases, …
C 59 55 57 51 20 71 91
13139
xiaobenyang-com
A demonstration project of an MCP server for injecting advertisements into LLM …
C 59 66 72 66 0 45 81 92
13140
peidaqi
Enables LLMs to retrieve stock market data and financial information from Yahoo…
C 59 55 62 17 36 82 99
13141
aliemregencer
Provide a flexible MCP server implementation that integrates with external tool…
C 59 54 54 43 N/A 21 95 77
13142
Kyungpyo-Kim
Enables AI models like Claude to easily access and utilize subtitle data from Y…
C 59 55 80 35 34 81 54
13143
liuyazui
Base64 MCP Server Claim
A simple and efficient MCP server that provides Base64 encoding and decoding fu…
C 59 55 60 36 22 81 89
13144
sauniket
Enables AI agents to retrieve real-time stock data, manage watchlists, and perf…
C 59 55 48 33 43 80 93
13145
luochang212
Card Magic MCP Claim 1
Implements the Chico & Dico card magic trick by encoding a hidden fifth card wi…
C 59 55 56 41 50 83 62
13146
themeselection
FlyonUI MCP Server Claim
An AI-powered Tailwind builder that helps developers create, inspire, and refac…
C 59 64 68 55 0 45 95 92
13147
b-open-io
A collection of Bitcoin SV tools for the Model Context Protocol that enables AI…
C 59 66 86 43 0 56 81 91
13148
1193776794
Frida Agent MCP Claim
An AI-driven Android dynamic analysis tool that enables AI models to perform au…
C 59 54 48 33 N/A 29 90 95
13149
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
13150
csrdltte
Provide a streamlined and extensible MCP server implementation that enables sea…
C 59 54 30 60 N/A 4 95 100
Showing 13101–13150 of 67226 servers
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