MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31828
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14501
Rahii123
Provides real-time weather alerts from the National Weather Service, news searc…
D 51 66 60 41 0 31 81 96
14502
nanchengjiumeng
Enables querying weather forecasts (1-7 days) and meteorological warnings for C…
D 51 66 56 58 0 22 81 84
14503
Odds7
Crypto market intelligence: regime detection, funding rates, liquidations, pric…
D 51 66 72 27 0 29 81 94
14504
robobobby
mcp-danish-weather Claim
Provides access to Danish weather data from the Danish Meteorological Institute…
D 51 66 72 30 0 30 81 92
14505
kaz29
A Model Context Protocol server implementation using NestJS with DDD/Clean Arch…
D 51 55 27 27 34 84 90
14506
xiaobenyang-com
An MCP server that converts Markdown content to Notion API-compatible formats, …
D 51 66 57 38 0 45 81 88
14507
NingNing0111
Mail MCP Server Claim 1
An MCP server that provides email sending capabilities via SMTP, featuring tool…
D 51 55 27 32 45 81 79
14508
sendsta
An MCP server designed to automate tender and RFQ pricing by extracting require…
D 51 55 39 25 22 80 87
14509
langchain-ai
An MCP server that provides tools to load and fetch documentation from any llms…
D 50 66 53 25 0 66 81 90
14510
idapixl
Pay-per-use web research for AI agents on Apify. Search (Brave + DuckDuckGo), f…
D 50 66 76 0 0 64 81 89
14511
fabiogomez
Shell MCP Server Claim
Enables execution of shell commands through a terminal tool and provides access…
D 50 54 54 25 N/A 24 77 66
14512
switchblxdee
MCP Guide Claim
A guide for implementing Model Context Protocol (MCP) servers that provide AI m…
D 50 55 42 35 34 81 58
14513
Attilio81
MCP Public APIs Claim 1
An MCP server that indexes the public-apis catalogue, allowing LLMs to search a…
D 50 55 45 0 27 82 99
14514
guilhermelirio
An MCP server that enables querying detailed address information from Brazilian…
D 50 66 33 63 0 40 81 88
14515
davibauer
COTI MCP Server Claim
Enables AI applications to interact with the COTI blockchain for private token …
D 50 66 78 10 0 52 76 92
14516
angrysky56
Memvid MCP Server Claim 1
A Model Context Protocol server that encodes text, PDFs, and other content into…
D 50 55 33 27 25 76 92
14517
noomgithub2020
A Model Context Protocol server that delivers various types of jokes (Chuck Nor…
D 50 66 33 55 0 41 81 100
14518
Citedy
Full-stack AI marketing toolkit with 41 MCP tools. Scout X/Reddit trends, analy…
D 50 66 66 10 0 63 81 91
14519
jongan69
Remote MCP Server Claim
A Cloudflare Workers-based server implementing the Model Context Protocol that …
D 50 66 54 52 0 32 81 82
14520
xiaobenyang-com
Access Apple's official developer documentation, frameworks, APIs, and WWDC vid…
D 50 64 72 37 0 45 95 47
14521
Isaac-theori
Character Counter Claim
Count occurrences of any character in text with precision. Quickly check freque…
D 50 54 50 31 N/A 27 95 42
14522
hyunol7
A Model Context Protocol server that integrates with Slack API, allowing users …
D 50 55 45 43 16 82 58
14523
mottibec
An MCP server implementation that enables dynamic configuration of OpenTelemetr…
D 50 54 45 31 N/A 47 90 35
14524
jxnl
A Model Context Protocol server implementation that provides a standardized int…
D 50 66 45 66 0 17 81 91
14525
tonih23
Enables AI agents to search and analyze clinical trial data from ClinicalTrials…
D 50 55 38 22 19 81 91
14526
stefanstranger
MCP Server for retrieving Signal messages using signal-export logic.
D 50 54 27 22 N/A 19 95 88
14527
davanstrien
An unofficial MCP server that provides semantic search capabilities for Hugging…
D 50 66 60 33 0 40 81 92
14528
xiaobenyang-com
Chess Claim 1
An MCP server that provides chess FEN (Forsyth Edwards Notation) symbol validat…
D 50 64 57 68 0 45 95 35
14529
mcpol-studio
SSH MCP Server Claim 1
An MCP server that enables AI assistants to execute shell commands and manage f…
D 50 55 45 15 40 67 88
14530
sarathvad1811
An MCP server implementation that enables users to interact with the PokeAPI to…
D 50 55 33 25 16 81 96
14531
xiaobenyang-com
Atlas-Docs Claim
The Atlas Docs MCP server provides technical documentation of libraries and fra…
D 50 64 72 67 0 45 95 15
14532
MSAdministrator
Enrichment MCP Server Claim 1
A Model Context Protocol server that enables users to perform third-party enric…
D 50 55 51 20 16 81 79
14533
boluoyanshu
A server that integrates with Claude to merge facial images with ID photo backg…
D 50 55 48 17 16 81 82
14534
132262B
Provides guidelines for writing proper apologies based on the situation, relati…
D 50 55 42 22 25 81 78
14535
jeneen24
A multi-functional AI agent with an Arabic legal chatbot, Google search capabil…
D 50 54 44 22 N/A 16 95 67
14536
YashKushwaha
Provide a simple and minimal MCP server implementation to help developers get s…
D 50 54 24 17 N/A 19 92 100
14537
echomindr
echomindr Claim
Real founder decisions, lessons and signals from 100+ podcasts — searchable by …
D 50 66 76 10 0 45 82 92
14538
wgong
Explore, query, and inspect SQLite databases with ease. List tables, preview re…
D 50 66 62 28 0 42 81 91
14539
allanhale
Enables read-only access to NORA dashboard data from Upstash Redis, covering OK…
D 50 55 48 0 25 80 98
14540
xiaobenyang-com
Search for word definitions from modern Chinese dictionaries to provide users w…
D 50 64 72 67 0 45 95 15
14541
lyrken
Pagila MCP Claim
A read-only Model Context Protocol server developed with FastMCP for querying t…
D 50 55 44 30 26 76 73
14542
Cavendo-AI
Save and query market signals from your AI conversations.
D 50 66 76 0 0 57 81 95
14543
PoivronMax
CJ-MCP Claim
Provides project-specific context and development templates for Cangjie/ArkTS p…
D 50 54 42 27 N/A 22 95 61
14544
alexeydubinin
HH JIRA MCP Server Claim 3
A Model Context Protocol server that enables integration with JIRA, allowing us…
D 50 54 45 30 N/A 19 87 63
14545
aiwithbenefits
MCP Memory Claim 1
An MCP server that gives AI assistants the ability to remember user information…
D 50 66 51 58 0 24 81 82
14546
squidlerio
@squidlerio/mcp Claim
An MCP proxy that connects AI clients to the remote Squidler MCP server while p…
D 50 66 78 10 0 32 80 98
14547
CiscoDevNet
Enables AI assistants to query Cisco ThousandEyes v7 API for network monitoring…
D 50 66 72 20 0 48 82 81
14548
adi2355
ResumeTailor Claim 1
An MCP server that enables users to automatically tailor LibreOffice resumes by…
D 50 55 45 33 19 72 79
14549
deeppath-ai
Enables traditional Chinese fortune-telling through BaZi (Four Pillars) analysi…
D 50 66 50 50 0 46 81 80
14550
salman-khandu
A server that enables Model Context Protocol (MCP) functionality on Cloudflare …
D 50 66 54 57 0 23 81 80
Showing 14501–14550 of 66502 servers
« Prev 1 289 290 291 292 293 1331 Next »