MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 5 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
25001
paullippert
A comprehensive Model Context Protocol server for PocketBase that provides both…
N/A N/A 95
25002
huhanghao1990
hhhtest Claim
N/A N/A 95
25003 N/A N/A 95
25004
kjazz888
kkkkkk Claim
N/A N/A 95
25005
SkillBoss-AI
MCP server & Claude Code skills for 100+ AI services (LLMs, image/video gen, TT…
N/A N/A
25006 N/A N/A 95
25007
PizzaYx
A Model Context Protocol server for Dify that provides culture-related services…
N/A N/A 95
25008 N/A N/A 95
25009
Pyda-AI
A stateless FastMCP server that enables interaction with multiple Sentry instan…
81
25010
lightfastai
Connects creative applications like Blender and Adobe Creative Suite to AI mode…
N/A N/A 95
25011
marcserrat
Provides AI assistants with access to the SoftwareOne Marketplace API, enabling…
81
25012
BullrunData
Recession probability, capital rotation scoring, and economic data API
N/A N/A
25013
Dhenenjay
Enables satellite imagery analysis through Google Earth Engine, allowing users …
81
25014
antivirusakash
Generate images dynamically using the OpenAI gpt-image-1 model. Enhance your ap…
N/A N/A 95
25015 N/A N/A 95
25016
esoiman
bizgpt Claim
N/A N/A 95
25017 N/A N/A 95
25018
@itorisaias
Demonstrate and validate the Model Context Protocol server implementation with …
81
25019
local-filesystem
Explore and organize files and folders across your workspace. Read, write, move…
N/A N/A 95
25020
ykq007
A unified MCP server for Tavily and Brave Search APIs that features automatic A…
81
25021
BestDev
Enables AI agents to create and modify Unreal Engine blueprints using natural l…
N/A N/A 95
25022
montrellcruse
An enterprise-grade MCP server for the ServiceTitan API featuring robust safety…
95
25023
AndresNinou
A simple demonstration MCP server that provides basic greeting functionality an…
N/A N/A 95
25024
yigitkonur
Provide a stateless, scalable MCP server for arithmetic calculations using Stre…
N/A N/A 95
25025
elliot-evno
A basic MCP server built with FastMCP framework that provides example tools inc…
N/A N/A 95
25026
FortripEngineering
Enables LLMs to search and book flights across 300+ airlines, manage travel ord…
81
25027
bollam1818
A demonstration MCP server that provides calculator tools for arithmetic operat…
N/A N/A 95
25028
kongyo2
Provides comprehensive development tools for FastMCP projects including documen…
81
25029
raylow-x
mcpsmith Claim
deposit pour un test n8n
N/A N/A 95
25030
MCP-Mirror
Connects Claude Desktop directly to GitHub repositories and git commands, enabl…
N/A N/A 95
25031
majidmanzarpour
Connects Roblox Studio to AI coding editors via the Model Context Protocol, all…
81
25032 N/A N/A 95
25033
aaronsb
Provides tools for interacting with Targetprocess, a project management and agi…
81
25034
maywzh
A server that enables LLMs to interact with web pages through structured access…
81
25035
yazan4m7
yazan4m7 Claim
N/A N/A 95
25036
RobertBergman
Enables AI assistants to query and monitor wireless clients in Cisco Catalyst C…
81
25037
patrickcarmichael
A production-ready Pokémon MCP server that enables users to get comprehensive P…
81
25038 N/A N/A 95
25039
mdz-axo
Provides comprehensive codebase analysis and semantic understanding through int…
N/A N/A 95
25040
ryankr
Enables Claude Code to use Google Gemini AI capabilities for analyzing PDFs and…
81
25041
musabz360
Provide real-time weather data and forecasts to your applications. Enable agent…
N/A N/A 95
25042
dan
plus-ai Claim
N/A N/A 95
25043
Arodoid
UnityMCP Claim
Integrate AI assistants seamlessly into your Unity projects. Monitor editor sta…
N/A N/A 95
25044
sleepytimeshon
An MCP server that enables AI assistants to list, read, create, and manage file…
25045
apify
actors-mcp-server Claim
Use 3,000+ pre-built cloud tools, known as Actors, to extract data from website…
86
25046
TheNextGenNexus
Search court records, patents, and trademarks for legal research
N/A N/A 83
25047
PierrunoYT
Enables high-quality image generation with advanced text rendering and contextu…
81
25048
mobileteam102
mcp-chart Claim
N/A N/A 95
25049
diana.jinhyeon
tt Claim
N/A N/A 95
25050
GraysonCAdams
todoist-mcp Claim
An MCP server that provides AI assistants with full access to Todoist tasks, pr…
Showing 25001–25050 of 30006 servers
« Prev 1 499 500 501 502 503 601 Next »