MCP Server Quality Scores

Independent quality analysis of 33790 public MCP servers

33790
Discovered
28873
Scored
2088
Verified
16951
Complete

Last updated 50 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13101
Areso
safe-ssh-mcp Claim
A secured scoped SSH MCP server for executing safe read-only diagnostic DevOps …
C 59 54 58 0 N/A 68 82 98
13102
aliemregencer
Provide a flexible MCP server implementation that integrates with external tool…
C 59 54 54 43 N/A 21 95 77
13103
guangxiangdebizi
国金QMT-MCP Claim
A modular quantitative trading assistant that integrates with XTQuant/QMT tradi…
C 59 54 54 36 N/A 21 90 86
13104
divvi-xyz
Divvi MCP Server Claim
Enables AI assistants to automatically integrate Divvi referral tracking into J…
C 59 66 66 53 0 75 81 87
13105
cploujoux
Puppeteer MCP Server Claim 3
A Model Context Protocol server that provides browser automation capabilities u…
C 59 55 57 82 N/A 16 82 42
13106
owayo
Generates a JSON file tree from a specified directory's 'src' folder, adhering …
C 59 54 48 25 N/A 38 95 88
13107
greedy52
teleport-docs-mcp Claim
Enables AI assistants to search and retrieve information from Teleport document…
C 59 55 56 22 44 81 94
13108
Traia-IO
An MCP server that provides standardized tools for AI agents to interact with t…
C 59 55 53 43 24 80 91
13109
mcpauth
MCPAuth Claim
A self-hostable OAuth 2.0 server designed for the Model-Context-Protocol (MCP) …
C 59 66 56 68 0 56 81 100
13110
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
13111
kvrancic
Create personas of real people from their public web content. Ask questions and…
C 59 54 60 28 N/A 22 95 83
13112
hannesrudolph
An MCP server that provides safe access to your iMessage database through Model…
C 59 54 49 33 N/A 30 90 94
13113
AmeyMedewar
Automates cold email outreach for job applications by parsing job postings, gen…
C 59 54 60 27 N/A 21 95 87
13114
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
13115
kabir-ti
MCP Server Claim 1
The MCP Server integrates APIs from the Youtube-Summarizer as tools within the …
C 59 54 66 20 N/A 20 95 86
13116
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
13117
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
13118
meltingpixelsai
zero-core-verify Claim
Post-tx outcome verification via LLM-as-judge. Zero Core Verify.
C 59 54 48 43 40 78 89
13119
bsmi021
Provides code completion, bug fixing, and test generation for multiple programm…
C 59 66 78 75 0 18 80 91
13120
b-open-io
A collection of Bitcoin SV tools for the Model Context Protocol that enables AI…
C 59 66 86 43 0 56 81 91
13121
xiaobenyang-com
A demonstration project of an MCP server for injecting advertisements into LLM …
C 59 66 72 66 0 45 81 92
13122
jnicolasgomez
Provides access to the Bandmate REST API for managing songs with chord notation…
C 59 66 74 62 0 38 80 96
13123
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
13124
sirusb
samtools_mcp Claim
A Model Control Protocol implementation for SAMtools, providing a standardized …
C 59 55 72 28 23 76 90
13125
JonaFly
RednoteMCP Claim
Enables automated interaction with Xiaohongshu (Little Red Book) to search for …
C 59 54 56 36 N/A 27 87 87
13126
stucchi
Trello MCP Server Claim 2
MCP server for the Trello REST API – manage boards, lists, cards, labels, check…
C 59 55 53 82 N/A 27 75 46
13127
Beyond-Network-AI
An extensible Model Context Protocol server that provides standardized access t…
C 59 66 74 73 0 48 82 73
13128
kamath
Provide a dedicated MCP server focused on delivering capabilities related to An…
C 59 54 38 42 N/A 14 95 100
13129
bobby38
A deployable MCP server on Cloudflare Workers that doesn't require authenticati…
C 59 55 48 55 21 81 83
13130
nictuku
A template repository for creating custom Model Context Protocol (MCP) servers …
C 59 54 60 27 N/A 39 94 75
13131
peteknowsai
Remote MCP Server Claim
A Cloudflare Workers implementation of Model Context Protocol (MCP) server that…
C 59 55 54 52 26 80 77
13132
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
13133
kcbabo
my-mcp Claim 1
An MCP server framework featuring dynamic tool loading and a modular one-tool-p…
C 59 55 53 33 32 80 94
13134
jkf87
HWP MCP Server Claim
A Node.js server that implements Model Context Protocol (MCP) for controlling H…
C 59 54 62 31 N/A 32 84 80
13135
ChristophePRAT
Enables access to Google Calendar events from a public ICS feed, allowing users…
C 59 55 54 33 27 81 99
13136
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
13137
Rickeylaiii
An MCP tool that integrates with Amap API services, allowing AI to access geogr…
C 59 55 74 30 20 71 93
13138
Chaeyun06
Provide route finding and navigation capabilities using the Naver Maps API. Ena…
C 59 54 30 68 N/A 22 92 78
13139
topotal
Waroom MCP Claim
A Model Context Protocol (MCP) server that enables interaction with Waroom API …
C 59 55 54 100 31 81 13
13140
markomitranic
An MCP server that allows AI models to create data visualizations using Vega-Li…
C 59 55 63 45 20 69 93
13141
LebedAlIv2601
Provides weather forecast data for any location using the Open-Meteo API, retur…
C 59 66 84 68 0 27 81 89
13142
jlucaso1
A Model Context Protocol server that connects your personal WhatsApp account to…
C 59 55 47 82 N/A 32 95 26
13143
Utkarshchaudhary009
YtMCP Claim 1
A Model Context Protocol server providing comprehensive read-only access to You…
C 59 55 45 36 40 83 95
13144
DXC-Lab-Linkage
A continuous integration server that automates Python code analysis, providing …
C 59 55 68 31 19 81 88
13145
chrisguidry
YNAB MCP Server Claim 1
An MCP server that provides Large Language Models with access to YNAB (You Need…
C 59 55 45 37 31 81 99
13146
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
13147
rockmelodies
Enables remote container security monitoring and management through Docker API …
C 59 55 60 32 37 81 85
13148
tanteng
MCP Demo Claim 1
A demonstration Model Context Protocol server that includes a web-based interfa…
C 59 54 80 0 N/A 30 84 98
13149
Anilinfo2015
An MCP server that retrieves jokes from three different sources: Chuck Norris j…
C 59 55 53 17 49 83 100
13150
vinayak-mehta
mcp-browser-use Claim 1
An MCP server that connects any MCP client (like Claude or Cursor) with the bro…
C 59 55 47 23 64 81 91
Showing 13101–13150 of 33790 servers
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