MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29805
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11701
michaelbuckner
ServiceNow MCP Server Claim 1
A Model Context Protocol server enabling AI agents to access and manipulate Ser…
C 63 55 33 71 45 81 90
11702
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
11703
StanleytheGoat
aegis-defi Claim
Safety layer for autonomous DeFi agents. Scans contracts for exploit patterns, …
C 63 55 78 0 66 78 98
11704
pranjal-lnct
Sentinel is an enterprise-grade security server that integrates tools like Semg…
C 63 54 72 27 N/A 24 89 98
11705
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
11706
Davad122
Enables AI-powered analysis and prediction of household energy consumption thro…
C 63 55 72 42 23 81 88
11707
alexkiwi1
Enables comprehensive interaction with NetBox infrastructure management through…
C 63 55 60 41 46 81 86
11708
shawnmcb
a11y-mcp-server Claim 1
An MCP server for accessibility auditing that provides WCAG 2.2 criteria lookup…
C 63 55 45 55 32 83 100
11709
BACH-AI-Tools
Provides access to the Youtube138 API for searching videos, retrieving channel …
C 63 55 56 100 45 81 20
11710
zwldarren
Provide access to Chinese stock market data including historical prices, real-t…
C 63 66 76 61 0 78 81 92
11711
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
11712
mbaas-inc
BaaS-MCP Claim
Enables interaction with AIApp BaaS authentication system through keyword-based…
C 63 55 54 100 31 81 36
11713
asdasgusdas
A template for deploying an authentication-free MCP server on Cloudflare Worker…
C 63 55 48 68 24 84 86
11714
trypeggy
instagram_dm_mcp Claim 1
Instagram Direct messages MCP
C 63 54 47 31 N/A 48 95 100
11715
nexon33
A Model Context Protocol server that enables clients to interact with a system …
C 63 54 51 56 N/A 56 87 66
11716
datris
Datris Claim
AI Agent-Native Data Platform — ingest, validate, transform, and query data.
C 63 55 92 0 N/A 54 69 99
11717
QuAzI
Xafari MCP Claim 1
An MCP server and crawler for Xafari documentation that enables AI agents to se…
C 63 55 59 46 30 82 91
11718
ServiceStack
Dynamically creates an MCP server from ServiceStack API metadata configuration …
C 63 66 92 67 0 41 81 94
11719
Linkingooo
renderdoc-mcp Claim
Enables AI assistants to analyze RenderDoc GPU frame captures for graphics debu…
C 63 54 72 28 N/A 30 87 92
11720
CollinDex
Block MCP Server Claim
Enables AI agents to interact with multiple blockchain networks to check wallet…
C 63 55 60 47 29 77 99
11721
whiteknightonhorse
APIbase Claim
Unified API hub for AI agents with 56+ tools across travel (Amadeus, Sabre), pr…
C 63 66 100 66 0 74 82 54
11722
elizabethsiegle
An authless Cloudflare Workers server that provides tools to scrape, analyze, a…
C 62 55 70 62 22 81 60
11723
antonscap
MCP Server Sample Claim
An educational implementation of a Model Context Protocol server that demonstra…
C 62 54 48 30 N/A 42 94 100
11724
hifriendbot
agentwallet-mcp Claim
Permissionless wallet infrastructure for AI agents. 29 tools for wallet creatio…
C 62 64 76 72 0 48 83 93
11725
ampcome-mcps
Gmail MCP Server Claim
Enables AI assistants to interact with Gmail accounts for searching, reading, s…
C 62 55 60 46 24 80 94
11726
liang04
SSH MCP Server Claim 1
Enables secure SSH connections to multiple remote servers with support for comm…
C 62 55 54 82 48 81 40
11727
shivamxtech
Kafka MCP Server Claim
Enables AI agents to interact with Apache Kafka through natural language, suppo…
C 62 55 58 28 47 80 99
11728
CharlieFng
A simplified MCP server that provides a streamlined way to interact with AWS Cl…
C 62 55 54 47 23 81 98
11729
supabase-community
Supabase Claim 1
MCP server for interacting with the Supabase platform
C 62 66 81 65 0 82 70 85
11730
arjunkmrm
Provide real-time transportation data including bus arrivals, train service ale…
C 62 66 90 65 0 26 81 100
11731
Ansvar-Systems
georgian-law-mcp Claim
Georgian legislation via MCP — full-text search across statutes and provisions
C 62 64 90 33 0 66 95 90
11732
xujfcn
crazyrouter-mcp Claim
Access 627+ AI models through one API key — chat with GPT-5/Claude/Gemini, gene…
C 62 66 72 71 0 49 81 99
11733
Ansvar-Systems
South Korean law database — PIPA, ICT network security, credit information with…
C 62 66 90 43 0 70 82 93
11734
allistera
Homey MCP Server Claim
Enables interaction with Homey smart home devices through natural language, all…
C 62 64 78 66 0 30 95 98
11735
aninibread
A template for deploying remote Model Context Protocol servers on Cloudflare Wo…
C 62 55 48 70 24 81 81
11736
hbd
MCP Chat Claim
A server that enables users to chat with each other by repurposing the Model Co…
C 62 55 48 43 43 82 97
11737
mabanas1
FastMCP server that enables AI assistants to integrate with Red Hat Errata Tool…
C 62 54 60 36 N/A 16 95 98
11738
VSidhArt
Enables AI assistants to interact with Intervals.icu fitness tracking and welln…
C 62 55 66 46 19 81 90
11739
wgh1992
A Cloudflare Workers-based MCP server that provides PostgreSQL database access …
C 62 55 48 57 26 78 100
11740
ampcome-mcps
pure.md MCP Server Claim
Enables AI assistants to reliably fetch web content as markdown and search the …
C 62 55 54 68 23 81 76
11741
riza-io
riza-mcp Claim 2
An MCP server that wraps the Riza Code Interpreter API and presents endpoints a…
C 62 55 53 62 13 81 93
11742
bsmi021
A Model Context Protocol server that enables enhanced file system operations in…
C 62 55 57 82 48 82 34
11743
the-real-py
Enables management of your home bar inventory and cocktail discovery through Ba…
C 62 66 94 65 0 27 81 97
11744
DigiBugCat
FMP MCP Server Claim
Provides financial data from Financial Modeling Prep for AI-assisted investment…
C 62 55 60 41 33 82 90
11745
AbdullahAsifButt
SQLite-MCP Claim
..
C 62 54 46 25 N/A 62 87 98
11746
psikosen
Enables AI systems to reason through emergent thinking by breaking queries into…
C 62 54 72 20 N/A 25 95 90
11747
issuebadge
A Model Context Protocol server that enables AI assistants to create, issue, an…
C 62 66 69 75 0 49 81 99
11748
sweetwisdom
Enables users to manage projects and retrieve random wallpapers through a TypeS…
C 62 55 54 82 N/A 25 95 41
11749
post-crawl
A Cloudflare Workers-based server that provides AI assistants with access to se…
C 62 66 86 73 0 36 81 93
11750
muhenan
Enables automated interaction with Xiaohongshu (Little Red Book) social media p…
C 62 54 62 43 N/A 23 90 85
Showing 11701–11750 of 57160 servers
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