MCP Server Quality Scores

Independent quality analysis of 50632 public MCP servers

50632
Discovered
29751
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 58 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10251
funwarioisii
Cosense MCP Server Claim 2
An MCP server that allows Claude to access pages from Cosense projects, support…
C 65 54 63 48 N/A 19 95 90
10252
alDuncanson
Provides tools to query, search, and list Google Calendar events using the Mode…
C 65 55 54 40 66 76 99
10253
Skmalik768
Enables the generation of educational content such as multiple choice questions…
C 65 54 80 31 N/A 16 92 97
10254
edkranz
Up Bank MCP Server Claim
An MCP wrapper for Up Bank's API that allows Claude and other MCP-enabled clien…
C 65 55 60 43 41 81 98
10255
yjqian19
Enables extraction of EXIF metadata from JPG and PNG images using publicly acce…
C 65 55 60 61 26 81 90
10256
JPFrancoia
Jopmcp Claim 1
A MCP server for Joplin note-taking application that enables interaction with J…
C 65 54 39 63 N/A 23 95 100
10257
Acendas
Enables management of Bitbucket Cloud pull requests through natural language, i…
C 65 55 60 46 52 80 88
10258
hydavinci
Formula 1 Schedule Claim
Provide up-to-date and historical Formula 1 race schedules for any specified ye…
C 65 54 60 32 N/A 44 92 100
10259
jojodiaz
Test MCP Server Claim 1
A basic MCP server implementation for testing purposes. Communicates via stdio …
C 65 54 68 51 N/A 24 84 87
10260
Farad-Labs
Nexar MCP Server Claim
Enables searching for electronic components, comparing prices across distributo…
C 65 55 60 42 42 82 96
10261
suriyaprakash-25
Enables automated posting of videos to YouTube Shorts and Instagram Reels with …
C 65 55 60 68 16 81 90
10262
jigarbhoye04
MATLAB MCP Server Claim
Allows execution of MATLAB code from Python using the MATLAB Engine API, enabli…
C 65 54 66 31 N/A 43 95 88
10263
ysydhc
TeamMemory Claim
Team experience database - let AI accumulate, retrieve and apply team knowledge…
C 65 54 66 41 N/A 52 81 84
10264
mikkelkrogsholm
Enables AI assistants to fetch, index, and perform semantic RAG-based searches …
C 65 54 60 42 N/A 27 95 96
10265
LelonDelonMelon
DiagramMCP Claim
Enables the dynamic generation of various software development diagrams, such a…
C 65 55 72 56 16 81 90
10266
atilaahmettaner
AI-powered trading toolkit with backtesting, live sentiment, Yahoo Finance data…
C 65 54 66 33 55 84 89
10267
RobinBreugelmans-S
Enables checking npm packages for known security vulnerabilities using the OSV …
C 65 55 54 62 25 81 97
10268
SANKARAMDAS
A template for deploying authentication-free MCP servers on Cloudflare Workers,…
C 65 55 62 52 24 81 100
10269
cliffordru
MCP Meeting Agent Claim
Enhances meetings by providing technology trivia questions, interesting fun fac…
C 65 55 74 38 42 81 85
10270
Kiruthick7
Enables publishing blog posts directly to Dev.to through the Model Context Prot…
C 65 54 56 40 N/A 42 95 92
10271
chenningling
A tool that enables creating and querying Apple Reminders through natural langu…
C 65 54 78 33 N/A 39 95 71
10272
wwwzhouhui
Mermaid MCP Server Claim 1
A Model Context Protocol server that converts Mermaid diagram code into various…
C 65 55 39 82 44 81 80
10273
codingthefuturewithai
Screenshot MCP Server Claim 2
Enables AI tools to capture and process screenshots of a user's screen, allowin…
C 65 54 78 30 N/A 16 92 100
10274
yusuferenkt
A JSON-based database MCP server with JWT authentication that enables user mana…
C 65 55 72 75 N/A 23 95 45
10275
TermiX-official
Binance MCP Server Claim
A backend service that enables interaction with the Binance exchange API, allow…
C 65 55 54 71 27 81 85
10276
glucn
MCP DNS Claim
A Model Context Protocol tool that provides DNS querying capabilities for vario…
C 65 55 54 100 41 81 41
10277
chandanduttaind-sys
A foundational Model Context Protocol server demonstrating core functionality t…
C 65 54 66 28 N/A 47 91 95
10278
QBT-Labs
openmm-mcp Claim 1
AI-native crypto market making toolkit with 13 tools for DeFi analytics, CEX/DE…
C 65 55 76 0 77 81 100
10279
Nawaf-TBE
MCP Server Claim
A Node.js/TypeScript server implementing the Model Context Protocol that provid…
C 65 55 72 41 26 81 99
10280
mayronjr
Enables task management and Kanban board tracking using Google Sheets as a data…
C 65 55 54 62 29 82 91
10281
hbg
mcp-paperswithcode Claim
🐍 ☁️ MCP to search through PapersWithCode API
C 65 54 72 20 N/A 43 90 100
10282
lordbasilaiassistant-sudo
base-price-oracle-mcp Claim 2
MCP server for real-time token prices on Base from on-chain DEX pools.
C 65 55 51 100 N/A 34 95 33
10283
slavkurochkin
A simple demonstration MCP server that provides a basic arithmetic tool for add…
C 65 55 66 50 24 81 97
10284
zeatful
A FastMCP server that provides tools for querying and filtering people data fro…
C 65 55 74 41 22 81 99
10285
halflifezyf2680
MPM-Coding Claim
Local MCP server for reliable long-running AI coding workflows.
C 65 54 72 26 N/A 55 92 78
10286
WoodsGao
Trade MCP Server Claim
Provides real-time investment news, technical analysis via TA-Lib, and Binance …
C 65 55 72 50 25 81 87
10287
diegofornalha
Habilite recursos poderosos de pesquisa na web e extração de conteúdo. Realize …
C 65 54 72 40 N/A 17 95 89
10288
IKoreyoshiI
NetBrain MCP Claim
An open-source network operations integration platform that connects large lang…
C 65 55 66 53 28 77 96
10289
Leon4s4
A mem0-like memory system for GitHub Copilot that provides persistent knowledge…
C 65 54 60 41 N/A 37 95 91
10290
benbonn
An MCP server that allows Copilot Studio and GitHub Copilot to generate differe…
C 65 55 41 67 55 80 87
10291
ABAKHAR721
A basic MCP server setup guide demonstrating how to configure and run Python-ba…
C 65 54 72 36 N/A 21 95 90
10292
JonoCX
Strava MCP Claim
A Claude MCP server that lets users query and analyze their Strava activity dat…
C 65 54 60 38 N/A 39 95 90
10293
atikant-sql
Enables Claude to access and analyze your Strava activities through OAuth authe…
C 65 54 66 38 N/A 25 95 94
10294
aidityasadhakim
A serverless Model Context Protocol (MCP) implementation for Cloudflare Workers…
C 65 54 48 68 N/A 21 95 84
10295
juliengrelet
Enables interaction with the Wisembly API to fetch and manage event data, inclu…
C 65 55 54 100 23 81 53
10296
mschneider82
openweather Claim
A simple MCP service that provides current weather and 5-day forecast using the…
C 65 55 62 43 45 86 89
10297
stucchi
Italy OpenData Claim
Italian open data: municipalities, provinces, regions, postal codes, coordinate…
C 65 54 66 33 N/A 29 95 99
10298
hwillGIT
OneNote MCP Server Claim 1
An MCP server that enables AI assistants to programmatically browse and interac…
C 65 55 75 38 21 81 100
10299
xiaochenwin
An MCP service that automatically generates and manages rule files for Trae AI …
C 65 54 66 30 N/A 45 95 88
10300
da-okazaki
An MCP (Model Context Protocol) server that provides seamless integration betwe…
C 65 66 84 71 0 61 81 97
Showing 10251–10300 of 50632 servers
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