MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31828
Scored
2112
Verified
16953
Complete

Last updated 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13151
leegentle
Skincare-MCP Claim
Provides AI-based skin analysis from selfie image URLs, returning comprehensive…
C 59 55 54 100 23 81 21
13152
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
13153
leezhuuuuu
Skills MCP Claim
A package manager for AI agents that connects LLMs to a global registry of capa…
C 59 64 54 68 0 44 95 100
13154
dmarsters
Provides a catalog of curated author writing styles and tools to blend or analy…
C 59 55 60 25 27 83 99
13155
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
13156
BrayanTM
MCP Gastos Claim
Enables personal expense management through CSV storage, allowing AI agents to …
C 59 54 50 30 N/A 24 95 92
13157
I4cTime
q-ring Claim
Quantum-inspired keyring for AI coding agents with superposition, entanglement,…
C 59 54 54 0 N/A 69 89 94
13158
fengin
A MCP server that integrates with Cursor IDE to generate images based on text d…
C 59 54 65 32 N/A 43 95 53
13159
yasukura-ms
An MCP server that allows Microsoft Copilot Studio to fetch random jokes from t…
C 59 55 53 17 46 83 100
13160
tonkatsutoast
Provides real-time and historical stock market data through the Alpha Vantage A…
C 59 54 42 38 N/A 19 95 100
13161
PhungXuanAnh
selenium-mcp-server Claim 1
A Model Context Protocol server providing web automation capabilities through S…
C 59 54 45 33 N/A 39 87 93
13162
mfang0126
A Model Context Protocol (MCP) Server that provides unified access to multiple …
C 59 55 78 65 16 81 35
13163
hyperskill
MCP-Hyperskill Claim
A FastMCP integration with Hyperskill that allows AI agents to explain programm…
C 59 55 66 30 24 81 87
13164
Rickeylaiii
An MCP tool that integrates with Amap API services, allowing AI to access geogr…
C 59 55 74 30 20 71 93
13165
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
13166
Aguantar
DataOps ClickHouse MCP server with query optimization and pipeline monitoring
C 59 54 76 0 N/A 47 75 97
13167
clappia-dev
clappia-mcp Claim 1
An MCP server that provides Clappia workspace, forms, workflows, submissions, a…
C 59 54 57 48 N/A 29 77 76
13168
jasper-zsh
Enables ESP-IDF firmware development through MCP by providing tools to manage E…
C 59 54 48 36 N/A 18 90 99
13169
nicolavs
Laundry Timer MCP Claim
Helps plan optimal laundry times by providing access to laundry preferences and…
C 59 54 54 20 N/A 24 95 98
13170
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
13171
QAInsights
k6-mcp-server Claim
Grafana k6 MCP Server for performance testing
C 59 54 48 32 N/A 42 87 90
13172
MyBlockcities
A template for creating custom tools for Cursor IDE using Model Context Protoco…
C 59 66 78 62 0 42 81 90
13173
sanketshinde3001
MCP Server Claim 1
A Model Context Protocol server that provides greeting tools, resources, and pr…
C 59 55 29 100 N/A 23 95 37
13174
kamath
Provide a Python-based MCP server implementation to enable integration of LLMs …
C 59 54 36 41 N/A 23 95 97
13175
quanticsoul4772
Enables formal logical reasoning, mathematical problem-solving, and proof const…
C 59 66 96 32 0 57 80 91
13176
Kyungpyo-Kim
Enables AI models like Claude to easily access and utilize subtitle data from Y…
C 59 55 80 35 34 81 54
13177
ag2-mcp-servers
An MCP Server that enables interaction with Maharashtra's Motor Vehicle Departm…
C 59 55 45 60 21 81 81
13178
lastmiao
Enables website security scanning and vulnerability assessment by integrating d…
C 59 54 54 40 N/A 21 92 81
13179
owayo
Generates a JSON file tree from a specified directory's 'src' folder, adhering …
C 59 54 48 25 N/A 38 95 88
13180
RuoJi6
A tool for detecting and cleaning Java memory shells via local or SSH remote ex…
C 59 55 54 30 61 71 83
13181
Ansvar-Systems
czech-law-mcp Claim
Czech legislation via MCP — full-text search across statutes and provisions
C 59 66 90 33 0 59 83 91
13182
Omkar4141
Test MCP Server Claim
A demonstration MCP server project showcasing both local and remote server setu…
C 59 55 62 31 30 80 86
13183
pinion05
Same functionality, consuming only 1/20 of the context window tokens.
C 59 66 80 72 0 29 81 85
13184
tonderflash
An MCP server that allows users to search for movies, get detailed information,…
C 59 55 39 82 N/A 41 95 34
13185
gws8820
ShippingTracker Claim
한국 택배 배송 조회를 위한 MCP 서버 MCP Server for Korean Shipment Tracking
C 59 55 46 30 43 81 100
13186
xiaobenyang-com
A demonstration project of an MCP server for injecting advertisements into LLM …
C 59 66 72 66 0 45 81 92
13187
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
13188
yeonupark
MCP-Soccerdata Claim
An open-source MCP server that connects to the SoccerDataAPI to deliver up-to-d…
C 59 55 60 27 43 81 86
13189
kvrancic
Create personas of real people from their public web content. Ask questions and…
C 59 54 60 28 N/A 22 95 83
13190
ISimon3
MCP server that enables human-in-the-loop workflow in AI-assisted development t…
C 59 54 48 55 N/A 20 95 68
13191
bakhruhk
Automatically generates Anki flashcards from Notion pages by extracting questio…
C 59 55 48 36 34 81 96
13192
heurist-network
Access specialized web3 AI agents for blockchain analysis, smart contract secur…
C 59 66 84 46 0 59 80 91
13193
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
13194
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
13195
fernandezpablo85
Polymarket MCP Tool Claim 1
A Model Context Protocol server that enables interaction with Polymarket predic…
C 59 54 47 22 N/A 38 95 96
13196
stucchi
Trello MCP Server Claim 2
An MCP server for the Trello REST API that enables managing boards, lists, card…
C 59 55 53 82 27 75 46
13197
fotoetienne
gqai Claim
Define tools using regular GraphQL queries/mutations and gqai automatically gen…
C 59 54 92 35 N/A 49 89 18
13198
a2amarket
ClamAV MCP Claim
A server that enables scanning files for viruses using the ClamAV engine, provi…
C 59 55 56 28 36 81 91
13199
LokerL
A lightweight MCP server that allows querying and searching for Douyu live stre…
C 59 55 50 31 41 81 92
13200
repaera
Enables AI chat integrations to manage todo lists by providing tools for adding…
C 59 66 68 67 0 35 83 100
Showing 13151–13200 of 66495 servers
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