MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 6 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5951
jongall45
Provides AI agents with native access to the Frontrun API to track venture capi…
B 72 55 60 72 50 78 99
5952
ethancod1ng
Binance MCP Server Claim 2
A Model Context Protocol server that provides Claude Code with seamless access …
B 72 55 79 73 34 76 89
5953
patrickfreyer
MCP server giving AI assistants full access to Apple Mail - read, search, compo…
B 72 54 82 32 N/A 66 87 92
5954
guangxiangdebizi
Email MCP Claim 1
A Model Context Protocol server that enables AI models to send emails via simpl…
B 72 55 69 72 33 81 99
5955
Zaroganos
OakVar MCP Server Claim 1
Enables AI assistants to perform genomic variant analysis using OakVar, includi…
B 72 54 78 57 N/A 24 90 100
5956
lumalabs
luma-api-mcp Claim
Powered by Ray (video) and Photon (image) models by Luma AI
B 72 55 80 60 N/A 42 80 90
5957
wojtyniak
MCP-MCP Claim
A Meta-MCP Server that acts as a tool discovery service, helping AI assistants …
B 72 55 72 45 73 83 91
5958
kornbed
A TypeScript-based server that enables Cursor editor to interact with Jira tick…
B 72 55 72 70 42 81 90
5959
nileshphapale142
Enables AI assistants to access, search, and analyze Google Spreadsheets throug…
B 72 55 72 66 39 81 94
5960
martin-1103
GASSAPI MCP Server Claim
Enables AI assistants to manage API endpoints, environments, and testing workfl…
B 72 55 78 63 29 81 97
5961
csrts
Metaso MCP Server Claim
Provides AI-powered web search, full-page content extraction, and search-enhanc…
B 72 55 78 75 21 81 90
5962
Janus-06
An MCP server implementation for interacting with self-hosted Confluence Data C…
B 72 54 71 66 27 95 91
5963
BretMeraki
Extracts and summarizes learning content from YouTube videos, PDFs, and web art…
B 72 55 78 100 N/A 21 95 44
5964
tspspi
mcpXL30 Claim
Enables LLM agents to control a Philips XL30 ESEM microscope by exposing tools …
B 72 55 72 67 65 80 75
5965
GeLi2001
Reddit MCP Tool Claim
Enables browsing and searching Reddit content through read-only tools that acce…
B 72 55 68 82 25 81 95
5966
AriEncarnacion
A Cloudflare Workers-deployed MCP server that provides secure remote access to …
B 72 55 78 68 26 81 95
5967
BiboyQG
WeChat-MCP Claim
WeChat-MCP: let Openclaw/Claude/ChatGPT and other AI assistants read and reply …
B 72 54 72 32 N/A 75 95 90
5968
dddabtc
WinRemote MCP Claim
The ultimate Windows MCP server for remote desktop control and automation. Cont…
B 72 54 76 33 N/A 81 87 88
5969
mk-8
Enables control of Amazon Music playback through Claude Desktop via the Model C…
B 72 54 78 47 N/A 42 90 100
5970
mako10k
MCP-Confirm Claim 1
An MCP server implementing AI-user confirmation protocols, providing tools for …
B 72 55 75 100 46 81 43
5971
yuanmingyi
Enables AI assistants to deploy and manage static websites directly on EdgeOne …
B 72 55 88 58 24 82 96
5972
oculairmedia
A Model Context Protocol server that enables management of Ghost blog content (…
B 72 55 81 68 23 81 93
5973
Parado-xy
Enables AI agents to perform semantic code search across entire codebases using…
B 72 54 78 50 N/A 24 95 100
5974
Automata-Labs-team
An MCP server to create secure code sandbox environment for executing code with…
B 72 55 61 58 64 80 100
5975
bharath-krishna
mcp-test Claim
A simple MCP server with an echo tool for testing purposes
B 72 55 74 100 N/A 29 95 45
5976
kambleaa007
weather Claim 1
An MCP server for weather information.
B 72 54 71 56 N/A 41 92 96
5977
hald
Things MCP Server Claim
Enables interaction with the Things app through Claude Desktop, allowing task c…
B 72 54 68 40 N/A 79 90 92
5978
run-as-root
A Model Context Protocol server that enables AI assistants to interact directly…
B 72 54 81 53 N/A 33 84 99
5979
halilural
Electron MCP Server Claim 1
A Model Context Protocol server that provides comprehensive Electron applicatio…
B 72 54 57 65 N/A 49 95 93
5980
h0ck3ystyx
Synergy/DE MCP Server Claim 1
A read-only server that exposes Synergy/DE documentation as tools and resources…
B 72 55 78 63 29 84 93
5981
alpacahq
alpaca-mcp-server Claim
Alpaca’s official MCP Server lets you trade stocks, ETFs, crypto, and options, …
B 72 55 84 38 N/A 58 81 98
5982
adamsmaka
Flutter MCP Claim
A real-time server that provides Flutter/Dart documentation and pub.dev package…
B 72 54 78 38 N/A 67 95 83
5983
pipethedev
Talk to Figma MCP Claim
Allows Cursor AI to communicate with Figma for reading designs and modifying th…
B 72 55 78 57 39 78 99
5984
iamkhanwasim
Enables AI applications to perform basic mathematical operations like addition …
B 72 55 84 51 37 81 100
5985
rulords
Enables deep integration with Google Workspace for AI assistants, allowing for …
B 72 55 84 41 56 81 97
5986
sholtomaud
Provides real-time cryptocurrency market data from the Independent Reserve exch…
B 72 55 78 51 43 82 100
5987
thinq-connect
thinqconnect-mcp Claim
Interact with LG ThinQ smart home devices and appliances through the ThinQ Conn…
B 72 55 84 40 61 78 97
5988
365903728-oss
✨ 为你的 AI 助手装上 B 站的眼睛:一键提取视频字幕与热门评论,助力高效信息总结 🚀 ✨ Equip your AI assistant with "B…
B 72 55 84 100 45 81 35
5989
Cumulocity-IoT
Enables interaction with Cumulocity IoT platform for device management, measure…
B 72 55 72 63 55 80 89
5990
automateyournetwork
ISE MCP Server Claim 1
A Model Context Protocol server that enables programmatic interaction with Cisc…
B 72 55 65 73 43 81 94
5991
sekharmalla
Enables AI assistants to control the Affinity creative suite on macOS through n…
B 72 54 72 57 N/A 53 84 93
5992
billster45
MCP server for Claude to talk to ChatGPT and use its web search capability.
B 72 55 73 70 21 82 100
5993
scopiousdigital
Enables Claude to interact with HubSpot CRM for sales analysis and insights, pr…
B 72 55 86 52 46 80 87
5994
kimwwk
repocrunch Claim
MCP server that gives AI agents structured, ground-truth GitHub repository inte…
B 72 54 70 37 N/A 67 94 94
5995
GuoChen-thlg
iconfont-mcp Claim
Enables searching, downloading, and managing SVG icons from iconfont.cn, China'…
B 72 55 72 72 38 80 89
5996
andradehenrique
Dokploy MCP Server Claim
Exposes Dokploy functionalities as tools consumable via the Model Context Proto…
B 72 55 60 68 53 82 99
5997
maorcc
gimp-mcp Claim
GIMP MCP server
B 72 54 78 36 N/A 59 95 94
5998
mbailey
voicemode Claim
Natural (2-way) voice conversations with Claude Code
B 72 55 84 20 N/A 85 81 97
5999
jameswilliamwisdom
Provides pay-per-use tools for AI agents like web screenshots and crypto intell…
B 72 55 60 72 48 81 95
6000
AndacGuven
Site Crawler MCP Claim 1
An MCP server for crawling websites and extracting comprehensive data including…
B 72 55 75 100 39 81 52
Showing 5951–6000 of 30006 servers
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