MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 2 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11651
santiagopereda
Provides a secure bridge for AI assistants to interact with the Google Sheets A…
C 63 55 76 45 19 76 89
11652
wudongjie
A TypeScript-based MCP server implementing a simple notes system that allows us…
C 63 54 62 67 N/A 27 82 65
11653
keepview
A Model Context Protocol server that enables real-time communication using Serv…
C 63 54 45 63 N/A 21 95 82
11654
luuisotorres
mcp-ai-agent Claim
AI Agent built with Google ADK that leverages Google Maps MCP Server to answer …
C 63 54 66 32 N/A 48 95 71
11655
g4-business-ai
Enables deployment of a customizable MCP server on Cloudflare Workers without a…
C 63 55 48 70 24 81 84
11656
PetrefiedThunder
mcp-fred Claim 1
An MCP server that wraps the Federal Reserve Economic Data (FRED) API, providin…
C 63 55 45 63 37 82 89
11657
vivekbala
Enables real-time Kubernetes cluster observability and debugging through standa…
C 63 55 78 31 16 81 97
11658
sheyboy
A template for deploying a remote Model Context Protocol server on Cloudflare W…
C 63 55 48 67 29 84 82
11659
rsp2k
MCP PDF Claim
Enables AI-powered extraction and analysis of PDF documents with 40+ specialize…
C 63 55 72 33 56 78 78
11660
LaelLuo
Enables interaction with Xiaomi Cloud Notes through MCP, allowing AI assistants…
C 63 55 60 56 21 81 87
11661
krsnmlna1
Enables control of Windows PC through Claude Desktop, including executing shell…
C 63 54 60 33 N/A 22 95 97
11662
Geeksfino
kb-mcp-server Claim 1
An MCP server aimed to be portable, local, easy and convenient to support seman…
C 63 55 57 31 64 80 88
11663
kbhalerao
Basecamp MCP Server Claim 1
Connects Basecamp workspaces to AI tools, enabling management of projects, mess…
C 63 55 62 41 24 81 100
11664
epi-builder
Enables web browser automation through Playwright, providing tools for navigati…
C 63 55 72 75 26 81 46
11665
pavm035
Provides real-time and historical foreign exchange rates for 31+ currencies, en…
C 63 55 66 40 27 82 96
11666
chasey-ai
Mermaid-MCP Claim 1
An MCP server that converts text inputs into visualized flowcharts, enabling AI…
C 63 55 47 58 36 81 89
11667
namtran
diskcleankit-mcp Claim 1
MCP server for DiskCleanKit - One Touch Scan and Clean for Mac
C 63 64 75 61 0 52 95 97
11668
NodusAI-Your-Prediction-Broker
AI-powered Oracle signals for Polymarket and Kalshi prediction markets. Pay $1 …
C 63 66 88 63 0 52 81 95
11669
hydavinci
Query the latest commit information for any file in the Chromium repository wit…
C 63 55 66 32 N/A 41 81 91
11670
dominik1001
imap-mcp Claim 1
An MCP server that exposes IMAP operations as tools for AI assistants, enabling…
C 63 55 51 82 65 81 33
11671
rossja
A Model Context Protocol server that provides network analysis tools for securi…
C 63 55 51 42 42 80 99
11672
freshmurry
A template for deploying MCP servers to Cloudflare Workers without authenticati…
C 63 55 48 70 27 81 83
11673
lichman0405
PDF2ZH MCP Server Claim 1
An MCP server that translates scientific PDF documents while preserving origina…
C 63 54 51 32 N/A 50 92 95
11674
xiaomizhoubaobei
XMZ MCP Server Claim
Enables AI models to interact with Tencent Cloud COS for cloud storage operatio…
C 63 55 54 36 73 81 79
11675
elimS2
MCP Time Server Claim 1
A lightweight Model Context Protocol server that provides current UTC time in v…
C 63 54 56 26 N/A 36 95 100
11676
PSkinnerTech
SkyFi MCP Server Claim
Integrates SkyFi satellite imagery and OpenStreetMap services with AI applicati…
C 63 55 70 82 26 81 42
11677
Polloinfilzato
DM20 Protocol Claim
A comprehensive MCP server for managing AI-assisted Dungeons & Dragons campaign…
C 63 66 94 56 0 48 82 94
11678
rt0120-Ramco
Provides comprehensive utility tools including file operations, weather informa…
C 63 54 60 33 N/A 22 95 99
11679
ProgramComputer
NASA MCP Server Claim 3
A Model Context Protocol server that provides a standardized interface for AI m…
C 63 55 51 83 58 83 39
11680
Rohit-Seelam
Integrates Perplexity AI's search-enhanced language models with Claude Desktop,…
C 63 54 72 27 N/A 20 95 91
11681
shadyvb
Enables flight and airport search capabilities through Skyscanner, allowing use…
C 63 55 76 38 21 82 90
11682
nathanwolfe2208
Formats AI agent outputs into professional reports, emails, and documents with …
C 63 55 72 83 22 81 37
11683
codyde
Sentry MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to interact with Sen…
C 63 55 51 65 30 78 88
11684
PhillipRt
Official implementation of Anthropic's 'think' tool that provides Claude with a…
C 63 55 54 50 25 84 95
11685
isnow890
책 싫어하는 제가 책에 대해 아는척하고 싶어서 만들었습니다.. 내 주변 도서관 실시간 대출 확인 읽고 싶은 책을 검색하면 주변 도서관 대출 가…
C 63 66 88 71 0 46 81 86
11686
kelnixsolutions
Turn any receipt into structured, accounting-ready JSON or clean Markdown with …
C 63 66 72 70 0 63 81 98
11687
connect-abdullah
A practice project that enables users to create and list orders within an in-me…
C 63 54 48 42 N/A 25 95 100
11688
nssachin
mcp-demo Claim
Provide a simple demonstration of an MCP server implementation. Enable basic in…
C 63 54 38 57 N/A 21 95 100
11689
yzfly
arxiv-mcp-server Claim
🔬 ArXiv论文智能解读助手 - Arxiv-MCP-Server, 支持MCP协议的学术论文一键下载、解析、翻译为中文,并生成微信公众号文章格式
C 63 64 84 67 0 44 95 88
11690
GongRzhe
Enables Claude and other AI assistants to interact with your computer's audio s…
C 63 54 66 31 N/A 37 84 97
11691
devkotab
A deployable MCP server on Cloudflare Workers that provides tools without requi…
C 63 55 48 67 26 84 84
11692
iitsmedongz
A tool that deploys a remote Model Context Protocol (MCP) server on Cloudflare …
C 63 55 48 68 26 84 84
11693
godzeo
MCP HTTP Requests Claim
A comprehensive HTTP client MCP server for security testing, API testing, and w…
C 63 55 66 31 40 81 98
11694
ethanrosswomack
A template for deploying MCP servers on Cloudflare Workers without authenticati…
C 63 55 48 68 30 81 84
11695
wilhelmklopp
A serverless tool that allows deployment of authentication-free Model Context P…
C 63 55 48 66 27 84 82
11696
rabiauynk
Provide event recommendations based on city and date using the Ticketmaster API…
C 63 54 72 33 N/A 18 87 94
11697
purva-kashyap
Microsoft MCP Claim
Enables AI assistants to interact with Microsoft Graph API services including O…
C 63 55 72 40 27 81 88
11698
elizabethsiegle
A deployable Model Context Protocol server on Cloudflare Workers that runs with…
C 63 55 48 66 26 84 85
11699
TakanariShimbo
Rosbridge MCP Server Claim 1
A Model Context Protocol server that provides tools to publish messages to ROS …
C 63 55 55 56 25 81 90
11700
kukapay
Serving as a structured knowledge base of crypto whitepapers.
C 63 55 72 27 38 78 99
Showing 11651–11700 of 30006 servers
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