MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 6 hours, 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12551
Praeses0
Lutris MCP Server Claim
Enables AI assistants to browse, search, and manage a Lutris Linux gaming libra…
C 61 54 68 0 N/A 56 91 97
12552
lukeylias
A Model Context Protocol server that provides AI assistants access to Mesh Desi…
C 61 55 57 48 19 81 94
12553
BerejikB
LmsPs Claim
Enables interaction with a persistent PowerShell session through LM Studio. Pro…
C 60 55 62 82 42 81 24
12554
JackKuo666
Weather-MCP-Server Claim
This is a Model Context Protocol (MCP) server that provides weather information…
C 60 55 60 31 23 81 100
12555
octid-io
osmp Claim
Agentic AI instruction encoding. 86.8% vs JSON. Inference-free decode. Any chan…
C 60 54 72 0 N/A 38 91 96
12556
kpfitzgerald
youtube-mcp Claim
A FastMCP server providing 25 tools for interacting with the YouTube Data API v…
C 60 55 60 35 31 81 88
12557
sougatabh
Enables access to National Stock Exchange (NSE) market data through the Upstox …
C 60 55 68 31 21 80 92
12558
xcollantes
Jira MCP Claim
Enables control and interaction with Jira through the Jira Command Line interfa…
C 60 66 72 61 0 74 67 96
12559
dytavan
Generates secure random passwords and memorable passphrases with customizable o…
C 60 55 48 47 27 81 94
12560
LeandroPG19
cuba-memorys Claim
Persistent memory MCP server. 25 tools, BM25+MMR+OOD retrieval, CFR-21 audit, k…
C 60 54 60 36 N/A 33 92 75
12561
tmhr1850
Backlog MCP Server Claim
Provides access to Backlog API for project management, issue tracking, and file…
C 60 55 54 87 42 81 26
12562
deploya-labs
AI-driven browser automation server that implements the Model Context Protocol …
C 60 55 54 82 N/A 41 95 19
12563
hngkr
MCP Releases Server Claim 1
An MCP server that provides GitHub release information through the Model Contex…
C 60 55 47 46 29 82 93
12564
DuttaAyush
MCP Server Demo Claim
A demonstration server that provides tools for analyzing project structures and…
C 60 54 54 31 N/A 21 95 92
12565
wudongjie
Weather MCP Server Claim
Provides real-time weather information and forecasts, connecting AI assistants …
C 60 55 62 82 23 81 37
12566
Gatescrispy
A comprehensive integration for Google Analytics 4 providing 54 tools for advan…
C 60 55 58 36 41 81 85
12567
harshwadhawe
Provides AI assistants with intelligent access to Google Calendar data, enablin…
C 60 55 60 43 21 81 90
12568
johnneerdael
Enables management of Netskope Network Private Access (NPA) infrastructure thro…
C 60 55 60 60 33 81 60
12569
aglitch120
PubMed MCP Server Claim
Enables comprehensive biomedical literature research through PubMed database ac…
C 60 66 86 55 0 39 81 99
12570
ayv8er
A Model Context Protocol server implementation that provides endpoints for wall…
C 60 55 33 81 20 81 81
12571
huanshenyi
A Cloudflare Workers-based MCP server implementation that supports OAuth login …
C 60 55 54 62 21 81 75
12572
muriloruiz91-maker
Enables users to fetch jokes from multiple sources including Chuck Norris jokes…
C 60 55 60 17 44 81 100
12573
zhixiaoqiang
A Model Context Protocol server that manages desktop images, providing function…
C 60 55 41 100 N/A 24 95 24
12574
king-of-the-grackles
AI-powered Reddit intelligence for market research and competitive analysis. Di…
C 60 66 88 43 0 57 80 94
12575
J621111
Enables the automatic generation of complete Live2D models from a single photo …
C 60 54 62 27 N/A 27 90 90
12576
PK-SANGAMESWAR
Enables tracking and managing personal expenses through a local SQLite database…
C 60 54 60 30 N/A 24 91 91
12577
RalphLi213
Transforms chat conversations with AI into structured markdown summaries and au…
C 60 54 54 30 N/A 23 95 92
12578
sumik5
Enables translation of SRT subtitle files from English to Japanese using local …
C 60 55 54 38 42 81 86
12579
kaitoy
Enables searching NASA's image library and navigating results with an interacti…
C 60 55 82 0 54 70 98
12580 C 60 54 48 42 N/A 42 95 70
12581
501336North
A hosted MCP server providing current time, date, and timezone conversion tools…
C 60 66 84 62 0 35 82 92
12582
ratchanonth60
A flexible Model Context Protocol server that enables LLMs to interact with dat…
C 60 55 60 31 34 81 91
12583
kukapay
nft-analytics-mcp Claim 1
An MCP server that delivers NFT collection analytics powered by data from Dune …
C 60 55 45 40 38 81 96
12584
yz0903
AutoBot MCP Claim
Enables remote control and automation of Android devices through the Model Cont…
C 60 55 54 36 29 81 97
12585
lucoo01
Enables AI assistants to fetch and analyze web content from URLs through MCP pr…
C 60 55 66 38 19 81 90
12586
R3verseIN
HackerMCP Claim
A module that enables AI assistants to access and utilize common penetration te…
C 60 54 48 25 N/A 42 95 94
12587
hostinger
A production-ready remote MCP server that performs comprehensive SEO audits, pr…
C 60 55 60 33 21 83 100
12588
Sunwood-ai-labs
A Model Context Protocol server that enables management of GitLab Kanban boards…
C 60 55 65 56 19 81 67
12589
itsablabla
Personal home automation server integrating unified messaging (Beeper), home se…
C 60 66 84 67 0 30 81 91
12590
DekaCube
A minimal, dockerized template for creating HTTP-based Model Context Protocol s…
C 60 55 60 35 16 81 100
12591
mateusribeirocampos
NPM MCP Server Claim 1
A Model Context Protocol server that allows AI models to fetch detailed informa…
C 60 55 53 55 28 78 80
12592
lopisan
Enables LLMs to interact with ROS1 Noetic robotic systems by providing tools fo…
C 60 55 66 31 28 80 90
12593
CoutinhoTTS
MCP Server Starter Claim
A basic structure to build and run local tools that support the Model Context P…
C 60 55 54 100 40 81 11
12594
Racy324
Weather MCP Server Claim
Enables real-time weather queries for 12 major Chinese cities and global locati…
C 60 55 54 31 42 81 94
12595
Otman404
Enables LLMs to retrieve real-time stock and cryptocurrency prices and news usi…
C 60 55 66 25 23 82 96
12596
pinion05
Claude Code can't do everything well. This MCP covers Claude Code's weaknesses …
C 60 54 42 50 N/A 20 87 100
12597
whdghk1907
A Model Context Protocol server providing comprehensive Korean stock market ana…
C 60 55 69 33 34 81 80
12598
lukaskostka99
Discover high-impact keyword ideas across Central and Eastern European and Engl…
C 60 66 78 72 0 30 80 94
12599
pontusab
Resend MCP Server Claim 1
Allows sending emails through the Resend service using a standardized Model Con…
C 60 55 48 63 13 81 88
12600
stape-io
stape-mcp-server Claim
C 60 66 72 72 0 55 80 84
Showing 12551–12600 of 66495 servers
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