MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7351
atsuki-sakai
An MCP server that enables multi-provider AI collaboration using models like De…
B 70 55 69 72 47 74 82
7352
o6-webwork
Connects local LLMs to external tools (calculator, knowledge base) via MCP prot…
B 70 55 66 65 41 76 100
7353 B 70 55 76 63 42 78 84
7354
lastkimi
XHS-MCP Claim 1
Enables content creators to manage, analyze, and publish Xiaohongshu (Little Re…
B 70 54 72 46 N/A 45 90 93
7355 B 70 54 52 72 N/A 28 92 98
7356
deepsuthar496
Figma MCP Server Claim 1
A Model Context Protocol server that integrates with Figma's API, allowing inte…
B 70 55 75 65 21 81 96
7357
konigt6905
Brings Google Gemini 2.0 Flash native image generation capabilities into Claude…
B 70 55 78 100 29 81 46
7358
chris-enea
Enables text manipulation in Adobe InDesign documents via Claude Desktop by pro…
B 70 54 78 48 N/A 16 95 98
7359
kocierik
Consul MCP Server Claim 1
Provides access to Consul functionality (services, health checks, KV store, ses…
B 70 55 62 100 N/A 45 95 38
7360
vilasone455
SSH MCP Server Claim
A local Model Context Protocol server that allows LLMs to securely execute shel…
B 70 55 78 58 20 81 100
7361
spences10
mcp-turso-cloud Claim 3
🗂️ A Model Context Protocol (MCP) server that provides integration with Turso d…
B 70 54 67 61 N/A 73 60 95
7362
AndrewCTF
An MCP server that enables searching YouTube and retrieving high-accuracy video…
B 70 44 41 N/A N/A 48 95 97
7363
lfdantoni
Provides AI assistants with access to personal best practice skills and coding …
B 70 55 80 52 29 81 97
7364
vbrail
Provides secure access to Figma designs through Cursor IDE using a personal acc…
B 70 55 78 56 30 83 94
7365
glenngunnarsson-spp
Enables AI assistants to interact with Jira by executing commands through the A…
B 70 54 78 52 N/A 30 84 97
7366
wopal-cn
A Model Context Protocol server that provides real-time hot trending topics fro…
B 70 55 75 87 43 82 51
7367
Vladim8rr2
imessage-mcp Claim
A read-only MCP server for macOS that enables users to search through iMessage …
B 70 54 60 51 N/A 61 92 89
7368
chromewillow
Grey Hack MCP Server Claim 1
A Model Context Protocol server that enhances Grey Hack game development by pro…
B 70 55 79 67 18 80 91
7369
Mathankarthik18
Enables AI assistants to securely interact with the Corpus Tracker application …
B 70 55 60 82 30 81 87
7370
consigcody94
Pythia MCP Claim 3
An MCP server that interfaces with the Lilith library to analyze Higgs boson ph…
B 70 55 81 82 57 78 43
7371
bobbyhiddn
Sympathy-MCP Claim 2
An MCP server for managing Incus virtual machines through structured tools for …
B 70 55 51 82 N/A 27 92 91
7372
XXO47OXX
spa-reader-mcp Claim 1
MCP Server that renders JavaScript SPA pages and extracts LLM-ready Markdown co…
B 70 55 51 100 N/A 51 95 47
7373
FaithCoderLab
NicePay MCP Server Claim
Enables developers to search and access NicePay payment API documentation, incl…
B 70 55 72 100 N/A 44 95 26
7374
mjmorales
Simple MCP Runner makes it effortless to safely expose system commands to langu…
B 70 54 72 33 N/A 59 95 90
7375
ship24-official
ship24-tracking Claim 1
Track any parcel by tracking number — real-time status, event history, and carr…
B 70 55 72 100 N/A 29 83 48
7376
QuartzUnit
MarkGrab Claim
Universal web content extraction — any URL to LLM-ready markdown. HTML, YouTube…
B 70 54 72 36 N/A 61 92 92
7377
7gugu
whistle-mcp Claim
Whistle MCP Server is a Whistle proxy management tool based on the Model Contex…
B 70 55 82 100 50 81 19
7378
zhaoyouj
MCP-Slicer Claim
Connects 3D Slicer with AI assistants through the Model Context Protocol, enabl…
B 70 54 90 38 N/A 33 87 90
7379
ArtixZ
MCP Google Maps Claim
Provides access to Google Maps functionality including places search, geocoding…
B 70 55 78 61 25 81 95
7380
dynamicendpoints
etsy-mcp Claim
Search Etsy listings, fetch shop details, and explore trending products. Create…
B 70 54 78 53 N/A 23 95 89
7381
RWAValueRouter
A Model Context Protocol server that enables AI agents to bridge USDC across mu…
B 70 54 63 62 N/A 24 95 98
7382
MarySuneela
Provides AI tools with access to Visa's Product Design System resources, includ…
B 70 55 78 91 N/A 23 95 44
7383
RMRanjit
Provides persistent memory for Claude by implementing a local knowledge graph t…
B 70 54 78 51 N/A 18 95 95
7384
rdwj
A production-ready MCP server template that enables developers to quickly build…
B 70 55 84 51 38 80 89
7385
AyoubTRD
Enables AI assistants to perform code reviews by providing access to staged fil…
B 70 55 66 100 N/A 23 95 51
7386
han-517
Scholar MCP Claim
Enables searching and retrieving academic papers from arXiv and DBLP databases …
B 70 55 84 100 26 81 36
7387
OpenLinkSoftware
mcp-server-odbc Claim 2
An MCP server for generic Database Management System (DBMS) Connectivity via th…
B 70 54 67 65 N/A 45 87 83
7388
skyDuanXianBing
Enable AI assistants and applications to seamlessly interact with ArcGIS Online…
B 70 55 60 100 N/A 47 89 42
7389
achetronic
mcp-forge Claim
A complete MCP server template that include vitamins (oauth authentication incl…
B 70 54 66 40 N/A 57 90 100
7390
druce
A Python-based FastMCP server that provides financial tools for securities anal…
B 70 55 86 48 25 81 100
7391
asaficontact
Time MCP Server Claim
Provides current time information and timezone conversion capabilities using IA…
B 70 55 78 100 29 81 43
7392
semihbugrasezer
Etsy SEO Generator Claim
Generates complete SEO-optimized Etsy product listings including titles, descri…
B 70 55 88 38 43 81 91
7393
yanmxa
Prometheus MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to query Prometheus …
B 70 55 73 82 41 81 63
7394
dino65-dev
Provides real-time financial data from Yahoo Finance to Large Language Models t…
B 70 55 72 58 36 81 99
7395
marcoeg
mcp-bauplan Claim 1
A minimalist MCP server for interacting with Bauplan data tables and executing …
B 70 55 84 41 41 80 99
7396
pauldub
AppSignal MCP Claim
Enables AI assistants to query and fetch error and performance monitoring data …
B 70 55 66 71 35 81 90
7397
jkf87
Weather MCP Server Claim
Provides real-time weather information for major South Korean cities using the …
B 70 55 56 82 40 83 82
7398
shrike-security
Shrike Security Claim 1
Runtime security for AI agents. 12 MCP tools detect and block prompt injection,…
B 70 66 96 91 0 72 81 81
7399
desamtralized
A Model Context Protocol server that enables remote management of Android devic…
B 70 55 63 100 N/A 41 95 38
7400
Nicolas-One
Enables automatic HTTP requests (GET, POST, PUT, DELETE, etc.) with JSON valida…
B 70 55 84 61 53 81 61
Showing 7351–7400 of 67197 servers
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