MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 1 day ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9451
kurojs
Wayland MCP Server Claim
Enables AI assistants to automate Wayland desktop environments through screensh…
C 67 54 66 38 N/A 34 95 97
9452
YC-Agents-Hackathon
Enables web and local business searches through the Brave Search API. Provides …
C 67 55 78 53 23 81 91
9453
Wh0am123
MCP configuration to connect AI agent to a Linux machine.
C 67 54 82 31 N/A 56 80 83
9454
slicequeue
Provide real-time and comprehensive subway information for South Korea, includi…
C 67 55 66 73 N/A 24 81 78
9455
drew6050
Provides ML-powered revenue intelligence for sales and customer success teams, …
C 67 55 84 48 21 81 90
9456
bgheneti
Amazing Marvin MCP Claim
Integrates the Amazing Marvin productivity system with AI assistants to manage …
C 67 55 76 43 35 81 91
9457
Samarth2001
Provides real-time and historical financial market data from Yahoo Finance, inc…
C 67 55 76 38 34 82 98
9458
ZZZHDW
Kusto MCP Server Claim 2
An MCP server that provides access to Azure Data Explorer (ADX) clusters, allow…
C 67 55 69 53 35 81 92
9459
angrysky56
Narrative Graph MCP Claim 1
A Model Context Protocol server implementing the Random Tree Model for encoding…
C 67 55 63 100 N/A 23 95 34
9460
Dysron
Ableton MCP Claim 1
Enables AI assistants to control Ableton Live through natural language by query…
C 67 54 76 33 N/A 25 92 100
9461
thomasfevre
A TypeScript/Node.js server that enables creating, deploying, and bridging Omni…
C 67 55 60 58 41 81 91
9462
Spathodea-Network
A Model Context Protocol server that facilitates integration with OpenCTI, allo…
C 67 55 63 66 36 81 82
9463
michaelkrasa
Provide seamless access to Alpha ESS solar inverter and battery system data for…
C 67 55 62 41 N/A 50 81 100
9464
mnhlt
WebSearch Claim 1
Enable your AI assistants to perform real-time web searches and retrieve the la…
C 67 55 55 62 N/A 45 81 91
9465
ursazoo
Iteration MCP Claim 1
Automates iteration management and code review submission workflows with DingTa…
C 67 54 72 61 N/A 24 90 75
9466 C 67 55 85 32 N/A 51 78 88
9467
djm81
Log Analyzer MCP Claim
A Python-based MCP server that enables AI-assisted log file analysis with featu…
C 67 55 82 30 38 81 100
9468
xxflux
A TypeScript server that implements the Model Context Protocol, enabling AI-pow…
C 67 55 92 31 19 80 100
9469
worksona
Integrates 100+ specialized AI agents with Claude Desktop, providing automated …
C 67 54 92 30 N/A 29 90 83
9470
dannywillowliu-uchi
Enables creating, editing, and compiling LaTeX resumes directly from Claude usi…
C 67 54 60 28 N/A 64 95 93
9471
abhinav-mangla
MCP Think Tool Server Claim 1
A Model Context Protocol server that provides Claude with a dedicated space for…
C 67 54 41 50 N/A 60 94 95
9472
sbraind
MCP Lite Wrappers Claim
Lightweight MCP wrappers that consolidate multiple tools from services like Sup…
C 67 55 96 37 32 80 77
9473
Patrick-Ogbue
Enables browser automation and web scraping by exposing Playwright tools throug…
C 67 54 72 27 N/A 45 92 99
9474
devbrother2024
A starter template for quickly developing Model Context Protocol (MCP) servers …
C 67 54 66 73 N/A 27 95 59
9475
Kylejeong2
Automate Twitter interactions by posting tweets, replying, and searching tweets…
C 67 55 54 68 N/A 26 81 98
9476
sdimitrov
MCP Memory Server Claim
Implements long-term memory capabilities for AI assistants using PostgreSQL wit…
C 67 55 90 38 28 81 84
9477
mimersql
mimer-mcp Claim 2
An MCP server with Mimer SQL Database Connectivity
C 67 54 69 37 N/A 65 70 98
9478
julianallchin
nucleo-mcp Claim 2
An MCP server that provides Claude with direct access to local Nucleo icon libr…
C 67 54 63 53 N/A 30 90 95
9479
clpi
Say Hello Claim
Send quick, personalized greetings to anyone. Add playful flair with Pirate Mod…
C 67 54 56 55 N/A 29 95 95
9480
VibeCoding4-JC
PDP MCP Server Claim 2
An MCP server that provides RAG-powered Q\&A regarding Indonesia's Law No. 27 o…
C 67 55 45 82 24 82 94
9481
kingbbs
yiditu-mcp Claim
I Ching hexagram analysis and geographic feng shui for Taiwan locations
C 67 66 90 76 0 71 81 86
9482
ryan-haver
Fusebase MCP Server Claim 1
Enables AI assistants to manage Fusebase workspaces by providing 46 tools for h…
C 67 54 88 27 N/A 32 87 94
9483
NehoraiHadad
Enables interaction with the Telegraph API (telegra.ph) to create, manage, edit…
C 67 55 76 32 53 82 90
9484
NocteDefensor
LudusMCP Server Claim 2
A Model Context Protocol server that enables natural language control of Ludus …
C 67 55 69 43 56 78 91
9485
thunderboltsid
mcp-nutanix Claim
Go-based MCP Server for interfacing with Nutanix Prism Central resources.
C 67 55 68 37 51 80 100
9486
luis0794
Violett MCP Server Claim 2
A Model Context Protocol server that provides tools for fetching and posting HT…
C 67 55 75 100 26 81 36
9487
truaxki
PDF to PNG MCP Server Claim 2
A Model Context Protocol server that converts PDF documents into PNG images thr…
C 67 54 71 45 N/A 18 95 96
9488
kimasplund
MCP Pyrefly Claim 1
Integrates Pyrefly's real-time Python type checker with a gamification system t…
C 67 54 60 55 N/A 51 81 89
9489
latiftplgu
Spotify MCP Server Claim 2
A Model Context Protocol server that enables AI assistants like Claude Desktop …
C 67 55 57 72 19 83 94
9490
joeyballentine
Paint MCP Claim
Exposes a Pygame-based drawing canvas as an MCP server, allowing LLMs to create…
C 67 54 76 33 N/A 30 90 99
9491
herring101
Docs-MCP Claim 1
An MCP server that allows users to efficiently search and reference user-config…
C 67 55 39 82 68 81 70
9492
erikhoward
adls-mcp-server Claim 1
MCP Server for Azure Data Lake Storage. It can perform manage containers, read/…
C 67 55 53 43 62 82 100
9493
mahdin75
gis-mcp Claim
A Model Context Protocol (MCP) server implementation that connects Large Langua…
C 67 55 64 33 N/A 74 82 87
9494
fluxinc
DICOM MCP Server Claim 1
A connectivity testing server that enables DICOM network operations (like C-ECH…
C 67 54 78 30 N/A 35 95 91
9495
relaxcloud-cn
MCP Port Scanner Claim
An intelligent layered port scanning service based on MCP protocol, designed fo…
C 67 55 80 28 53 81 90
9496
michael7736
MySQL MCP Server Claim 2
A Model Context Protocol server that allows AI agents to execute SQL queries ag…
C 67 55 77 100 26 71 42
9497
Sunwood-ai-labs
aira-mcp-server Claim 3
A Model Context Protocol server for creating commit messages from git staged fi…
C 67 54 57 60 N/A 60 90 70
9498
BeehiveInnovations
PAL MCP Server Claim
A Provider Abstraction Layer that orchestrates multiple AI models (GPT-5, Gemin…
C 67 55 96 40 70 81 40
9499
Moe03
Provides access to Google Maps API functionality including geocoding, place sea…
C 67 55 86 83 40 80 29
9500
anirban1592
MCP-AWS Claim
A custom server with tools that enable AI agents to provision and terminate AWS…
C 67 55 66 57 29 78 98
Showing 9451–9500 of 30006 servers
« Prev 1 188 189 190 191 192 601 Next »