MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13101
Anarcyst
YouTube MCP Server Claim
A zero-config server that enables searching YouTube videos, retrieving transcri…
C 59 55 70 0 51 81 99
13102
ddkang1
MCP Memory Claim 1
An MCP server implementing memory solutions for data-rich applications using Hi…
C 59 55 45 28 49 80 98
13103
themeselection
FlyonUI MCP Server Claim
An AI-powered Tailwind builder that helps developers create, inspire, and refac…
C 59 64 68 55 0 45 95 92
13104
tarakomasu
Accurately counts Japanese text characters using grapheme clusters, properly ha…
C 59 66 66 71 0 54 81 88
13105
badger3000
OKX MCP Server Claim
Provides real-time and historical cryptocurrency price data from the OKX exchan…
C 59 66 78 61 0 30 82 99
13106
Jnix2007
Enables agents to query Base blockchain data using natural language by providin…
C 59 66 76 58 0 46 81 97
13107
jasonkneen
A TypeScript template for building Model Context Protocol servers that implemen…
C 59 55 62 82 20 81 35
13108
Pursue-LLL
Enables automated export, compression, and cloud upload of Figma design assets …
C 59 55 42 46 39 81 91
13109
mtib
A dockerized Python MCP server that manages flash card projects using OpenAI em…
C 59 55 68 27 16 76 100
13110
duriantaco
skylos Claim
Dead code detection, security scanning, and code quality analysis for Python, T…
C 59 64 84 26 0 84 83 89
13111
mmarqueti
An MCP server that enables AI tools to interact with ActiveCampaign API, allowi…
C 59 66 69 61 0 46 81 97
13112
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
13113
BitwaveCorp
Price Service MCP Claim
Provides real-time and historical cryptocurrency price data from multiple excha…
C 59 66 86 55 0 29 81 95
13114
meltingpixelsai
zero-core-verify Claim
Post-tx outcome verification via LLM-as-judge. Zero Core Verify.
C 59 54 48 43 40 78 89
13115
greedy52
teleport-docs-mcp Claim
Enables AI assistants to search and retrieve information from Teleport document…
C 59 55 56 22 44 81 94
13116
sideffect263
Enables network scanning and security assessment using Nmap through MCP, allowi…
C 59 55 54 72 29 78 52
13117
vwinterdev
Provides access to PrimeVue documentation through MCP, enabling retrieval of co…
C 59 55 60 61 26 81 55
13118
inErrataAI
Enables AI agents to search for answers, log unresolved questions, and automati…
C 59 55 76 0 35 81 99
13119
AmeyMedewar
Automates cold email outreach for job applications by parsing job postings, gen…
C 59 54 60 27 N/A 21 95 87
13120
fabricatorsltd
Provides AI agents with comprehensive documentation and code patterns for the F…
C 59 55 78 0 30 83 99
13121
csrdltte
Provide a streamlined and extensible MCP server implementation that enables sea…
C 59 54 30 60 N/A 4 95 100
13122
jonsonliai
OpenViking MCP Server Claim 1
Integrates the OpenViking context database with Cloudwise SA Workflow Skills to…
C 59 55 60 33 27 83 88
13123
GitDzreal93
A FastMCP framework-based server providing Android device automation control ca…
C 59 54 62 28 N/A 19 88 90
13124
cnosdb
An MCP server that enables interacting with CnosDB databases through Claude, su…
C 59 55 41 47 33 78 98
13125
HuggingAGI
MCP server based on baostock, providing access and analysis capabilities for Ch…
C 59 55 54 33 27 82 98
13126
yesid-lopez
MLflow MCP Server Claim
Enables AI assistants to interact with MLflow experiments, runs, and registered…
C 59 55 60 82 22 81 35
13127
evimeyer
A deployable MCP server on Cloudflare Workers that enables using custom tools w…
C 59 55 54 58 28 69 82
13128
LokerL
A lightweight MCP server that allows querying and searching for Douyu live stre…
C 59 55 50 31 41 81 92
13129
DeveloperZo
Enables comprehensive audio file analysis and metadata extraction with speciali…
C 59 64 78 48 0 39 95 92
13130
giancarloerra
socraticode Claim 3
MCP server for local codebase indexing, semantic search, and code dependency gr…
C 59 64 61 61 0 88 69 90
13131
yuna0x0
yuna0x0-hackmd-mcp Claim 1
Interact with your HackMD notes and teams seamlessly. Manage your notes, view r…
C 59 66 57 72 0 75 70 94
13132
namiraprita
Polyglot Claim 1
An MCP server that provides standardized translation services across six langua…
C 59 55 39 62 41 81 72
13133
xiaomayisjh
Enables scientific computing, mathematical problem solving, and step-by-step ma…
C 59 55 62 32 22 81 93
13134
topotal
Waroom MCP Claim
A Model Context Protocol (MCP) server that enables interaction with Waroom API …
C 59 55 54 100 31 81 13
13135
Dan-Camargo
mcp-ytTranscript Claim
Simple MCP server that returns the transcription of a Youtube video using url a…
C 59 54 50 35 N/A 23 90 96
13136
suxiongye
random-web3-mcp Claim
RandomWeb3MCP is a random element generation service based on EVM block hash. T…
C 59 55 60 22 28 83 97
13137
celestialdust
A LangGraph-powered research agent that performs iterative web searches using G…
C 59 66 82 53 0 42 82 91
13138
ag2-mcp-servers
An MCP server that provides access to the New York Times Newswire API, allowing…
C 59 55 45 57 21 81 84
13139
kamath
Provide a dedicated MCP server focused on delivering capabilities related to An…
C 59 54 38 42 N/A 14 95 100
13140
Lumif-ai
Provides technical analysis tools for cryptocurrency trading data, calculating …
C 59 55 66 31 17 78 94
13141
rockmelodies
Enables remote container security monitoring and management through Docker API …
C 59 55 60 32 37 81 85
13142
abutbul
An MCP server that helps AI assistants manage expense-sharing for social events…
C 59 55 55 30 40 81 89
13143
rajeevchandra
Provides real-time weather information for any city worldwide using the Open-Me…
C 59 55 56 35 19 82 100
13144
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
13145
fernsugi
x402-api-server Claim
Pay-per-call DeFi data API for AI agents via x402 micropayments (USDC on Base).…
C 59 66 96 43 0 29 80 100
13146
gws8820
ShippingTracker Claim
한국 택배 배송 조회를 위한 MCP 서버 MCP Server for Korean Shipment Tracking
C 59 55 46 30 43 81 100
13147
irootsec
Integrates Shodan search capabilities into MCP-compatible applications for disc…
C 59 55 58 43 18 81 88
13148
johan2328
An MCP server that enables Microsoft Copilot Studio to fetch and deliver random…
C 59 54 45 15 N/A 49 94 100
13149
6rz6
A Model Context Protocol server providing comprehensive tools to access real-ti…
C 59 66 73 56 0 44 80 100
13150
molavec
MCP YAML API Claim 2
A Model Context Protocol server that creates tools from API configurations defi…
C 59 55 69 65 25 81 42
Showing 13101–13150 of 56925 servers
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