MCP Server Quality Scores

Independent quality analysis of 66402 public MCP servers

66402
Discovered
31753
Scored
2112
Verified
16953
Complete

Last updated 7 hours, 30 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3301
KazKozDev
Provides semantic editing tools for Markdown files, allowing structured manipul…
B 76 54 96 30 N/A 70 90 94
3302
mcp-open-data-hk
Enables access to Hong Kong government's official open data portal (DATA.GOV.HK…
B 76 55 70 74 61 81 91
3303
jochiang
Voice MCP Claim
Enables voice interaction with Claude Code through local speech-to-text (Whispe…
B 76 54 90 58 N/A 30 95 93
3304
SnotacusNexus
Enables automated web research and intelligence gathering through recursive web…
B 76 54 88 55 N/A 46 95 90
3305
IncomeStreamSurfer
Enables AI assistants to maintain persistent project context across sessions by…
B 76 55 78 91 43 81 77
3306
elvismdev
Self-hosted mem0 MCP server for Claude Code with Qdrant vector search, Neo4j kn…
B 76 55 96 36 N/A 79 78 92
3307
tcarac
taskboard Claim
Local project management with Kanban UI, CLI, and MCP server for AI assistants.…
B 76 54 94 31 N/A 81 87 92
3308
roman0211
Provides comprehensive cryptocurrency analysis using the CoinCap API, offering …
B 76 55 94 100 54 81 37
3309
CleverMobi
Enables interaction with Glitchtip error tracking platform through natural lang…
B 76 55 86 61 45 81 99
3310
aira-security
mcp-armor Claim
MCP Armor continuously secures and monitors Model Context Protocol operations t…
B 76 44 65 N/A N/A 47 95 94
3311
JonaFly
RedNote MCP Claim
A server that enables access to Xiaohongshu (Little Red Book) content, allowing…
B 76 54 76 71 N/A 48 95 85
3312
ankit8volt
Enables users to analyze AWS costs, track spending trends, and detect anomalies…
B 76 55 90 73 32 81 92
3313
BenedatLLC
Provides a set of read-only Kubernetes functions via an MCP server, enabling in…
B 76 55 90 57 48 81 99
3314
blazickjp
Enables web browsing capabilities using BeautifulSoup4
B 76 54 90 56 N/A 41 92 91
3315
rubenayla
partle-mcp Claim
Search products and stores in nearby physical stores. Find what you need locall…
B 76 55 70 86 43 81 93
3316
gurveeer
MCP Server Gemini Claim 1
A Model Context Protocol server that enables Claude Desktop and other MCP-compa…
B 76 55 81 72 46 81 92
3317
Py2755
aiogram-mcp Claim 1
MCP server for aiogram Telegram bots — 30 tools, 7 resources, 3 prompts, event …
B 76 54 69 63 N/A 80 83 92
3318
disler
Aider MCP Server Claim
Allows Claude Code to offload AI coding tasks to Aider, reducing costs and enab…
B 76 54 92 58 N/A 29 95 91
3319
Beerspitnight
MCP server for Spotify playlist curation and management. 18 tools for song anal…
B 76 54 79 47 N/A 57 95 100
3320
AnuragRai017
A Claude integration that enables updating various database types (PostgreSQL, …
B 76 55 69 100 28 81 91
3321
Cleversoft-IT
This TypeScript-based MCP server allows users to manage and interact with a not…
B 76 54 94 55 N/A 38 90 91
3322
BearThreat
Imagen Claim
Image generation
B 76 54 90 68 27 90 90
3323
BACH-AI-Tools
Provides tools to search and retrieve news across various categories including …
B 76 55 56 100 45 78 95
3324
peakmojo
A MCP server for accessing Zoom recordings and transcripts without requiring di…
B 76 55 85 71 40 80 94
3325
michsob
PowerPlatform MCP Claim
A Model Context Protocol (MCP) server that provides intelligent access to Power…
B 76 55 80 68 55 82 92
3326
guangxiangdebizi
GitHub MCP Server Claim
Enables AI assistants to analyze GitHub repository structures and read file con…
B 76 55 100 68 24 81 92
3327
peteretelej
md-server Claim
Converts documents, webpages, and media files into markdown for AI assistants u…
B 76 55 90 46 74 81 92
3328
jachy-h
Jachy MCP Server Claim
A centralized automation hub that provides a unified interface for AI agents to…
B 76 55 84 75 30 81 97
3329
xzq-xu
jvm-mcp-server Claim
An implementation project of a JVM-based MCP (Model Context Protocol) server.
B 76 54 90 51 N/A 56 87 90
3330
fl0w1nd
Grok Image MCP Claim
MCP server for generating and editing images using xAI's Grok image model, supp…
B 76 54 68 75 56 88 90
3331
redis
mcp-redis-cloud Claim
Manage your Redis Cloud resources effortlessly using natural language. Create d…
B 76 55 84 62 45 85 97
3332
chevyphillip
Enables AI agents to create, validate, and export UML system models using struc…
B 76 55 96 60 58 80 78
3333
sparfenyuk
Youtube MCP Server Claim
Bridges YouTube API and AI assistants, enabling video analysis by downloading a…
B 76 55 80 65 51 80 100
3334
bigbugAi
Enables access to BigBugAI cryptocurrency tools for getting trending tokens and…
B 76 55 72 73 52 81 97
3335
matracey
my-mcp-server Claim
A TypeScript starter template for building Model Context Protocol (MCP) servers…
B 76 54 66 55 N/A 65 95 100
3336
code-alchemist01
Provides comprehensive code analysis (quality, complexity, linting, dependencie…
B 76 55 90 100 N/A 39 95 38
3337
CorbettCajun
SpiderFoot MCP Server Claim 1
Enables interaction with SpiderFoot OSINT reconnaissance tools through MCP, all…
B 76 55 72 82 49 81 91
3338
r-pedraza
Enables comprehensive translation management through POEditor's API with projec…
B 76 55 72 68 55 81 100
3339
wesbos
An MCP server providing real-time currency conversion and exchange rate data th…
B 76 66 71 71 98 33 82 92
3340
raykuonz
Slidev MCP Server Claim
Enables AI agents to create professional Slidev presentations and export them t…
B 76 54 78 65 N/A 38 95 97
3341
MCPCat
webmcp-react Claim
React hooks for exposing your app's functionality as WebMCP tools - transport-a…
B 76 54 67 61 N/A 59 95 100
3342
DeveloperZo
Enables batch audio processing and optimization using FFmpeg with preset config…
B 76 54 78 65 N/A 46 92 91
3343
ampcome-mcps
Connects agents to Elasticsearch data using the Model Context Protocol, allowin…
B 76 54 66 70 N/A 48 95 95
3344
idreesmuhammadqazi-create
Generates AI-powered clarifying questions for user task requests using Claude, …
B 76 55 78 68 53 80 99
3345
hoyoun86
MCP Python SDK Claim
A Python implementation of the Model Context Protocol that enables applications…
B 76 55 78 66 60 81 90
3346
damonxue
OSSInsight MCP Server Claim 1
Provides GitHub data analysis for repositories, developers, and organizations, …
B 76 55 90 100 39 81 51
3347
OpenDataMCP
OpenDataMCP Claim 2
Connect any Open Data to any LLM with Model Context Protocol.
B 76 55 94 61 69 81 70
3348
nietus
anki-mcp Claim
MCP server for anki
B 76 55 84 82 N/A 30 95 74
3349
MubarakHAlketbi
Game Asset Generator Claim 1
An MCP server that generates 2D and 3D game assets from text prompts using AI m…
B 76 55 81 65 48 81 100
3350
Tommertom
awesome-ionic-mcp Claim
Your Ionic coding buddy enabled via MCP – build awesome mobile apps using React…
B 76 54 84 60 N/A 41 89 96
Showing 3301–3350 of 66402 servers
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