MCP Server Quality Scores

Independent quality analysis of 33449 public MCP servers

33449
Discovered
26390
Scored
1627
Verified
16957
Complete

Last updated 0 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
22251
undsoul
Qlik MCP Server Claim
Connects AI assistants like Claude to Qlik Cloud and Qlik Sense Enterprise envi…
C 56 44 48 43 51 81
22252
happy-shine
Provides AI models with secure access to Interactive Brokers trading data and f…
C 56 43 50 32 N/A 44 95
22253
QuantuLabs
hivemind Claim
Query multiple AI models (OpenAI, Anthropic, Google) for consensus responses.
C 56 43 56 36 N/A 58 75
22254
freminder
ESG MCP Servers Claim 1
31 MCP tools for ESG data extraction, PDF processing, vector search, and EU reg…
C 56 43 70 28 N/A 47 75
22255
keides2
A Model Context Protocol server that enables natural language interaction with …
C 56 44 43 35 73 81
22256
zgh2hh
MCP Test Server Claim
A TypeScript-based test implementation for the Model Context Protocol (MCP) wit…
C 56 43 60 22 N/A 43 95
22257
marcelkurvers
A multi-language testing automation server that enables AI assistants to discov…
C 56 43 66 25 N/A 37 89
22258
myownipgit
Provides cryptocurrency trading signals, market analysis, and portfolio managem…
C 56 44 60 51 26 80
22259
peikuo
A Multi-Call Protocol server providing comprehensive access to Chinese stock ma…
C 56 44 72 35 25 81
22260
ag2-mcp-servers
An MCP (Multi-Agent Conversation Protocol) Server that enables AI agents to int…
C 56 44 60 52 21 81
22261
xydong-web
mcp-nexus Claim
A multi-provider MCP server that acts as a unified bridge for Tavily, Brave Sea…
C 56 44 62 38 33 83
22262
anrgct
HTTP-based server that provides semantic code search capabilities to IDEs throu…
C 56 44 58 31 51 84
22263
yuna0x0
AniList Claim
AniList MCP server for accessing AniList API data
C 56 55 70 68 0 71 69
22264
undici77
Securely fetches web content, extracts links and metadata, and downloads files …
C 56 44 58 43 37 81
22265
arjunkmrm
Model Context Protocol server that enables interaction with GitHub repositories…
C 56 44 50 66 21 81
22266
ag2-mcp-servers
An MCP (Multi-Agent Conversation Protocol) server that enables interaction with…
C 56 43 60 42 N/A 21 90
22267
moodleMCP
Enables interaction with Moodle learning management systems through the Moodle …
C 56 43 42 62 N/A 18 95
22268
priyansh4320
An MCP (Multi-Agent Conversation Protocol) server that enables natural language…
C 56 43 60 40 N/A 21 95
22269
r-huijts
firstcycling-mcp Claim
Access cycling race data, results, and statistics through natural language. Fea…
C 56 44 64 25 52 82
22270
SmythOS
Enables spawning ephemeral Linux sandbox containers using Docker and executing …
C 56 43 60 22 N/A 44 95
22271
tejpalvirk
Provides tools for managing student knowledge graphs, enabling structured repre…
C 56 44 76 33 23 80
22272
sam-artuso
Enables LLMs to get current time information for any timezone worldwide, includ…
C 56 44 48 60 30 81
22273
varun-b-nagaraj
Enables users to interact with a business co-founder/executive assistant that i…
C 56 44 48 61 27 82
22274
acnlabs
A multi-model task management system that enables intelligent task creation, de…
C 56 44 54 56 26 81
22275
emicklei
MCP server proxy that offers a Web UI to the full message flow
C 56 43 60 22 N/A 63 80
22276
janwilmake
curl mcp Claim
A Multi-modal Conversation Protocol (MCP) server that enables interacting with …
C 56 44 56 57 19 81
22277
dzikrihilman
Kanban MCP Claim
A comprehensive project management system that provides a full-featured Kanban …
C 56 44 64 31 38 84
22278
irab
OrgBrain MCP Server Claim 1
Provides knowledge extraction and cross-repo analysis tools for multi-repositor…
C 56 44 60 28 55 80
22279
ag2-mcp-servers
IX-API MCP Server Claim
An auto-generated Multi-Agent Conversation Protocol Server that enables interac…
C 56 43 60 40 N/A 21 95
22280
BACH-AI-Tools
Enables conversion of YouTube videos to MP3 format through the Youtube To Mp315…
C 56 44 50 52 45 76
22281
MorDavid
BloodHound-MCP-AI is integration that connects BloodHound with AI through Model…
C 56 43 70 28 23 90
22282
kvgork
Enables AI assistants to control Gazebo robot simulations through ROS2, includi…
C 56 44 84 12 32 84
22283
Vonage-Community
Enables LLMs to make voice calls and send SMS messages through the Vonage API, …
C 56 44 60 38 42 81
22284
leolech14
LocalMCP Claim
An advanced MCP-based AI agent system with intelligent tool orchestration, mult…
C 56 43 54 31 N/A 41 95
22285
usmanbutt-dev
Unity MCP Server Claim
Enables AI agents to query and control the Unity Editor, supporting scene manag…
C 56 43 60 18 N/A 48 95
22286
jmagar
Scout MCP Claim
Enables remote file operations and command execution across multiple machines v…
C 56 43 48 43 N/A 35 95
22287
yutakobayashidev
ava Claim
Automatically share development progress to Slack through AI. MCP-powered task …
C 56 43 54 30 N/A 52 87
22288
novyxlabs
Novyx MCP Claim
Description: Persistent memory for AI agents with rollback, audit trails, seman…
C 56 44 56 26 61 82
22289
DeXpertmx
Volkern MCP Server Claim 1
Integrates Volkern CRM with AI agents to manage leads, schedule appointments, a…
C 56 44 72 35 27 80
22290
gws8820
secure-mcp-proxy Claim
A MCP Proxy (Local <-> SSE) with token based authentication.
C 56 44 56 45 38 81
22291
blahkheart
Unlock-MCP Claim 2
An MCP server providing comprehensive access to Unlock Protocol on Base and Bas…
C 56 44 57 53 24 82
22292
naru-sensei
Toast MCP Server Claim 1
An MCP server that displays desktop notifications on Windows 10 and macOS, comp…
C 56 43 39 52 N/A 42 92
22293
MalikAqsa-cloud
Enables AI-powered task management with Google Gemini integration, providing CR…
C 56 43 48 53 N/A 19 95
22294
CaptainCrouton89
A starter template for building Model Context Protocol servers that can integra…
C 56 44 54 58 23 81
22295
stalcup-dev
DPSCoach Claim
An AI-powered combat log analyzer for Throne & Liberty that provides actionable…
C 56 43 58 27 N/A 47 90
22296
nanoapi-io
napi Claim
Software architecture tooling for the AI age
C 56 43 56 27 N/A 49 90
22297
j-about
Qonto MCP Server Claim
Enables interaction with Qonto's Business API for banking operations. Supports …
C 56 44 56 43 41 81
22298
ag2-mcp-servers
A Multi-Agent Conversation Protocol server that enables interaction with HubSpo…
C 56 44 60 57 21 76
22299
davlgd
An unofficial JavaScript SDK to create customized servers for the Model Context…
C 56 44 60 31 52 78
22300
tywenk
A server that enables interaction with the Solana blockchain, providing access …
C 56 43 64 20 N/A 41 95
Showing 22251–22300 of 33449 servers
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