MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31817
Scored
2112
Verified
16953
Complete

Last updated 7 hours, 24 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10301
gulbaki
A Model Context Protocol server that enables LLMs to explore and interact with …
C 65 55 57 58 23 80 100
10302
accelizero
Provides real-time cryptocurrency market data and technical indicators (EMA, MA…
C 65 55 72 58 19 81 81
10303
sakebomb
Early MCP Claim
Integrates with the EARLY (Timeular v4) API to manage activities, track time, a…
C 65 55 68 38 30 82 100
10304
accelizero
Provides stock market data and computes technical indicators like EMA, MACD, an…
C 65 55 72 61 19 82 79
10305
Diegoval-Dev
A minimal Model Context Protocol server that provides basic utility tools inclu…
C 65 54 74 36 N/A 16 95 93
10306
MusaddiqueHussainLabs
mhlabs_mcp_tools Claim 1
An MCP server that provides text preprocessing, NLP components, and document an…
C 65 54 45 48 N/A 58 90 89
10307
zezeron
tweetsave-mcp Claim
Enables fetching tweets, threads, and converting them to blog posts without req…
C 65 66 84 75 0 54 81 96
10308
markvp
A Node.js package that provides Model Context Protocol server infrastructure fo…
C 65 55 84 70 55 81 21
10309
RafaelCartenet
Model Context Protocol (MCP) server for Databricks that empowers AI agents to a…
C 65 55 76 23 N/A 52 81 92
10310
simon-77
DigiKey MCP Server Claim
Provides access to the DigiKey Product Search API v4, allowing users to search …
C 65 55 76 31 47 81 87
10311
joepangallo
cloud-agent Claim
AI software engineer — writes code, opens PRs, reviews code, generates tests, a…
C 65 66 94 78 0 57 72 89
10312
rflpazini
mcp-api-gateway Claim
A universal MCP (Model Context Protocol) server to integrate any API with Claud…
C 65 55 90 57 N/A 24 86 51
10313
vikrantsinghsikarwar
A Model Context Protocol (MCP) server that enables integration of joke delivery…
C 65 55 48 55 41 81 100
10314
yodakeisuke
This MCP server provides persistent memory integration for chat applications by…
C 65 55 78 82 17 81 48
10315
Aeolun
Repomix MCP Server Claim 2
An MCP server that packs repositories into AI-friendly files using the Repomix …
C 65 55 63 62 21 80 91
10316
creating-cat
Utilizes the Google Gemini API to generate context-specific categories and dive…
C 65 55 66 67 62 81 43
10317
abel9851
mcp-server-mariadb Claim 1
An mcp server that provides read-only access to MariaDB.
C 65 54 61 27 N/A 58 90 91
10318
saurabhsharma2u
search-console-mcp Claim 1
An MCP server to interact with Google Search Console and Bing Webmasters.
C 65 54 49 38 N/A 80 83 87
10319
Kalyani-Bambal
EKS MCP Server Claim 1
A Model Context Protocol server that provides programmatic access to Amazon EKS…
C 65 55 57 47 34 83 100
10320
xiaochenwin
An MCP service that automatically generates and manages rule files for Trae AI …
C 65 54 66 30 N/A 45 95 88
10321
r3-yamauchi
Enables safe management of MCP server configuration files for AWS Q Developer a…
C 65 54 54 72 N/A 41 92 58
10322
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
10323
ImRonAI
Automate cloud browsers to navigate websites, interact with elements, and extra…
C 65 66 90 72 0 53 81 93
10324
le-yo
MCP Weather Server Claim
A simple server that implements the Model Context Protocol, allowing AI models …
C 65 55 48 66 26 81 100
10325
limehawk
Dokploy MCP Server Claim
Enables AI models to interact programmatically with Dokploy servers to manage p…
C 65 55 48 58 39 82 99
10326
rohitsingh-iitd
Zillow MCP Server Claim 1
A Model Context Protocol server that provides real-time access to Zillow real e…
C 65 55 63 46 34 81 96
10327
Gyeom
OpenFGA MCP Server Claim 2
Enables users to manage OpenFGA authorization models, stores, and relationship …
C 65 55 88 50 45 78 55
10328
JoseTapiaUex
An advanced MCP server that enables asynchronous downloading of YouTube videos …
C 65 54 60 33 N/A 42 95 96
10329
burnssa
Afterpaths Claim
Session memory for AI coding agents. Search past sessions, extract rules, and t…
C 65 54 66 52 N/A 31 77 92
10330
ronniemh
Phrases MCP Server Claim
An elegant MCP server that lets users manage inspirational phrases directly thr…
C 65 55 60 60 19 81 99
10331
Tech-curator
Korean Patent MCP Claim
Enables searching and analyzing Korean patents through the KIPRIS API using nat…
C 65 55 66 46 50 81 82
10332
shiguri-01
Fusion MCP Claim 1
A Model Context Protocol server that connects LLMs with Autodesk Fusion, enabli…
C 65 54 59 36 N/A 42 95 93
10333
martingaston
mcp-gmail Claim
Enables interaction with Gmail through the Gmail API to read unread messages, r…
C 65 54 56 47 N/A 27 95 96
10334
laxmimerit
Provides access to real-time stock prices, financial statements, news, and opti…
C 65 55 68 26 59 80 97
10335
huanongfish
ArXiv MCP Server Claim 1
Enables AI assistants to search and access arXiv research papers through a simp…
C 65 55 78 74 43 81 38
10336
gregpriday
Memory MCP Claim 1
An MCP server that provides AI assistants with persistent, semantic memory usin…
C 65 55 45 100 35 81 56
10337
Leon4s4
A mem0-like memory system for GitHub Copilot that provides persistent knowledge…
C 65 54 60 41 N/A 37 95 91
10338
Noveum
API-Market MCP Server Claim 4
A Model Context Protocol server that exposes over 200+ APIs from API.market as …
C 65 55 77 82 41 76 36
10339
emeryray2002
Provides comprehensive security analysis tools for querying the VirusTotal API,…
C 65 55 60 47 37 82 96
10340
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
10341
PhialsBasement
MCP Server for the GitHub API, providing features for file operations, reposito…
C 65 55 69 56 20 81 86
10342
pgagarinov
Allows users to search and browse torrents on rutracker.org, retrieving detaile…
C 65 54 76 30 N/A 27 90 94
10343
pietrozullo
A FastMCP server that enables browser automation through natural language comma…
C 65 55 60 66 19 81 91
10344
kylastech
Kylas CRM MCP Server Claim 1
Model Context Protocol server for Kylas CRM lead operations, enabling lead crea…
C 65 54 53 43 64 83 90
10345
wxzhishang
Provides AI assistants with comprehensive Ant Design component documentation, e…
C 65 54 62 57 N/A 25 88 84
10346
nxGnosis
Provides tools to fetch up-to-date visa and immigration information for various…
C 65 55 60 100 28 81 39
10347
kareemaly
Enables AI-powered image analysis using OpenAI's Vision API and image generatio…
C 65 55 66 41 41 81 92
10348
lambda-tuber
PVV MCP Server Claim
Enables text-to-speech synthesis using VOICEVOX Web API with customizable speak…
C 65 54 62 20 N/A 69 95 84
10349
klutometis
opencode-mcp Claim 2
An MCP server that enables discovery and interaction with multiple OpenCode ins…
C 65 55 51 62 27 82 98
10350
cmarin
Enables structured, step-by-step problem-solving with dynamic revision and bran…
C 65 55 86 33 22 81 91
Showing 10301–10350 of 66495 servers
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