MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 1 day ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
20551
lyxamour
lyxamour-mcp Claim
A comprehensive Python MCP server with built-in knowledge base (SQLite + FTS5),…
C 59 44 68 50 29 81
20552
Ashif4354
StreamStorm Claim
Bot to Spam messages on YouTube Live Stream Chat with an integrated MCP Server …
C 59 43 54 37 N/A 50 95
20553
shyinlim
A Model Context Protocol (MCP) server that provides seamless integration betwee…
C 59 43 58 42 N/A 43 90
20554
babelcloud
gbox Claim
Gru-sandbox(gbox) is an open source project that provides a self-hostable sandb…
C 59 44 60 31 66 80
20555
vijitdaroch
Provides AI assistants with access to comprehensive financial data including re…
C 59 44 64 40 49 81
20556
soxoj
A curated list of OSINT MCP servers. Pull requests are welcomed!
C 59 33 44 N/A N/A 35 95
20557
commiegod
AI agent access to Commoner's DAO — auction, governance, treasury, and discussi…
C 59 43 60 41 N/A 34 95
20558 C 59 43 50 65 N/A 25 89
20559
rmtech1
Model Context Protocol (MCP) server implementation for semantic search and memo…
C 59 44 64 56 22 82
20560
foxintheloop
uptier Claim
MCP-powered To-Do application with intelligent task prioritization
C 59 43 64 28 N/A 50 90
20561
szaffarano
org-mcp-server Claim 1
MCP server for org-mode and org-roam knowledge base management
C 59 43 49 31 N/A 70 92
20562
bbruhn91
Enables AI assistants to interact with the aedifion cloud platform for building…
C 59 43 60 37 45 90
20563
amilcar-laniakea
Enables automated blog post creation and management for Astro blogs deployed on…
C 59 44 50 72 26 81
20564
LeadBroaf
MCP Agent Server Claim
An open-source "brain" for AI employees that enables users to create, manage, a…
C 59 44 60 55 31 81
20565
zebbern
claude-code-mcp Claim
Model Context Protocol (MCP) servers with Claude Code. These tools dramatically…
C 59 33 54 N/A N/A 18 95
20566
EmilLindfors
Browser automation for Claude via WebDriver and MCP. Support for Chrome/Firefox…
C 59 43 60 32 N/A 53 90
20567
LadislavSopko
MCP AI Server for Visual Studio. 20 Roslyn-powered tools giving AI assistants s…
C 59 33 54 N/A N/A 21 95
20568
gingerol
A server that enables control of Unreal Engine 5.5+ using natural language comm…
C 59 43 72 20 N/A 43 95
20569
rudazy
web3-mcp-hub Claim
The definitive open-source registry of Model Context Protocol (MCP) servers for…
C 59 43 60 30 N/A 51 92 HT
20570
sfncat
Joern MCP Server Claim
A simple MCP (Multimodal Conversational Plugin) server based on Joern that prov…
C 59 43 56 37 N/A 47 95
20571
aliomraniH
A Python MCP server that provides a lightweight CRM by integrating Google Sheet…
C 59 44 76 43 25 78
20572
Kiran1689
A modular, extensible MCP Server for managing Storyblok spaces, stories, compon…
C 59 44 66 41 N/A 43 81
20573
runablehq
mcp_ctl Claim
A package manager to manage all your mcp servers across platforms
C 59 43 58 41 N/A 44 90
20574
cfocoder
Provides AI assistants access to comprehensive financial data including real-ti…
C 59 44 64 41 45 81
20575
Positronikal
A professional implementation of a Model Context Protocol server that enables i…
C 59 43 56 22 N/A 64 95
20576
SsdSalesman
TrendRadar Claim
An aggregator for real-time hot topics and news from major social and financial…
C 59 43 66 28 N/A 45 92
20577
Junwoo-Seo-1998
BOJ MCP Server Claim
Enables AI assistants to access solved.ac user profiles and search Baekjoon Onl…
C 59 44 50 67 32 81
20578
kensave
A lightning-fast, language-agnostic code analysis MCP (Model Context Protocol) …
C 59 43 58 33 N/A 52 90
20579
BACH-AI-Tools
Enables retrieval of random inspirational quotes from various categories includ…
C 59 44 50 60 45 80
20580
ethan2000liu
Multi-Agent Conversation Protocol server for accessing NASA's Astronomy Picture…
C 59 43 60 52 N/A 21 95
20581
kevinzhang03
Enables programmatic control of Ableton Live using natural language to manage s…
C 59 43 66 31 N/A 45 90
20582
wycats
MCPify Claim
A dynamic proxy that converts OpenAPI Specification (OAS) endpoints into Messag…
C 59 44 60 52 38 81
20583
r0d8lsh0p
An AI agent built in n8n which can find and use Model Context Protocol (MCP) Se…
C 59 33 48 N/A N/A 30 95
20584
NicolasPirello
Enables AI assistants to connect and query Microsoft SQL Server databases using…
C 59 44 78 31 34 81
20585
MCP-Pipeline
MCPStack Claim
Stack & Orchestrate MCP Tools — The Scikit-Learn-Pipeline Way , For LLMs
C 59 43 60 25 N/A 57 95
20586
aryahadii
A Model Context Protocol server that provides read-only access to Slack data in…
C 59 43 41 66 N/A 34 95
20587
markswendsen-code
Hopper MCP Server Claim 1
Enables AI assistants to search flights and hotels, access AI-powered price for…
C 59 44 86 30 30 76
20588 C 59 43 64 41 N/A 33 92
20589
MCP-Defender
MCP-Defender Claim
Desktop app that automatically scans and blocks malicious MCP traffic in AI app…
C 59 43 54 26 N/A 65 95
20590
SylphxAI
CodeRAG Claim
A high-performance MCP server providing lightning-fast hybrid code search using…
C 59 44 58 30 69 82
20591
dandeliongold
MCP (Model Context Protocol) Configuration Editor
C 59 43 56 28 N/A 63 92
20592
LeePresident
TrendRadar Claim
An AI-powered news and trend aggregator that tracks real-time hot topics and RS…
C 59 44 70 30 50 82
20593
byndcloud
An MCP server that integrates the Dex personal CRM API with AI assistants to ma…
C 59 44 45 71 35 82
20594
popcornspace
Voice Call MCP Server Claim 1
A Model Context Protocol server that enables AI assistants like Claude to initi…
C 59 44 45 65 47 81
20595
webhiveos
WebHive Claim 1
Meet WebHive, the AI-powered browser that takes care of tasks for you. No more …
C 59 43 60 30 N/A 46 95
20596
KuudoAI
amazon_ads_mcp Claim 2
Amazon Ads API MCP server for Amazon Advertising API
C 59 43 60 41 N/A 79 62
20597
ai-api-booster
Enables interaction with blockchain networks through the Rosetta API standard f…
C 59 44 60 58 28 81
20598
CyranoB
duckduckgo-mcp Claim
Search the web using DuckDuckGo and fetch/convert web content using Jina Reader…
C 59 43 64 12 N/A 68 95
20599
Ray0907
git-mcp-server Claim 1
MCP server for GitLab and GitHub
C 59 43 65 35 N/A 50 83
20600
JohanLi233
MCP Sandbox Claim
An interactive Python code execution tool that allows users and LLMs to safely …
C 59 44 56 38 63 81
Showing 20551–20600 of 30006 servers
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