MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 3 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13001
HuggingAGI
MCP server based on baostock, providing access and analysis capabilities for Ch…
C 59 55 54 33 27 82 98
13002
kukapay
rug-check-mcp Claim 1
An MCP server that detects potential risks in Solana meme tokens.
C 59 55 45 32 42 82 95
13003
shiquda
mediawiki-mcp-server Claim 1
A MCP server that allows you to search and retrieve content on any wiki site us…
C 59 55 61 26 43 81 85
13004
njohnsn
Provides weather information through OpenWeather API, enabling users to get cur…
C 59 55 56 41 19 81 89
13005
dshemendiuk
Enables interaction with SendPulse Chatbots API to manage chatbot accounts, ret…
C 59 66 62 71 0 40 81 99
13006
aqara-docs
MySQL MCP Server Claim 1
Enables AI applications to interact with MySQL databases through a secure inter…
C 59 55 72 50 41 71 53
13007
hankerbiao
Redfish MCP Server Claim
Enables interaction with Redfish-compliant BMC devices for server management, f…
C 59 55 56 36 27 81 90
13008
gustavo-sacchi
A Model Context Protocol server that provides financial tools for retrieving re…
C 59 55 39 58 21 81 95
13009
kvrancic
Create personas of real people from their public web content. Ask questions and…
C 59 54 60 28 N/A 22 95 83
13010
bitscorp-mcp
Access your Adjust data seamlessly from any MCP client. Query reports, metrics,…
C 59 55 60 42 N/A 23 81 80
13011
windsornguyen
gmail-mcp Claim 1
An MCP server that enables management of Gmail messages, threads, labels, and d…
C 59 55 39 35 47 81 99
13012
repaera
Enables AI chat integrations to manage todo lists by providing tools for adding…
C 59 66 68 67 0 35 83 100
13013
sirusb
samtools_mcp Claim
A Model Control Protocol implementation for SAMtools, providing a standardized …
C 59 55 72 28 23 76 90
13014
cuongpo
cuongpo-coti-mcp-1 Claim
Manage COTI accounts, deploy private ERC20 and ERC721 contracts, and transfer t…
C 59 66 72 61 0 47 76 100
13015
1yhy
OSS MCP Server Claim 1
A Model Context Protocol server that enables large language models to upload fi…
C 59 55 41 60 25 81 83
13016
markomitranic
An MCP server that allows AI models to create data visualizations using Vega-Li…
C 59 55 63 45 20 69 93
13017
zarq-ai
nerq-trust-engine Claim 1
AI agent trust engine — preflight checks, KYA due diligence, search 204K+ agent…
C 59 66 78 52 0 46 83 99
13018
Z333Q
p402 Claim
Multi-provider AI router with x402 micropayment settlement on Base L2. 1% flat …
C 59 55 68 0 N/A 70 71 97
13019
lior-ps
A Model Control Protocol server that integrates with Claude Desktop to enable s…
C 59 55 60 25 38 76 96
13020
cnosdb
An MCP server that enables interacting with CnosDB databases through Claude, su…
C 59 55 41 47 33 78 98
13021
henry-insomniac
Horizon MCP Claim 2
An MCP server that exposes the Horizon content aggregation and analysis pipelin…
C 59 54 39 61 N/A 32 89 72
13022
yasukura-ms
An MCP server that allows Microsoft Copilot Studio to fetch random jokes from t…
C 59 55 53 17 46 83 100
13023
IcyKallen
AWS CLI MCP Server Claim 1
An MCP server that enables Claude to generate and execute AWS CLI commands, all…
C 59 55 45 56 20 81 88
13024
xue160709
YouTube MCP Server Claim 1
A Model Context Protocol server that provides Claude with tools to interact wit…
C 59 55 39 100 N/A 23 95 22
13025
dizzydes
0pi-mcp-server Claim
Store and retrieve data objects for free. Temporary cloud storage for agents. T…
C 59 64 90 33 0 46 95 90
13026
nictuku
A template repository for creating custom Model Context Protocol (MCP) servers …
C 59 54 60 27 N/A 39 94 75
13027
velosovictor
Graforest MCP Claim 1
Enables AI agents to build, populate, and search knowledge graphs by providing …
C 59 66 78 68 0 33 76 92
13028
apify
apify-mcp-server Claim
Extract data from any website with thousands of scrapers, crawlers, and automat…
C 59 66 94 10 0 87 81 93
13029
fotoetienne
gqai Claim
Define tools using regular GraphQL queries/mutations and gqai automatically gen…
C 59 54 92 35 N/A 49 89 18
13030
jwangkun
Enables real-time stock market analysis through AKShare API integration. Suppor…
C 59 55 72 36 16 81 81
13031
leegentle
Skincare-MCP Claim
Provides AI-based skin analysis from selfie image URLs, returning comprehensive…
C 59 55 54 100 23 81 21
13032
mokesmokane
Test MCP Server Claim
A dual-transport MCP server that exposes your API as tools to LLM clients, supp…
C 59 66 84 66 0 22 81 91
13033
Miandari
Builds a searchable knowledge base from YouTube video transcripts with hybrid s…
C 59 55 60 30 27 81 91
13034
chand45
Enables large language models to automatically report customer-facing issues wi…
C 59 55 60 35 20 81 94
13035
KairosMobius
nexus-memory-mcp Claim
Persistent semantic memory for AI agents with knowledge graphs and Intelligence…
C 59 64 76 58 0 52 83 90
13036
Financier-Nuri
MiniMax MCP Server Claim 1
Bridges MiniMax AI capabilities to the Model Context Protocol, enabling AI agen…
C 59 55 84 0 27 81 98
13037
Kyungpyo-Kim
Enables AI models like Claude to easily access and utilize subtitle data from Y…
C 59 55 80 35 34 81 54
13038
squidlerio
@squidlerio/mcp Claim
An MCP proxy that connects AI clients to the remote Squidler MCP server while p…
C 59 55 72 10 32 81 98
13039
iceener
Enables management of Google Calendar events across multiple calendars with nat…
C 59 66 96 46 0 35 82 91
13040
HyunJuHwan
Scenario Word Claim
A Model Context Protocol (MCP) server that allows Claude AI to interact with cu…
C 59 55 54 100 23 81 22
13041
HyunjunJeon
All-Search MCP Server Claim 1
An MCP server that enables web search and document retrieval capabilities throu…
C 59 55 63 43 24 81 78
13042
vinitv
Enables web search capabilities through the Tavily API. Allows users to search …
C 59 55 54 37 25 81 92
13043
chronis10
Enables users to manage Gmail by fetching recent emails with pagination and cre…
C 59 54 50 38 N/A 21 90 93
13044
dvladimirov
A server implementation that provides a unified interface for OpenAI services, …
C 59 55 48 33 44 81 92
13045
charlielockyer-rice
Provides Claude with access to the tscircuit electronics component registry, en…
C 59 64 68 61 0 41 95 90
13046
sposer
mcp-fetch Claim
A minimal MCP server that enables HTTP requests with any method, headers, and b…
C 59 55 50 33 45 81 90
13047
jasonkneen
A TypeScript template for building Model Context Protocol servers that implemen…
C 59 55 62 82 20 81 35
13048 C 59 54 42 37 N/A 24 95 93
13049
1193776794
Frida Agent MCP Claim
An AI-driven Android dynamic analysis tool that enables AI models to perform au…
C 59 54 48 33 N/A 29 90 95
13050
mircorudolph
Toy MCP Server Claim
A simple reference implementation demonstrating MCP server basics with two toy …
C 59 54 48 27 N/A 24 95 100
Showing 13001–13050 of 30006 servers
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