MCP Server Quality Scores

Independent quality analysis of 33332 public MCP servers

33332
Discovered
24739
Scored
1349
Verified
16957
Complete

Last updated 1 hour, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16351
memjar
AXE Fleet MCP Server Claim 2
Exposes over 19,000 Apify Actors as MCP tools for web scraping, data extraction…
F 25 55 96 10 53 76 99
16352
windopper
Takeoff. Claim 1
AI trend collect service
F 25 54 36 55 N/A 30 92 97
16353
LeGenAI
Provides AI assistants with semantic search access to the MAGMA computational a…
F 25 55 94 61 52 71 97
16354
avivshafir
revenuebase-mcp-server
F 25 55 56 32 40 76 100
16355
xinpengfei520
Banana Image MCP Claim 1 2
An MCP server that generates high-quality blog cover images using Google Gemini…
F 25 55 63 0 53 78 96
16356
davidamom
Snowflake MCP Service Claim 1 3
A Model Context Protocol server that provides access to Snowflake databases for…
F 25 55 75 70 41 76 96
16357
localstack
localstack-mcp-server Claim 1 2
A LocalStack MCP Server providing essential tools for local cloud development &…
F 25 55 86 100 N/A 58 78 50
16358
BACH-AI-Tools
EdgeOne Pages MCP Claim 1
Enables deployment of HTML content, folders, and full-stack projects to EdgeOne…
F 25 66 82 67 0 58 80 95
16359
ar-codelabs
Notion Page Viewer Claim 2 3
Enables viewing and browsing Notion page content through a web interface with m…
F 25 55 60 32 21 76 58
16360
masx200
Enables the retrieval of subtitles, danmaku (bullet comments), and video commen…
F 25 55 72 41 45 80 94
16361
xiaobenyang-com
bingcn Claim 2
A Chinese Bing search tool based on MCP protocol, which supports calling throug…
F 25 66 72 65 0 50 76 12
16362
markswendsen-code
LinkedIn MCP Server Claim 1 3
An MCP server for LinkedIn automation that enables users to search for jobs, re…
F 25 55 75 65 30 74 100
16363
itest4u
Enables control and automation of Android devices using uiautomator2 and ADB. I…
F 25 54 60 23 N/A 40 84 99
16364
angheljf
social-media-mcp Claim 1 3
A Model Context Protocol (MCP) server for managing social media posts, currentl…
F 25 55 78 57 38 76 100
16365
TSavo
creatify-mcp Claim 1
creatify-mcp
F 25 55 84 71 64 80 82
16366
epicweb-dev
A workshop repository teaching advanced Model Context Protocol features for bui…
F 25 66 84 68 0 40 78 97
16367
ronantakizawa
social-video-mcp Claim 1 2
An MCP server that enables AI agents to play and control YouTube and TikTok vid…
F 25 54 53 65 N/A 36 90 95
16368
bayyyyyuuu
An AI-powered legal research tool that enables users to search for and retrieve…
F 25 54 84 57 N/A 60 90 92
16369
twelvedata
mcp Claim 2 3
Interact with [Twelve Data](https://twelvedata.com) APIs to access real-time an…
F 25 66 94 86 99 50 80 42
16370
tushar3006
Snowflake MCP Server Claim 1 2
Enables interaction with Snowflake databases through SQL queries, schema explor…
F 25 66 84 66 0 43 80 98
16371
danielsims
MCP Media Player Claim 1 2
Connects Home Assistant media players to Cursor, allowing automated control of …
F 25 55 90 63 39 83 98
16372
kalivaraprasad-gonapa
Azure MCP Server Claim 2
Enables natural language interaction with Azure services through Claude Desktop…
F 25 55 94 75 52 69 93
16373
ebaenamar
Connects LLMs to Wikidata's structured knowledge base using a hybrid architectu…
F 25 66 60 27 0 26 74 92
16374
InsForge
InsForge Claim 2 3
MCP server for InsForge BaaS — database, storage, edge functions, and deploymen…
F 25 66 51 10 0 63 67 93
16375
geezerrrr
Exa MCP Server Claim 1
Enable AI assistants to perform web searches using Exa's powerful search API. G…
F 25 55 82 72 N/A 48 80 91
16376
elijahdev0
mcp-runware Claim 1
Create high-quality images and videos fast from text or reference images. Perso…
F 25 66 84 10 0 27 80 83
16377
demox-site
Demox MCP Server Claim 1 2
Enables AI assistants to deploy static websites to the Demox platform with auto…
F 25 55 72 71 46 80 96
16378
bio-mcp
bio-mcp-evo2 Claim 1 2
An MCP server that enables AI assistants to generate, score, and analyze DNA se…
F 25 55 85 75 22 76 97
16379
nanana-app
mcp-server-nano-banana Claim 2 3
AI image generation using Google Gemini's nano banana model.
F 25 54 90 65 N/A 43 89 100
16380
ctaylor86
Enables asynchronous transcription of long audio and video files using Deepgram…
F 25 55 78 71 29 82 94
16381
zaidmukaddam
Provides AI-powered search capabilities through three specialized tools: web se…
F 25 66 84 100 98 31 81 100
16382
chigwell
telegram-mcp Claim 1
Telegram API integration for accessing user data, managing dialogs (chats, chan…
F 25 54 82 48 N/A 76 89 96
16383
rugvedp
A powerful LinkedIn Profile Analyzer that seamlessly integrates with Claude AI …
F 25 55 64 28 39 80 98
16384
Oishh
Deribit MCP Server Claim 1
Enables real-time cryptocurrency price monitoring and intelligent alerts for De…
F 25 55 48 33 39 80 94
16385
Decodo
mcp-web-scraper Claim 2
Enable your AI agents to scrape and parse web content dynamically, including ge…
F 25 66 72 60 0 47 70 92
16386
Bortlesboat
Bitcoin MCP Claim 1 2
49 Bitcoin tools for AI agents: fees, mempool, blocks, mining, price. Zero conf…
F 25 66 90 46 0 72 70 94
16387
Upsonic
Upsonic Claim 1
Build autonomous AI agents in Python.
F 25 54 86 38 N/A 80 87 84
16388
markswendsen-code
kroger Claim 1 3
MCP server for Kroger - search products, manage cart, place grocery orders
F 25 54 75 65 N/A 32 87 99
16389
tiovikram
Enables AI models to search the web for current information before generating r…
F 25 55 96 71 40 78 93
16390
dynatrace-oss
dynatrace-mcp Claim 2
Leverage AI-driven observability, security, and automation to analyze anomalies…
F 25 55 86 70 98 77 82
16391
jagmarques
asqav-mcp Claim 1
AI agent governance MCP server with policy enforcement, quantum-safe audit trai…
F 25 54 66 0 N/A 62 90 98
16392
deshartman
An MCP (Model Context Protocol) server that lets users send SMS messages throug…
F 25 55 72 71 42 71 84
16393
ttonogai
Enables searching and retrieving Knowledge Base articles from the Broadcom Supp…
F 25 55 54 0 27 74 98
16394
NiuTrans
MCP Translation Text Claim 1
Provides text translation capabilities powered by NiuTrans API with support for…
F 25 55 66 45 47 80 84
16395
sebastianall1977
Manage Gmail end-to-end: search, read, send, draft, label, and organize threads…
F 25 66 62 62 0 61 78 82
16396
deus-h
Claudeus Plane MCP Claim 1 2
A server that bridges Claude AI with the Plane project management platform, ena…
F 25 55 78 68 27 80 100
16397
jeweis
MySQL MCP Server Claim 2
Enables safe interaction with MySQL databases through SELECT queries, table str…
F 25 55 54 56 21 77 87
16398
sunbeibei-hub
TripNow (航班管家) Claim 2 3
Provides real-time flight and train ticket queries, live status tracking, and a…
F 25 66 78 70 80 25 76 64
16399
falahgs
An MCP server that utilizes Google's Gemini Flash 2 model to generate AI-driven…
F 25 55 63 61 20 76 90
16400
petems
GenZ MCP Server Claim 1 2
A streamlined MCP server that provides essential AI-powered tools for interacti…
F 25 55 84 68 30 80 40
Showing 16351–16400 of 33332 servers
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