MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31828
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 25 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14051
Lykhoyda
ask-ollama Claim 2
Bridge Claude with local Ollama LLMs for private AI-to-AI collaboration — no AP…
C 55 54 75 0 N/A 75 89 39
14052
skerishKang
Enables comprehensive control of Hangul (HWP) documents through an MCP server, …
C 55 54 56 28 N/A 17 89 77
14053
FiloHany
Enables natural language search and interaction with video content through thre…
C 55 55 48 28 28 81 89
14054
manavaga
web3-signals Claim
Crypto signal intelligence: 20 assets, 6 dimensions, regime detection, portfoli…
C 55 66 84 36 0 32 76 99
14055
halismertkir
Game Trends Claim
Provide real-time insights and analytics on gaming trends to help users stay up…
C 55 54 36 26 N/A 19 95 96
14056
mixuechu
Binance MCP Server Claim
A Model Control Protocol (MCP) server that provides cryptocurrency trading inte…
C 55 55 48 31 25 74 97
14057
Aas-ee
OpenWebSearch Claim
Web search using free multi-engine search (NO API KEYS REQUIRED) — Supports Bin…
C 55 66 76 10 0 79 82 99
14058
stayce
shortcut-mcp Claim
Shortcut project management. Create, update, search stories and manage workflow…
C 55 66 72 65 0 45 81 64
14059
bbl21
CST MCP Claim 1
An MCP server that integrates CST Studio Suite with the Model Context Protocol …
C 55 54 39 36 N/A 27 95 78
14060
nihalxkumar
arch-mcp Claim 1
Arch Linux MCP Server to the Arch Linux ecosystem of the Arch Wiki, AUR, and of…
C 55 66 86 10 0 70 74 100
14061
Medinios
SuricataMCP Claim
SuricataMCP is a Model Context Protocol Server that allows MCP clients to auton…
C 55 54 48 28 N/A 20 87 87
14062
BowenXU0126
Send personalized greetings with optional pirate flair. Compose friendly saluta…
C 55 66 64 57 0 29 82 95
14063
antidump
AURA MCP Server Claim
Enables Claude and ChatGPT to interact with AURA API for real-time DeFi portfol…
C 55 66 84 43 0 24 81 95
14064
ankimcp
Anki MCP Server Claim 2
MCP server for Anki flashcards: adaptive review, notes, media, and deck managem…
C 55 55 69 43 N/A 68 82 12
14065
kjozsa
Git MCP Claim 2
MCP server for managing Git operations on local repositories, allowing users to…
C 55 54 47 23 N/A 13 95 92
14066
elleys
Enables automated collection and downloading of multimedia content (images, GIF…
C 55 54 42 36 N/A 23 95 77
14067
localSummer
A TypeScript implementation of a Model Context Protocol (MCP) server that expos…
C 55 55 84 41 27 81 26
14068
EmilyThaHuman
Enables AI assistants to interact with PostgreSQL and Supabase databases throug…
C 55 66 60 68 0 20 81 94
14069
Nekzus
Provide AI-powered real-time analysis and intelligence on NPM packages, includi…
C 55 66 78 31 0 78 86 63
14070
bhuvnsh
mcp-mapmyindia Claim 1
MCP server for India maps - place search, nearby discovery, & directions powere…
C 55 54 51 0 N/A 62 76 97
14071
akari2600
FogBugz MCP Server Claim 1
A Model Context Protocol server that enables Language Learning Models to intera…
C 55 66 81 43 0 30 80 90
14072
Mieluoxxx
Things MCP Server Claim
Integrates with Things 3 task management app on macOS via URL schemes, enabling…
C 55 64 72 63 0 46 95 50
14073
secret-deus
Enables comprehensive Kubernetes cluster management through kubectl operations …
C 55 55 54 31 18 81 85
14074
pdichone
Enables exploration of geographical data including countries, cities, states/pr…
C 55 54 40 22 N/A 25 95 94
14075
nnquant
QMT-MCP-Server Claim
A server application that enables large language models to execute stock tradin…
C 55 54 48 22 N/A 31 89 87
14076
Galiusbro
AI Ops Hub Claim 3
An MCP server with RAG capabilities that provides AI clients secure access to l…
C 55 55 57 50 28 76 56
14077
spideynolove
Memory Bank MCP Claim 3
An MCP server that enables persistent memory, structured thinking sessions, and…
C 55 55 39 82 N/A 37 90 19
14078
joshndala
Enables users to generate AI-powered music videos by analyzing visual content t…
C 55 64 72 42 0 27 95 91
14079
regenrek
Deepwiki MCP Server Claim 1
An MCP server that fetches and converts Deepwiki documentation into Markdown, a…
C 55 66 45 58 0 69 81 90
14080
hkchao
findtime MCP Server Claim 2
MCP server for time in cities around the world, time zones, DST, conversion, an…
C 55 55 75 0 N/A 40 69 90
14081
salamentic
Creates travel agent-level flight plans using the fast-flights API, allowing us…
C 55 55 60 26 15 81 87
14082
QAInsights
Feather Wand Agent is a comprehensive AI-powered toolkit for performance testin…
C 55 64 82 33 0 37 95 79
14083
wangmhaha
ApiFox MCP Server Claim
A server that enables accessing and managing ApiFox API information through the…
D 54 55 56 36 25 81 66
14084
Phionx
Send personalized greetings to anyone. Enable Pirate Mode for swashbuckling sal…
D 54 66 62 61 0 24 81 95
14085
DynamicEndpoints
Create and manage AI agents that collaborate and solve problems through natural…
D 54 66 84 28 0 43 81 85
14086
haichaozheng
A Model Control Protocol (MCP) based service that allows users to query weather…
D 54 55 62 40 24 81 51
14087
wilsonchenghy
ShaderToy-MCP Claim 1
MCP Server for ShaderToy, a site where people share GLSL shader. This MCP serve…
D 54 55 33 32 38 81 90
14088
eunyuljo
A Model Context Protocol server that implements a simple notes system, allowing…
D 54 55 65 75 23 81 9
14089
whale-professor
MCP server for 3D AI Studio — generate 3D models from text or images using Huny…
D 54 66 59 67 0 41 67 95
14090
Kulraj69
Provides job search capabilities including analyzing job descriptions, fetching…
D 54 66 54 72 0 39 81 80
14091
arjunkmrm
Greet people by name with friendly, customizable messages. Toggle Pirate Mode t…
D 54 66 56 57 0 31 83 97
14092
alonehobo
Provides storage, searching, and retrieval of 1C (BSL) code templates with a bu…
D 54 55 60 35 25 80 65
14093
AgentHotspot
AgentHotspot Claim
Search thousands of MCP connectors from the AgentHotspot marketplace via your A…
D 54 66 64 33 0 56 83 98
14094
shadowfax92
MCP Apple Reminders Claim 2
A Model Context Protocol server that enables AI assistants to interact with App…
D 54 55 39 82 N/A 20 95 21
14095
vincent623
Extracts content from articles, URLs, and images (via OCR), then generates inte…
D 54 66 72 63 0 21 81 81
14096
charris-msft
Enables querying Azure retail pricing information, comparing costs across regio…
D 54 66 90 33 0 21 80 90
14097 D 54 55 60 30 16 80 73
14098
Hritik003
LinkedIn MCP Server Claim 1
A Model Context Protocol server that enables seamless interaction with LinkedIn…
D 54 55 39 33 24 81 94
14099
renoscriptdev
A Model Context Protocol server that enables Claude to perform Google Custom Se…
D 54 55 41 30 22 80 94
14100
taka-yayoi
Enables LLMs to retrieve Tokyo Stock Exchange stock information and execute SQL…
D 54 55 56 27 19 81 81
Showing 14051–14100 of 66502 servers
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