MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31828
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13601
Facets-cloud
Enables creation and management of Terraform modules for Facets.cloud infrastru…
C 57 66 86 41 0 46 76 91
13602
tranducthai
A Model Context Protocol server that provides real-time weather data to AI clie…
C 57 54 39 36 N/A 23 92 96
13603
putput-io
@putput/mcp Claim
File uploads for AI agents. Upload, list, and manage files from AI coding assis…
C 57 66 72 71 0 29 69 99
13604
parthmodi152
todoist-ai-mcp Claim
C 57 64 90 10 0 60 95 94
13605
WindoC
EasyOCR MCP Server Claim 1
An MCP server that provides OCR capabilities using the EasyOCR library, support…
C 57 55 45 26 47 80 92
13606
MadMando
A local, agentic AI pipeline that analyzes tabular data, detects anomalies, and…
C 57 54 54 25 N/A 22 95 82
13607
cfoong1
An educational MCP server example built with FastMCP that demonstrates how to e…
C 57 54 48 22 N/A 24 95 95
13608
vog01r
Provides real-time aircraft tracking data from OpenSky Network combined with FA…
C 57 66 90 37 0 49 81 86
13609
apiarya
wemo Claim
Control WeMo smart home devices - discover, toggle, adjust brightness, and mana…
C 57 66 84 10 0 87 84 94
13610
Tlazypanda
aptos-mcp Claim 1
A MCP server for interacting with Aptos documentation and creating full-stack A…
C 57 54 57 31 N/A 20 87 84
13611
jerhadf
linear-mcp-server Claim
A server that integrates Linear's project management system with the Model Cont…
C 57 64 100 10 0 48 95 91
13612
RishiA
Enables natural language querying of a resume with AI/ML experience, business i…
C 57 55 60 22 21 81 99
13613
DiegoDuaS
Enables users to play a number guessing game through a remote MCP server deploy…
C 57 55 48 31 24 81 100
13614
hungson175
Provides access to Federal Reserve Economic Data (FRED) through Claude and othe…
C 57 55 54 27 22 83 94
13615
hwibalyu
edinet-mcp Claim 1
An MCP server that interfaces with the Japanese EDINET API v2 to search, downlo…
C 57 55 39 46 25 82 93
13616
shaymc3
Hebcal MCP Server Claim
Provides access to Jewish holiday calendars and Shabbat candle lighting and Hav…
C 57 55 48 27 24 83 100
13617
neeraj-jhawar
MCP server that allows AI assistants to query and retrieve information about of…
C 57 55 60 20 16 82 100
13618
bscarberry
A production-ready MCP server built with Node.js and Express that supports remo…
C 57 55 66 0 35 83 100
13619
hunterCM
An MCP server that integrates with Microsoft Copilot Studio to deliver random j…
C 57 55 45 17 46 83 100
13620
EEGRCENEM
A proof-of-concept MCP server that allows LLM agents to query live flight booki…
C 57 54 48 22 N/A 22 95 98
13621
Nikhil-Patil-RI
Facilitates authentication with GitHub using OAuth protocol, allowing secure ac…
C 57 54 42 36 N/A 22 87 96
13622
SrAndres629
Enables orchestration and management of n8n workflows through tools for creatin…
C 57 55 66 43 25 81 62
13623
lroolle
A Model Context Protocol server that enables Claude users to access specialized…
C 57 55 53 38 24 81 86
13624
UpendraNath
Enables web search capabilities through the Tavily API, allowing users to searc…
C 57 55 60 28 26 81 86
13625
ritvij14
crawl4ai-mcp Claim 1
An MCP Server for Web scraping and Crawling, built using Crawl4AI
C 57 54 39 33 N/A 26 91 95
13626
Eliovp-BV
An interactive tool that enables users to benchmark vLLM endpoints through MCP,…
C 57 55 72 32 21 80 70
13627
Hale2000
mcp-mybatis Claim
A MyBatis configuration validation tool that checks for consistency between Jav…
C 57 54 48 35 N/A 30 90 82
13628
V2-Digital
A Model Context Protocol server that scrapes blog posts from V2.ai Insights, ex…
C 57 55 45 31 29 80 98
13629
JoeWithGlide
MySQL MCP Server Claim
Provides AI assistants with secure read-only access to MySQL databases through …
C 57 66 72 56 0 43 81 90
13630
robuno
Enables querying and comparing product prices across different marketplaces wit…
C 57 55 54 37 21 81 86
13631
dganesh5
An industry benchmarking tool that enables users to compare company metrics lik…
C 57 55 60 25 24 82 91
13632
ralba316
An MCP server for Microsoft Copilot Studio that delivers jokes from multiple so…
C 57 55 45 17 46 83 100
13633
PuemMTH
mcp-commands Claim 1
An MCP server for tracking and managing AI command usage history using a Postgr…
C 57 55 51 25 30 80 100
13634
navifare
navifare-mcp Claim
Flight price comparison MCP server. Search multiple booking sources to find bet…
C 57 64 78 68 0 35 83 75
13635
ankitrautela333
An MCP server that enables users to fetch and audit documentation from user-def…
C 57 55 45 31 42 80 90
13636
mattcoatsworth
A comprehensive Model Context Protocol server that enables interaction with Shi…
C 57 55 56 82 25 81 25
13637
SmartManoj
Provide a simple MCP server with a greeting tool to enable interactive developm…
C 57 54 48 21 N/A 21 95 98
13638
enzetan
Qixin API Service MCP Claim 1
Enables AI models to access comprehensive Chinese enterprise data from the Qixi…
C 57 55 48 71 26 76 55
13639
wirdes
db-mcp-tool Claim 1
A powerful Model Context Protocol (MCP) tool for exploring and managing differe…
C 57 55 60 82 37 81 11
13640
CYCWEB01
A Node.js-based FastMCP protocol server that integrates DeepSeek AI capabilitie…
C 57 55 54 61 21 81 60
13641
kenta-ja8
A minimal MCP server that enables searching through pre-scraped React documenta…
C 57 54 48 55 N/A 21 95 58
13642
shadowfax92
MCP Apple Calendars Claim 2
A Model Context Protocol server for AI models to access and manipulate Apple Ca…
C 57 55 39 82 N/A 23 95 33
13643
rog0x
mcp-markdown-tools Claim 1
An MCP server that provides tools for analyzing, linting, formatting, and gener…
C 57 54 51 0 N/A 53 95 96
13644
teilomillet
jiki Claim
C 57 64 72 28 0 54 95 98
13645
xbsheng
Time MCP Claim
A time processing tool for the Model Context Protocol that provides features fo…
C 57 55 42 35 45 84 83
13646
sandeep-equinix
An MCP server that provides access to jokes from three sources (Chuck Norris, D…
C 57 55 45 17 49 83 100
13647
Latinum-Agentic-Commerce
Weather MCP Tool Claim
A Model Context Protocol tool that provides weather information for cities, wit…
C 57 54 54 37 N/A 22 95 69
13648
wgpsec
cloudsword Claim
一款帮助云租户发现和测试云上风险、增强云上防护能力的综合性开源工具
C 57 54 50 27 N/A 77 92 45
13649
binal182
Enables users to search and interact with Binal's professional knowledge base t…
C 57 66 78 53 0 32 81 98
13650
juanrave
A Model Context Protocol (MCP) server implementation that uses Server-Sent Even…
C 57 55 42 45 26 81 91
Showing 13601–13650 of 66502 servers
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