MCP Server Quality Scores

Independent quality analysis of 33449 public MCP servers

33449
Discovered
26533
Scored
1640
Verified
16957
Complete

Last updated 1 hour, 24 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
22101
public-ui
kolibri Claim
Streaming KoliBri MCP server (NPM: `@public-ui/mcp`) delivering 200+ guaranteed…
C 58 44 36 50 70 84
22102
feamster
Paymo MCP Server Claim 1
An MCP server for the Paymo platform that enables AI assistants to manage time …
C 58 44 73 41 25 80
22103
adamwattis
An MCP server that connects to the Resource Hub, allowing centralized configura…
C 58 44 49 73 24 81
22104
thesuitabs
sealedmail Claim
Send and receive on-chain private messages via SealedMail on Sui. No browser wa…
C 58 33 60 N/A N/A 32 75
22105
hope1026
weppy-roblox-mcp Claim 1
MCP server and plugin that lets AI agents (Claude Code, Cursor, Codex, Gemini) …
C 58 43 54 22 N/A 62 96
22106
CatchNip
MCP Selenium Grid Claim
Enables browser automation by managing Selenium Grid browser instances (Chrome,…
C 58 44 64 28 59 80
22107
go-nunu
nunu Claim
A CLI tool for building Go applications.
C 58 43 56 15 N/A 70 95
22108
SidneyBissoli
bcb-br-mcp Claim 2
MCP Server for Brazilian Central Bank Time Series (SGS/BCB) - Economic and Fina…
C 58 43 39 58 N/A 47 92
22109
avanishd-3
Math MCP Server Claim
Enables basic arithmetic operations (addition, subtraction, multiplication, div…
C 58 43 56 32 N/A 46 95
22110
liquiddesign
Freelo MCP Server Claim
Integrates with Freelo project management API to retrieve task details, list su…
C 58 44 48 71 26 80
22111
rigzindorje
This MCP server provides a natural language interface to the Gmail API, allowin…
C 58 43 60 45 N/A 21 95
22112
V-Sekai-fire
Solve constraint programming problems with MiniZinc.
C 58 33 42 N/A N/A 37 95
22113
ArkVex
Native_MCP Claim
An extensible Model Context Protocol server that enables AI assistants like Cla…
C 58 44 72 31 41 81
22114
yaniv-golan
mcp-bash Claim
A framework for building Model Context Protocol (MCP) servers using pure Bash s…
C 58 44 60 7 85 85
22115
renzoqcad
Exposes Contentful MCP tools as a remote HTTP endpoint, allowing Claude Desktop…
C 58 44 56 62 23 81
22116
dedalus-labs
linear-mcp Claim 1
A Model Context Protocol server that enables interaction with Linear workspaces…
C 58 44 57 41 48 82
22117
griffithsbs
envmcp Claim
A lightweight way to use environment variables in your Cursor MCP server defini…
C 58 43 60 25 N/A 63 84
22118
denisalmeida
Enables interaction with Twenty CRM through a Model Context Protocol server. Pr…
C 58 44 72 42 23 81
22119
Meowrium
MCPGTCG Claim 1
An MCP server for the Genius Invokation TCG simulator that allows AI models to …
C 58 43 69 27 N/A 36 90
22120
mkearl
DependencyMCP Server Claim 1
Analyzes codebases to generate dependency graphs and architectural insights acr…
C 58 33 54 N/A N/A 17 95
22121
X3r0K
BurpSuite MCP Server: A powerful Model Context Protocol (MCP) server implementa…
C 58 44 58 51 42 76
22122
nim444
MCP Android Agent Claim 1
A Model Context Protocol server that enables AI agents to control and automate …
C 58 43 57 31 N/A 48 94
22123
tendayspace
CbetaMCP Claim
A modular, extensible FastAPI-based platform that aggregates multiple AI tools …
C 58 44 42 72 34 83
22124
BACH-AI-Tools
Enables sentiment analysis of text blocks using the Api Ninjas API, returning s…
C 58 44 50 55 45 80
22125
Ibrahimogod
mcp-bitbucket Claim
Access all major Bitbucket Cloud features—repositories, pull requests, issues, …
C 58 44 60 41 49 81
22126
trsdn
PowerPoint automation for AI - Slides, Shapes, Text, Charts and more. Windows o…
C 58 43 66 0 N/A 79 91
22127
flipt-io
mcp-server-flipt Claim
Enable AI assistants to interact with your feature flags in [Flipt](https://fli…
C 58 43 48 35 N/A 59 94
22128
openags
Paper Search MCP Claim 1
An MCP server for searching and downloading academic papers from multiple sourc…
C 58 44 61 28 57 83
22129
ramonbnuezjr
A standardized API server that enables AI agents and client applications to fet…
C 58 44 56 65 21 82
22130
DiederichSolis
Enables analysis of datasets from CSV/Excel files, Google Sheets, and Google Dr…
C 58 44 50 68 27 81
22131
natsukium
A Nix-based configuration framework for Model Control Protocol (MCP) servers wi…
C 58 43 60 22 N/A 56 95 NI
22132
alderban107
hyprland-mcp Claim 1
An MCP server for Hyprland desktop automation that allows AI assistants to see …
C 58 43 61 31 N/A 45 89
22133
Oortonaut
task-graph-mcp Claim 1
MCP server for agent task workflows with phases, prompts, gates, and multi-agen…
C 58 43 45 22 N/A 79 95
22134
systeminit
System Initiative Claim
System Initiative provides AI Native Infrastructure automation that gives you c…
C 58 44 56 25 75 81
22135
rishigundakaram
Enables conversational 3D modeling by providing CAD-Query functionality to vali…
C 58 43 76 26 N/A 24 95
22136
qingyun-ag2
Zoom MCP Server Claim
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
C 58 43 60 47 N/A 21 95
22137
EulerianTechnologies
Provides access to the Eulerian Marketing Platform: analytics, attribution & da…
C 58 43 56 41 N/A 48 83
22138
markswendsen-code
mcp-publix Claim 2
An MCP server that enables users to search for Publix products, find store loca…
C 58 44 81 25 30 82
22139
BACH-AI-Tools
Enables access to the Deezer 1 API through MCP protocol. Requires API key authe…
C 58 44 50 57 45 80
22140
DTDucas
chm to markdown and vectorDB
C 58 43 56 28 N/A 58 92
22141
hope1026
Roblox MCP Claim 1
MCP server and plugin for Roblox Studio — control scripts, terrain, assets, and…
C 58 43 54 20 N/A 62 96
22142
vanman2024
CATS MCP Server Claim
Enables interaction with CATS (Complete Applicant Tracking System) API v3 throu…
C 58 44 72 40 29 80
22143 C 58 43 60 22 N/A 58 90
22144
solangii
Upbit MCP Server Claim
Interact with Upbit cryptocurrency exchange services to retrieve market data, m…
C 58 44 56 46 46 80
22145
aliyun
A universal interface that enables AI Agents to seamlessly communicate with Adb…
C 58 44 62 41 49 78
22146
krillto
Krill Claim
Search, organize, and chat with your saved Twitter/X bookmarks from any AI agen…
C 58 44 60 35 48 84
22147
longevity-genie
gget-mcp Claim
MCP server providing a powerful bioinformatics toolkit for genomics queries and…
C 58 44 60 31 58 81
22148
RyanCardin15
azure-devops-mcp Claim
This server provides a convenient API for interacting with Azure DevOps service…
C 58 44 60 38 52 81
22149
DiscreteTom
Shinkuro Claim
Enables loading and serving markdown files as prompts from local folders or Git…
C 58 44 56 38 58 81
22150
Gowtham-3004
Enables Claude Desktop to interact with the Kynhood Events API, allowing users …
C 58 44 78 35 24 81
Showing 22101–22150 of 33449 servers
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