MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 6 hours, 30 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12651
tanaikech
MCPApp Claim
This text introduces the Model Context Protocol (MCP) for AI interaction, explo…
C 60 64 86 41 0 50 95 86
12652
aitiwari
Weather MCP Server Claim
Provides real-time US weather alerts and forecasts by integrating with the Nati…
C 60 55 60 30 24 83 100
12653
jhawkins11
An MCP server that integrates with AI editors like Cursor to maximize agentic c…
C 60 55 75 61 28 81 42
12654
Hawstein
MCP Server Resend Claim
A tool integration that enables Claude to compose and send emails through the R…
C 60 66 90 56 0 41 81 88
12655
ldilba
MCPServer Claim
A setup guide for running a Model Completion Protocol (MCP) server in Windows S…
C 60 54 48 53 N/A 21 82 93
12656
alan5543
flight-search-mcp Claim
C 60 54 60 42 N/A 21 95 75
12657
ag2-mcp-servers
An MCP server that enables interaction with the Transport Department of Puduche…
C 60 54 45 57 N/A 21 95 77
12658
tomekkorbak
oura-mcp-server Claim 2
An MCP server for Oura, an app for tracking sleep
C 60 55 41 38 41 83 100
12659
zzhRooT1998
A postgresql mcp that you can run DQL SQL via it
C 60 54 54 35 56 82 79
12660
hostinger
A production-ready remote MCP server that performs comprehensive SEO audits, pr…
C 60 55 60 33 21 83 100
12661
jeweis
A FastMCP-based server that enables executing Microsoft SQL Server data queries…
C 60 55 62 31 45 81 83
12662
Arnie936
A versatile MCP server providing tools for arithmetic operations, n8n webhook i…
C 60 54 54 25 N/A 29 95 97
12663
kelvingao
ArXiv-MCP Claim 1
A Model Context Protocol server that enables AI agents to search, retrieve, and…
C 60 55 51 31 39 80 100
12664
JackKuo666
medRxiv-MCP-Server Claim
🔍 Enable AI assistants to search and access medRxiv papers through a simple MCP…
C 60 55 70 30 16 83 93
12665
ayv8er
A Model Context Protocol server implementation that provides endpoints for wall…
C 60 55 33 81 20 81 81
12666
xuegao-tzx
Enables programmatic control of Android devices via ADB, supporting UI automati…
C 60 54 48 31 N/A 52 90 85
12667
vipankumar87
Provides calculator tools for mathematical operations, document resources for a…
C 60 54 54 28 N/A 24 95 94
12668
ramaris-app
mcp-server Claim
On-chain wallet analytics and trading strategies on Base for AI assistants
C 60 64 66 70 0 45 83 95
12669
keertanachandar
AIE8-MCP Server Claim 1
An MCP server that provides web search capabilities through the Tavily API and …
C 60 55 39 61 24 81 92
12670
yunkee-lee
MCP TMAP Server Claim
A server that connects to SK TMAP API, providing access to public transit routi…
C 60 55 48 41 41 81 90
12671
a05031113
Enables querying Yahoo Finance data including stock prices, historical data, fi…
C 60 55 60 36 16 81 100
12672
pratyush-usc-mba
Enables integration with financial transaction data through REST APIs, PostgreS…
C 60 55 70 26 26 77 97
12673
aanchalakto
Magic MCP Claim
A template for deploying remote Model Context Protocol servers to Cloudflare Wo…
C 60 55 54 57 26 80 77
12674
gvfullstack
Enables interaction with the hosted PacedLoop API to manage workflows and monit…
C 60 55 86 0 27 81 98
12675
Sunwood-ai-labs
A Model Context Protocol server that enables management of GitLab Kanban boards…
C 60 55 65 56 19 81 67
12676
sdhekale
A containerized MCP server deployed on Amazon EKS that provides a simple calcul…
C 60 55 66 27 18 81 100
12677
dytavan
Generates secure random passwords and memorable passphrases with customizable o…
C 60 55 48 47 27 81 94
12678
szcharlesji
Real-time access to cryptocurrency data from the CoinMarketCap API.
C 60 66 82 65 0 37 83 90
12679
letoribo
Enhanced MCP server for GraphQL with filtered introspection and full variable s…
C 60 64 54 71 0 54 95 92
12680
drdudda-org
A simple MCP server that provides current time in Korean timezone (KST) with mu…
C 60 55 60 100 25 81 15
12681
akshithambekar
Arithmuse Claim
A minimal Python-based MCP server that provides standard arithmetic tools inclu…
C 60 54 54 22 N/A 27 95 100
12682
mateusribeirocampos
NPM MCP Server Claim 1
A Model Context Protocol server that allows AI models to fetch detailed informa…
C 60 55 53 55 28 78 80
12683
zajTools
MySQL-MCP Claim 2
A Model Context Protocol server that enables SQL query execution, database mana…
C 60 55 63 36 22 81 93
12684
QuentinCody
Unofficial GitHub MCP server that provides access to GitHub's GraphQL API, enab…
C 60 55 60 41 23 78 90
12685
KairosMobius
memory-nexus-mcp Claim
Persistent semantic memory for AI agents with knowledge graphs and Intelligence…
C 60 66 72 70 0 57 70 92
12686
JackKuo666
bioRxiv-MCP-Server Claim
🔍 Enable AI assistants to search and access bioRxiv papers through a simple MCP…
C 60 55 70 27 20 83 94
12687
kukapay
An MCP server for nearby place searches with IP-based location detection.
C 60 55 61 31 42 80 85
12688
kamath
Local Terminal Claim
Run terminal commands on your machine and get immediate output. Automate system…
C 60 54 42 47 N/A 14 95 99
12689
henrysouchien
EdgarParser MCP Claim
MCP stdio server for source-backed SEC EDGAR financial data from the hosted Edg…
C 60 55 72 42 N/A 33 80 63
12690
DuttaAyush
MCP Server Demo Claim
A demonstration server that provides tools for analyzing project structures and…
C 60 54 54 31 N/A 21 95 92
12691
itsablabla
Personal home automation server integrating unified messaging (Beeper), home se…
C 60 66 84 67 0 30 81 91
12692
OuchiniKaeru
An MCP server that enables text extraction and replacement in Microsoft Word do…
C 60 54 63 35 N/A 27 95 75
12693
bkoseda
Chess MCP Server Claim
Enables chess gameplay and interaction through MCP protocol. Allows users to pl…
C 60 55 56 82 24 81 44
12694
dhks77
NHN Server MCP Claim
Enables secure SSH access to servers through a gateway with Kerberos authentica…
C 60 55 60 100 25 81 15
12695
syauqi-uqi
QGISMCP Claim 1
A Model Context Protocol server that connects Claude AI to QGIS, enabling direc…
C 60 55 69 27 36 69 98
12696
zhigang1992
Happy Server MCP Claim
Enables programmatic interaction with Happy AI sessions, allowing users to list…
C 60 66 72 72 0 35 80 100
12697
yz0903
AutoBot MCP Claim
Enables remote control and automation of Android devices through the Model Cont…
C 60 55 54 36 29 81 97
12698
ali-bouali
Enables interaction with Saudi government services through the Absher platform,…
C 60 55 60 33 19 80 100
12699
kaitoy
Enables searching NASA's image library and navigating results with an interacti…
C 60 55 82 0 54 70 98
12700
arjunprabhulal
mcp-flight-search Claim 1
MCP Server implementation for the Model Context Protocol (MCP) enabling AI tool…
C 60 55 67 21 N/A 44 81 89
Showing 12651–12700 of 66495 servers
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