MCP Server Quality Scores

Independent quality analysis of 69135 public MCP servers

69135
Discovered
→
33833
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 35 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13601
laksh-krishna-sharma
Weather MCP Server ⚡ Claim
A Model Context Protocol (MCP) server that provides real-time weather alerts an…
C 57 5⁄5 ◉ ⏳ 60 31 — 24 81 86
13602
Sysc4lls
Ida documentation reader (sort-of) mcp server
C 57 5⁄4 ◉ ⏳ 50 17 N/A 39 87 96
13603
cfoong1
An educational MCP server example built with FastMCP that demonstrates how to e…
C 57 5⁄4 ◉ ⏳ 48 22 N/A 24 95 95
13604
kukapay
liquidity-pools-mcp ⚡ Claim 1
An MCP server that tracks and analyzes DEX liquidity pools to power intelligent…
C 57 5⁄5 ◉ ⏳ 49 32 — 38 81 83
13605
serkanh
An MCP server that allows AI assistants to access AWS CloudWatch logs by listin…
C 57 5⁄5 ◉ ⏳ 45 43 — 25 81 90
13606
pratyusendu
A comprehensive collection of 103 tools providing capabilities for text process…
C 57 6⁄6 ◉ ⏳ 80 50 0 30 80 99
13607
WindoC
EasyOCR MCP Server ⚡ Claim 1
An MCP server that provides OCR capabilities using the EasyOCR library, support…
C 57 5⁄5 ◉ ⏳ 45 26 — 47 80 92
13608
tolik-unicornrider
An MCP server that extracts meaningful content from websites and converts HTML …
C 57 5⁄5 ◉ ⏳ 39 60 — 22 82 79
13609
yshngg
pmcp Claim
🚀 A Prometheus Model Context Protocol Server.
C 57 5⁄5 ◉ ⏳ 68 22 — 73 81 42
13610
ScrapeGraphAI
Enable language models to perform advanced AI-powered web scraping with enterpr…
C 57 6⁄6 ◉ ⏳ 86 41 0 57 73 90
13611
PrintrFi
printr ⚡ Claim 2
Let AI agents create, discover, and track tokens across chains via Printr.
C 57 6⁄4 ◉ ⏳ 92 41 0 58 60 91
13612
kimbo128
drain-mcp ⚡ Claim
Pay for AI inference with USDC micropayments on Polygon. No API keys needed.
C 57 6⁄6 ◉ ⏳ 90 46 0 45 64 98
13613
RishiA
Enables natural language querying of a resume with AI/ML experience, business i…
C 57 5⁄5 ◉ ⏳ 60 22 — 21 81 99
13614
mattmarcin
AQICN MCP Server ⚡ Claim 1
Enables interaction with the World Air Quality Index to fetch real-time air qua…
C 57 6⁄6 ◉ ⏳ 60 70 0 37 81 92
13615
Abu-BakarYasir
mcp_slack ⚡ Claim
fetch the latest channels messages chat
C 57 5⁄5 ◉ ⏳ 42 41 — 23 81 98
13616
v587d
A free, plug-and-play knowledge base server that provides access to 10,000+ ins…
C 57 5⁄4 ◉ ⏳ 66 22 N/A 41 95 55
13617
rochadelon
Enables AI assistants to manage tasks, projects, and analyze productivity direc…
C 57 5⁄5 ◉ ⏳ 60 41 — 26 81 71
13618
sinanerdinc
Provides access to OPET fuel station prices across Turkish provinces. Enables q…
C 57 5⁄5 ◉ ⏳ 60 20 — 37 81 86
13619
szqshan
Provides powerful data analysis capabilities for AI systems with functions for …
C 57 5⁄5 ◉ ⏳ 54 43 — 25 81 78
13620
SandroSD
Enables users to retrieve current weather alerts for US states and detailed wea…
C 57 5⁄5 ◉ ⏳ 36 58 — 9 81 94
13621
Dhineshkumar272005
HackBridge ⚡ Claim 1
An MCP server that connects AI clients to a Linux terminal for real-time automa…
C 57 5⁄4 ◉ ⏳ 51 31 — 25 84 90
13622
mattcoatsworth
Zoom API MCP Server ⚡ Claim 2
A comprehensive Model Context Protocol server that enables interaction with the…
C 57 5⁄5 ◉ ⏳ 56 82 — 25 82 27
13623
Ani07-05
Provides essential security and CTF tools including hash identification, encodi…
C 57 5⁄5 ◉ ⏳ 60 26 — 19 81 92
13624
riteshbangal
BuildMcpServer ⚡ Claim
A lightweight framework for building and running Model Context Protocol (MCP) s…
C 57 5⁄4 ◉ ⏳ 50 27 N/A 43 95 71
13625
xiaohui
Enables sending messages and scheduling reminders through multiple platforms in…
C 57 5⁄5 ◉ ⏳ 42 33 — 48 81 87
13626
haojiasheng
Notes MCP Server ⚡ Claim
Enables creating and managing text notes through MCP resources and tools. Provi…
C 57 5⁄4 ◉ ⏳ 30 52 N/A 14 95 91
13627
tejpalvirk
A powerful context management system that maintains persistent context across c…
C 57 5⁄4 ◉ ⏳ 76 35 N/A 28 92 41
13628
vandreus
UniFi MCP Server ⚡ Claim
Enables comprehensive management of UniFi network infrastructure through the Un…
C 57 6⁄6 ◉ ⏳ 60 70 0 27 81 100
13629
EyevinnOSC
MCP Server for Eyevinn Open Source Cloud API, enabling creation of solutions ba…
C 57 6⁄6 ◉ ⏳ 51 62 0 66 81 90
13630
jbdamask
NIH RePORTER MCP ⚡ Claim 1
A Model Context Protocol server that enables conversational searching of NIH-fu…
C 57 6⁄6 ◉ ⏳ 75 46 0 43 82 95
13631
DHEERAJPRAKASH
Demonstrates custom MCP servers for math and weather operations, enabling multi…
C 57 5⁄4 ◉ ⏳ 48 17 N/A 26 94 100
13632
wirdes
db-mcp-tool Claim 1
A powerful Model Context Protocol (MCP) tool for exploring and managing differe…
C 57 5⁄5 ◉ ⏳ 60 82 — 37 81 11
13633
bscarberry
A production-ready MCP server built with Node.js and Express that supports remo…
C 57 5⁄5 ◉ ⏳ 66 0 — 35 83 100
13634
Zalmotek
A Model Context Protocol server that enables monitoring and remote control of N…
C 57 5⁄5 ◉ ⏳ 55 28 — 19 81 100
13635
theburgerllc
A Model Context Protocol server that enables seamless integration between Claud…
C 57 6⁄6 ◉ ⏳ 51 73 0 45 81 99
13636
RabiaDogan41
Provides access to European cultural heritage collections and artworks, allowin…
C 57 5⁄5 ◉ ⏳ 60 30 — 15 81 94
13637
Lingzhhiiii
Shoplazza MCP Tool ⚡ Claim
A Cursor-compatible MCP server that retrieves documentation information for Sho…
C 57 5⁄5 ◉ ⏳ 48 82 N/A 23 95 21
13638
jd1207
Whoop MCP Server ⚡ Claim
Enables users to access Whoop biometrics including recovery, sleep, and strain …
C 57 5⁄4 ◉ ⏳ 60 0 N/A 45 91 94
13639
lxchst
weather-server-python ⚡ Claim 1
An MCP server that provides weather information
C 57 5⁄4 ◉ ⏳ 35 31 N/A 29 94 100
13640
OSOJDJD
deeplook ⚡ Claim
Free company research agent — 10 data sources, structured reports with bull/bea…
C 57 5⁄5 ◉ ⏳ 60 0 — 58 81 96
13641
GUCCI-atlasv
AI skill security scanner. Detects prompt injection, credential theft, ClawHavo…
C 57 6⁄6 ◉ ⏳ 96 22 0 49 82 94
13642
CYCWEB01
A Node.js-based FastMCP protocol server that integrates DeepSeek AI capabilitie…
C 57 5⁄5 ◉ ⏳ 54 61 — 21 81 60
13643
crisschan
MCP-Allure ⚡ Claim
A server that converts Allure test reports into LLM-friendly formats, enabling …
C 57 5⁄5 ◉ ⏳ 50 25 — 43 83 88
13644
beallac
Enables beginner-friendly Python and Pybricks development support through RAG-p…
C 57 5⁄5 ◉ ⏳ 42 56 — 16 81 84
13645
kongyo2
MCP Dev MCP ⚡ Claim
Enables LLM agents to programmatically inspect, debug, and test other MCP serve…
C 57 6⁄6 ◉ ⏳ 60 62 0 55 81 92
13646
tinjyuu
An MCP server that provides real-time delay information for JR East train lines…
C 57 5⁄5 ◉ ⏳ 33 82 N/A 41 95 27
13647
wangyafu
Haiguitang MCP Server ⚡ Claim 1
An MCP server that allows users to play the 'Turtle Soup' puzzle game with LLMs…
C 57 5⁄5 ◉ ⏳ 41 82 N/A 22 95 35
13648
kevins-openclaw-lab
Provides AI agents with tools to interact with the Agora prediction market, all…
C 57 6⁄6 ◉ ⏳ 66 68 0 27 80 100
13649
lroolle
A Model Context Protocol server that enables Claude users to access specialized…
C 57 5⁄5 ◉ ⏳ 53 38 — 24 81 86
13650
wearzdk
seedream-image-mcp ⚡ Claim
🚀 PixelMCP | 为你的 Cursor、Claude Code 等集成AI绘画能力,让AI生成的页面不再单调!
C 57 6⁄6 ◉ ⏳ 78 68 0 41 81 72
Showing 13601–13650 of 69135 servers
« Prev 1 … 271 272 273 274 275 … 1383 Next »