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
13551
RabiaDogan41
Provides access to European cultural heritage collections and artworks, allowin…
C 57 55 60 30 15 81 94
13552
Abu-BakarYasir
mcp_slack Claim
fetch the latest channels messages chat
C 57 55 42 41 23 81 98
13553
v587d
A free, plug-and-play knowledge base server that provides access to 10,000+ ins…
C 57 54 66 22 N/A 41 95 55
13554
GUCCI-atlasv
AI skill security scanner. Detects prompt injection, credential theft, ClawHavo…
C 57 66 96 22 0 49 82 94
13555
binal182
Enables users to search and interact with Binal's professional knowledge base t…
C 57 66 78 53 0 32 81 98
13556
akaramanapp
Greeting Claim
Enhance your applications with personalized greeting capabilities. Easily integ…
C 57 54 38 61 N/A 19 95 65
13557
tenequm
llms-txt-mcp Claim
Enables fast, token-efficient access to large documentation files in llms.txt f…
C 57 66 76 36 0 61 81 95
13558
Facets-cloud
Enables creation and management of Terraform modules for Facets.cloud infrastru…
C 57 66 86 41 0 46 76 91
13559
tinjyuu
An MCP server that provides real-time delay information for JR East train lines…
C 57 55 33 82 N/A 41 95 27
13560
serkanh
An MCP server that allows AI assistants to access AWS CloudWatch logs by listin…
C 57 55 45 43 25 81 90
13561
MKhalusova
A Model Context Protocol server that enables LLMs to extract and use content fr…
C 57 54 41 36 N/A 23 95 90
13562
jmh108
A Python implementation of an MCP server that extracts webpage content, removes…
C 57 55 54 25 31 80 94
13563
joheiss
An HTTP-based Model Context Protocol server that provides tools and resources f…
C 57 55 74 0 35 78 99
13564
apiarya
wemo Claim
Control WeMo smart home devices - discover, toggle, adjust brightness, and mana…
C 57 66 84 10 0 87 84 94
13565
weinerac
Enables AI assistants to search properties, check availability, and manage book…
C 57 66 78 53 0 30 81 94
13566
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
13567
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
13568
ZatesloFL
Aiven MCP Server Claim
Enables interaction with Aiven cloud services including PostgreSQL, Kafka, Clic…
C 57 55 62 30 42 81 70
13569
hrishi0102
Spotify MCP Server Claim 1
A Model Context Protocol server that enables Claude to interact with Spotify, a…
C 57 66 69 71 0 19 81 95
13570
ofurkanuygur
TCMB MCP Claim
Provides access to Turkish Central Bank (TCMB) exchange rates with current and …
C 57 66 86 91 0 26 81 42
13571
ltcg-addict
Provides comprehensive dice rolling functionality for tabletop games and RPGs, …
C 57 55 48 40 19 81 93
13572
lulzasaur9192
Enables AI agents to play games like Chess, Go, and Trading against each other …
C 57 55 72 0 29 81 98
13573
jterceiro
MCP Kubernetes Claim
Enables advanced management of Kubernetes clusters through natural language int…
C 57 55 72 31 37 81 59
13574
Ani07-05
Provides essential security and CTF tools including hash identification, encodi…
C 57 55 60 26 19 81 92
13575
mlaurel
A Context Engineering Framework that provides 9 battle-tested development workf…
C 57 64 54 65 0 42 95 89
13576
antonioevans
RunPod MCP Server Claim
Enables interaction with the RunPod REST API to manage GPU pods, serverless end…
C 57 66 66 65 0 42 78 92
13577
adammharris
Gospel Library MCP Claim
Enables access to LDS Gospel Library content and scriptures through the Model C…
C 57 66 66 63 0 36 81 94
13578
sach999
A Model Context Protocol server that integrates with Cursor IDE to provide real…
C 57 54 39 60 N/A 21 92 68
13579
theburgerllc
A Model Context Protocol server that enables seamless integration between Claud…
C 57 66 51 73 0 45 81 99
13580
mattmorgis
Nuanced MCP Server Claim 1
An MCP server that enables LLMs to understand and analyze code structure throug…
C 57 55 51 32 22 81 97
13581
vandreus
UniFi MCP Server Claim
Enables comprehensive management of UniFi network infrastructure through the Un…
C 57 66 60 70 0 27 81 100
13582
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
13583
tejpalvirk
A powerful context management system that maintains persistent context across c…
C 57 54 76 35 N/A 28 92 41
13584
cfoong1
An educational MCP server example built with FastMCP that demonstrates how to e…
C 57 54 48 22 N/A 24 95 95
13585
pavitarsaini
Enables access to Granola meeting notes through OAuth authentication, allowing …
C 57 66 78 46 0 42 81 94
13586
vnsavitri
Enables intent-based digital asset discovery for Breville's Vault DAM system us…
C 57 66 84 45 0 42 81 91
13587
vvbv
PyerP MCP Server Claim 1
An MCP server that enables LLM agents to interact with PyerP ERP systems via a …
C 57 55 45 38 27 81 92
13588
srogouski
MCP Server Demo Claim
A minimal tool server demonstrating Model Context Protocol (MCP) interactions v…
C 57 55 46 40 29 81 88
13589
Zalmotek
A Model Context Protocol server that enables monitoring and remote control of N…
C 57 55 55 28 19 81 100
13590
ValenGL
VGL CV Data MCP Claim 1
A Model Context Protocol server that provides access to Valentin Gonzalez Loure…
C 57 55 47 50 N/A 26 83 72
13591
UpendraNath
Enables web search capabilities through the Tavily API, allowing users to searc…
C 57 55 60 28 26 81 86
13592
papunoko
Enables interaction with Redmine projects and issues via the Cline VS Code exte…
C 57 55 78 0 19 81 98
13593
eriktilio
A tool server that processes mathematical expressions via Multi-Chain Protocol …
C 57 54 54 17 N/A 41 95 79
13594
demixid
An MCP server that indexes local Python projects into a SQLite database to enab…
C 57 54 39 25 N/A 25 95 100
13595
Aniket310101
A Model Context Protocol server that enables large language models to interact …
C 57 55 49 35 27 81 92
13596
nibzard
A Model Context Protocol server that allows execution of Python code within Day…
C 57 66 69 65 0 43 81 86
13597
snikithag
An agentic AI system that enables healthcare professionals to log patient sympt…
C 57 54 40 32 N/A 18 95 99
13598
DiegoDuaS
Enables users to play a number guessing game through a remote MCP server deploy…
C 57 55 48 31 24 81 100
13599
Eliovp-BV
An interactive tool that enables users to benchmark vLLM endpoints through MCP,…
C 57 55 72 32 21 80 70
13600
riteshbangal
BuildMcpServer Claim
A lightweight framework for building and running Model Context Protocol (MCP) s…
C 57 54 50 27 N/A 43 95 71
Showing 13551–13600 of 66502 servers
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