MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
15001
anoochit
UIKit MCP Server Claim 1 2
A Model Context Protocol server that provides Flutter UI templates for developm…
F 30 54 47 27 N/A 47 90 100
15002
yashshingvi
A server that connects to the Databricks Genie API, allowing LLMs to ask natura…
F 30 55 48 38 38 76 100
15003
jonthebeef
Superdesign MCP Server Claim 1 4
A design orchestrator that brings Superdesign capabilities to Claude Code as na…
F 30 55 84 75 N/A 34 87 36
15004
tahooki
Ureanl-Blender-MCP Claim 1
Unreal-Blender MCP is a unified server for controlling both Blender and Unreal …
F 30 55 72 26 27 74 97
15005
cosmocoder
MCP Web Docs Claim 1
A self-hosted MCP server that crawls, indexes, and searches documentation from …
F 30 54 94 75 N/A 80 88 93
15006
mingdedi
一个用于联网搜索的MCP服务器,基于博查搜索API A MCP server for internet search, based on the Bocha …
F 30 55 34 35 44 78 82
15007
alexanderop
mcp-server-starter-ts Claim 1 2
A minimal TypeScript starter template for building Model Context Protocol (MCP)…
F 30 55 72 100 N/A 48 90 45
15008
eirikb
any-cli-mcp-server Claim 1
Universal MCP server that transforms any CLI tool into an MCP server. Works wit…
F 30 54 96 57 N/A 66 82 79
15009
groundcobra009
Hourei MCP Server Claim 1 2
Enables searching and retrieving Japanese legal information from the e-Gov Law …
F 30 55 84 53 33 80 90
15010
mchardysam
Reachy Claude MCP Claim 1
Integrates the Reachy Mini robot or its simulation with Claude Code to provide …
F 30 54 72 30 N/A 46 90 90
15011
dvcrn
mcp-server-subagent Claim 1 2
An MCP server that allows a planning agent to delegate tasks to executor agents…
F 30 55 90 100 N/A 56 87 37
15012
Zuga-luga
ZugaShield Claim 1 2
A 7-layer security system for AI agents that detects and blocks prompt injectio…
F 30 55 90 73 65 80 72
15013
yuvalsuede
memory-mcp Claim 1
Persistent memory and automatic git snapshots for Claude Code, capturing decisi…
F 30 54 72 58 N/A 69 87 100
15014
v3nom
Fetches web page content, converts it to Markdown, and optionally processes it …
F 30 55 90 56 50 76 91
15015
samihalawa
Google Jules MCP Claim 1 2
An MCP server for automating Google Jules that enables seamless integration for…
F 30 55 69 67 32 74 98
15016
mobb-dev
mobb-vibe-shield-mcp Claim 1
[Mobb Vibe Shield](https://vibe.mobb.ai/) identifies and remediates vulnerabili…
F 30 66 96 60 0 55 77 90
15017
Lark-Base-Team
Lark Base MCP Server Claim 1 2
A Model Context Protocol server that provides LLMs with read and write access t…
F 30 55 71 66 30 76 88
15018
nickbaumann98
An advanced MCP server for Cline that leverages EverArt's AI models to generate…
F 30 55 84 68 19 74 97
15019
arthurpanhku
DocSentinel Claim 1 2
MCP server for AI agent for cybersecurity: automate assessment of documents, qu…
F 30 55 45 61 85 80 76
15020
davidlin2k
pox-mcp-server Claim 1 2
MCP server for the POX SDN controller to provides network control and managemen…
F 30 54 57 30 N/A 40 90 92
15021
PhialsBasement
Zonos TTS MCP Server Claim 1 2
Facilitates direct speech generation using Claude for multiple languages and em…
F 30 55 56 57 24 76 74
15022
praveencs87
Trello MCP Server Claim 1
Enables AI assistants and automation tools to interact with Trello boards, list…
F 30 55 76 66 23 80 86
15023
Gurgeron
Connects Claude to Google Docs, allowing users to list, read, create, update, s…
F 30 54 60 72 N/A 26 87 83
15024
jsuryanm
An AI-powered job recommender built on the Model Context Protocol that provides…
F 30 55 60 17 45 78 85
15025
jiliangmason
A FastMCP-based server that supports SSE real-time event streaming and tool cal…
F 30 54 66 57 N/A 46 87 87
15026
ananyaakamat
Integrates with Everything Search Engine to provide lightning-fast file search …
F 30 54 100 65 N/A 42 90 91
15027
phil65
LLMling Claim 1
A declarative framework that manages LLM resources, prompts, and tools through …
F 30 55 90 56 69 71 92
15028
pauloFroes
mcp-telegram Claim 1 2
An MCP server that wraps the Telegram Bot API into semantic tools for LLM agent…
F 30 54 51 72 N/A 35 89 92
15029
leonaries
AI Picture MCP Server Claim 1 3
An MCP server that integrates Alibaba Cloud DashScope's FLUX model to provide A…
F 30 55 79 100 46 76 41
15030
SonarSource
sonarqube-mcp-server Claim 1 3
An MCP server that enables integration with SonarQube Server or Cloud for code …
F 30 64 65 25 0 53 83 65
15031
Vrivaans
HandsAI Bridge Claim 1
A Node.js MCP server that acts as a communication bridge for the HandsAI Java a…
F 30 54 86 42 N/A 27 88 75
15032
r-huijts
ethics-check-mcp Claim 1 3
MCP server for comprehensive ethical analysis of AI conversations, detecting bi…
F 30 54 69 61 N/A 44 88 90
15033
kamath
Provide a simple MCP server implementation to demonstrate integration with Sent…
F 30 54 30 62 N/A 19 89 100
15034
particlefuture
MCPDiscovery Claim 1 2
MCP of MCPs. Automatic discovery and configure MCP servers on your local machin…
F 30 55 66 38 60 76 72
15035
wd041216-bit
Universal Search-First Knowledge Acquisition Plugin for LLMs. Enables real-time…
F 30 55 88 0 73 78 96
15036
analysta-ai
Playwrightium Claim 1 2
An MCP server for browser automation that allows AI to perform web tasks using …
F 30 54 75 57 N/A 59 90 84
15037
manasp21
Evolve and optimize solutions across multiple generations using genetic algorit…
F 30 54 96 60 N/A 49 90 92
15038
YoussefSahnoun
PentestMCP Claim 1
Enables LLMs to perform Active Directory penetration testing using tools like N…
F 30 54 66 37 N/A 46 84 87
15039
code-yeongyu
An advanced integration package that leverages OpenRouter and Perplexity APIs t…
F 30 55 72 70 40 76 91
15040
zhangzhongnan928
Connects to the Coinbase Commerce API, allowing AI assistants like Claude to ge…
F 30 55 72 75 19 80 93
15041
blbl147
blbl147-xhs-mcp Claim 1
搜索笔记、浏览首页推荐、查看笔记内容与评论,并发表你的评论。直接在工作流中与小红书内容互动,高效跟进话题。
F 30 66 56 40 0 26 71 93
15042
VaishnaviJagan
A standalone MCP server generated from an OpenAPI specification that exposes Pe…
F 30 55 94 41 22 76 87
15043
irahardianto
Enables AI coding assistants to search and retrieve information from a locally …
F 30 54 90 33 N/A 55 92 98
15044
michellechang77
mit_ai_agents_hw3 Claim 1
F 30 54 72 65 N/A 44 90 91
15045
XGenerationLab
xiyan_mcp_server Claim 1 3
An MCP server that supports fetching data from a database using natural languag…
F 30 66 63 37 0 70 76 94
15046
wenb1n-dev
mysql_mcp_server_pro Claim 1
Supports SSE, STDIO; not only limited to MySQL's CRUD functionality; also inclu…
F 30 54 90 45 N/A 68 87 83
15047
mrgoonie
MCP server that connects AI assistants to ReviewWebsite.com API for creating an…
F 30 55 82 72 75 80 89
15048
aidant64
A secure middleware that intercepts AI agent tool calls to evaluate risks and m…
F 30 55 60 68 24 76 98
15049
bartekke8it56w2
An MCP server implementation that leverages Google's Gemini API to provide anal…
F 30 55 69 67 25 78 91
15050
wehnsdaefflae
A comprehensive Model Context Protocol server that enables Claude Code to perfo…
F 30 54 78 68 N/A 69 90 99
Showing 15001–15050 of 66502 servers
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