MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 7 hours, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12851
benzaidfoued
Velero MCP Server Claim
Provides read-only access to Velero backup and schedule resources in Kubernetes…
C 60 55 42 55 31 81 87
12852
y7ut
mcp-tavily-search Claim
Use Tavily Search to search for news pages or images.
C 60 55 64 23 46 81 87
12853
mrwan84
WinCC Unified MCP XT Claim 1
An MCP server that interfaces with SIEMENS WinCC Unified SCADA systems via Grap…
C 60 55 33 71 24 76 95
12854
Nihilantropy
godot-mcp-docs Claim 1
Provides AI assistants with access to the complete Godot Engine documentation, …
C 60 54 41 32 N/A 40 95 97
12855
modelcontextprotocol-servers
Whois MCP Claim 1
Enables AI agents to perform WHOIS lookups to retrieve domain registration deta…
C 60 55 54 82 19 81 48
12856
eisuke000111
Provides real-time access to AWS security best practices, incident response pla…
C 60 55 72 56 18 82 60
12857
plaban1981
A server that integrates Retrieval-Augmented Generation (RAG) with the Model Co…
C 60 54 50 31 N/A 36 95 89
12858
siberianwm
A minimal MCP server that provides current time information with configurable t…
C 60 55 60 32 24 81 100
12859
huangtan007
smithery-hello Claim
Provide a demo implementation of an MCP server showcasing basic MCP features. E…
C 60 54 30 52 N/A 24 95 100
12860
zad0xlik
Provides access to RateSpot.io mortgage rate APIs, enabling AI assistants to fe…
C 60 55 60 82 42 81 22
12861
noviq-ai
Enables LLMs to interact with the Google Ads API to retrieve account informatio…
C 60 55 60 30 48 81 80
12862
JackKuo666
PyPI MCP Server Claim
Enables AI assistants to search PyPI packages and retrieve detailed metadata, v…
C 60 55 70 30 15 83 95
12863
kukapay
dex-metrics-mcp Claim 1
An MCP server that tracks trading volume metrics segmented by DEX, blockchain, …
C 60 55 45 37 40 81 100
12864
lukaskostka99
mm-mcp Claim
C 60 54 44 48 N/A 22 90 90
12865
Chris-June
A Model Context Protocol server that enables role-based context management for …
C 60 55 63 35 24 81 90
12866
Myk3rinos
A simple server implementing the Model Context Protocol (MCP) that exposes pers…
C 60 55 60 82 N/A 22 95 22
12867
pfldy2850
Naver MCP Server Claim 1
An MCP server that provides access to Naver OpenAPI services, enabling users to…
C 60 55 39 32 66 80 94
12868
BrockReece
Enables programmatic creation of Whimsical diagrams from Mermaid markup generat…
C 60 55 66 82 28 81 28
12869
ag2-mcp-servers
An MCP server that provides access to the Interzoid GetWeatherCity API, allowin…
C 60 54 45 52 N/A 21 90 88
12870
DecisionsDev
Enables AI assistants to access and execute automated decision services from IB…
C 60 66 96 38 0 80 78 77
12871
whdghk1907
A Model Context Protocol server providing comprehensive Korean stock market ana…
C 60 55 69 33 34 81 80
12872
gleachkr
Enables LLMs to prove theorems in Lean and formalize mathematical problems usin…
C 60 55 68 28 27 81 91
12873
simplifier-ag
simplifier-mcp Claim 2
MCP Server for Simplifier - manage Connectors, BusinessObjects, Datatypes and l…
C 60 54 81 40 N/A 62 83 29
12874
Alvis1337
An MCP server that scrapes elitepvpers.com to provide resources, setup guides, …
C 60 55 57 38 25 81 96
12875
sumik5
Enables translation of SRT subtitle files from English to Japanese using local …
C 60 55 54 38 42 81 86
12876
tamerh
BioBTree Claim
A unified biomedical graph database that integrates 50+ primary data sources — …
C 60 66 90 46 0 52 78 92
12877
linxd5
Weather MCP Server Claim
Provides real-time weather data and current conditions for major Chinese cities…
C 60 55 54 31 42 83 92
12878
bader1919
Odoo MCP Server Claim 1
Enables AI assistants to interact with Odoo ERP systems through XML-RPC, provid…
C 60 55 66 47 18 80 79
12879
Gabbo01
Zeek-MCP Claim 1
A Model Context Protocol server that integrates Zeek network analysis capabilit…
C 60 54 45 30 N/A 45 95 89
12880
hostinger
A production-ready remote MCP server that performs comprehensive SEO audits, pr…
C 60 55 60 33 21 83 100
12881
timolein74
MCP Server for AsterPay x402 Data API — market data, AI tools, crypto analytics…
C 60 55 21 66 33 82 100
12882
ChristianChiarulli
A template for deploying secure Model Context Protocol servers to Cloudflare Wo…
C 60 55 54 57 27 81 76
12883
Prajwal-ak-0
YouTube MCP Claim 1
A Model Context Protocol server that analyzes YouTube videos, enabling users to…
C 60 55 45 43 28 81 100
12884
Nothflare
gaslighting-mcp Claim
A fake web search server that generates LLM-powered search results and full art…
C 60 55 54 22 45 81 100
12885
surajkumar0203
A simple MCP server that provides basic calculator functionality for performing…
C 60 54 48 35 N/A 24 95 95
12886
121yaseen
Implements a Model Context Protocol server that connects with Zerodha Kite API,…
C 60 55 54 65 21 81 72
12887
Rafaysherwani
A lightweight microservice that fetches weather alerts and forecasts from the N…
C 60 55 66 28 18 83 100
12888
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
12889
lukaskostka99
Discover high-impact keyword ideas across Central and Eastern European and Engl…
C 60 66 78 72 0 30 80 94
12890
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
12891
pontusab
Resend MCP Server Claim 1
Allows sending emails through the Resend service using a standardized Model Con…
C 60 55 48 63 13 81 88
12892
arnstarn
mcp-server-spotinst Claim 1
MCP server for Spot.io (Spotinst) API with 23 tools for managing Ocean clusters…
C 60 55 69 0 63 81 96
12893
mondaycom
monday.com Claim 1
MCP server for monday.com integration.
C 60 66 61 72 0 63 80 92
12894
srgsanky
A demo server that allows AI models to manage a personal reading list stored in…
C 60 54 48 27 N/A 35 91 99
12895
jsmiff
MCP Base Claim
A generic Model Context Protocol framework for building AI-powered applications…
C 60 55 66 36 23 81 87
12896
knustx
ITIS MCP Server Claim 1
Provides access to the Integrated Taxonomic Information System (ITIS) database …
C 60 66 96 53 0 32 80 93
12897
sebszczec
Enables control of Pi-hole v6 ad blocking, allowing users to toggle DNS blockin…
C 60 55 54 37 25 82 99
12898
zzenonn
A Python-based template for creating modular command center servers using the M…
C 60 55 62 35 18 81 98
12899
maneesha029
Enables interaction with Pendle Finance DeFi protocol to fetch live yields, sim…
C 60 55 52 56 21 81 84
12900
idcdev
MCP Magic UI Claim 3
A Model Context Protocol server that provides access to Magic UI components, al…
C 60 55 61 82 27 78 36
Showing 12851–12900 of 66495 servers
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