MCP Server Quality Scores

Independent quality analysis of 66291 public MCP servers

66291
Discovered
31695
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 44 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
66101
mdasiff
A production-ready MCP server that turns any MCP-compatible AI assistant into a…
66102
uaixo
Enables AI assistants to manage multiple Outlook/Microsoft 365 mailboxes simult…
N/A N/A
66103
matpb
Read-only access to MySQL databases with query sanitization, Cloud SQL Proxy su…
66104
pelegreenall
Enables Claude to perform full SEO audits on unpublished HTML, Markdown, or Wor…
N/A N/A
66105
mcp-server Claim 1
Plan a week of budget-friendly family dinners from your pantry with Plento Past…
N/A N/A 69
66106
hha-nguyen
Enables interaction with Huly workspaces via WebSocket API to manage projects a…
81
66107
motola10
A server that exposes Jira Cloud operations as MCP tools, enabling programmatic…
66108
kashvipahuja-dev
Enables secure remote access to a Playwright-based MCP server with authenticati…
N/A N/A
66109
dillan
An MCP server that lets an AI assistant look at your boat's Signal K data and h…
N/A N/A
66110
synaptic-ai-consulting
nouri Claim
Plan smarter grocery runs with prioritized lists that learn from your edits. Fi…
N/A N/A 95
66111
ahad-raza24
Provides 12 tools to scrape and access Pakistan Stock Exchange market data, inc…
66112
jtxmp
Gives AI assistants image generation and editing capabilities through OpenRoute…
66113
Gsfrota
InfraPilot Claim
Enables infrastructure operations including provisioning, configuration, monito…
N/A N/A
66114 N/A N/A 95
66115
visioneth
Enables AI agents to read chain data, execute transactions, swap tokens, and ma…
66116
prathx0
drozer-mcp Claim
MCP server wrapping Drozer for LLM-driven Android IPC security testing, enablin…
N/A N/A
66117
ThakurAnketPratapSingh
Enables MCP-compatible clients to delegate senior software engineering tasks li…
N/A N/A
66118
seligj95
A hardened MCP server that enforces authentication via Easy Auth and OAuth, man…
66119
yslee1126
Enables database schema querying and execution plan analysis for Spring Boot pr…
N/A N/A
66120
Nonanti
narwhal Claim
TUI database client with a built-in MCP server. Five databases (postgres, mysql…
N/A N/A
66121
bountylens
Connects Claude Code to BountyLens Hunter Tracker for managing bug bounty hunt …
66122
babybuddy
Connect AI assistants to your Baby Buddy instance to log and query feedings, sl…
66123
7grounds
fedlex-mcp Claim
Swiss Federal Law (Fedlex) — search and retrieve articles from 11 federal laws.
N/A N/A 95
66124
dvejsada
mealie-mcp Claim
A read-only MCP server for Mealie that enables searching recipes, managing shop…
66125
leleshen2009
基于火珠林法六爻理论和《增删卜易》体系的智能排盘工具,为AI助手提供自动起卦、完整排盘、格局分析和专业解读等六爻占卜功能。
66126
tonycueva
A Model Context Protocol (MCP) server that enables Claude to create and manipul…
81
66127
hassav19-40y9
Teardrop Claim
Streaming AI agent API built on LangGraph. Implements AG-UI, A2A, MCP, and x402…
81
66128
coregentdevspace
Read-only SQL Server Analyst MCP — safe schema, stored procedure, and performan…
N/A N/A 75
66129
filhocf
Enables AI agents to intelligently match tasks to skills through semantic embed…
N/A N/A
66130
zturner1
Enables AI assistants to interact with local ComfyUI installations to list node…
N/A N/A 95
66131
ViranjPatel
Ultra-lightweight MCP server for construction calculations and material estimat…
66132
liunan-githu
Enables text-only language models to 'see' and describe images by calling multi…
N/A N/A
66133
Ai-Solutions-ru
High-performance TypeScript MCP server for MikroTik RouterOS management, enabli…
66134
HoareLea
revit-mcp Claim
Enables AI to interact with Revit via MCP, allowing data retrieval and element …
N/A N/A
66135
vynn-mcp Claim 1
Self-improving AI workflows with backtesting, prompt optimization, and scheduli…
N/A N/A 81
66136
osmarsant
Integrates with FitSlot API to manage support tickets, provide chatbot assistan…
81
66137
aderevyankin
Enables AI assistants to manage tasks across multiple projects with structured …
N/A N/A
66138
CSOAI-ORG
photography-ai-mcp MCP server by MEOK AI Labs
N/A N/A
66139
kevinmeyvaert
A reference server implementation for the Model Context Protocol that enables A…
81
66140
SeyiSwathhyYaganti
FinChat Claim
Enables AI agents to manage personal finances through MCP tools for transaction…
N/A N/A
66141
Kicey
jdtls-mcp Claim
Wraps the Eclipse JDT Language Server to enable AI assistants to understand Jav…
N/A N/A
66142
sid12super
A multi-agent research system that decomposes complex queries into targeted sub…
N/A N/A
66143
Veeraj270
An MCP server that integrates with AI models to provide web search capabilities…
N/A N/A
66144
gitByEOS
基于MCP协议的聊天桥接服务器,允许多个AI Agent接入同一个聊天室进行对话协作。
66145
zenskar
Enables natural language interaction with the Zenskar billing platform, coverin…
66146
umutckem
Enables students to securely access and manage their academic data from Isparta…
66147
openclaw-ai
Create harmonious color palettes based on theory and convert colors between for…
81
66148
datatorag
A Model Context Protocol server that gives Claude access to Google Workspace in…
66149
pipeworx-io
Search, explore, and query open data from Loire-Atlantique (France) via natural…
66150
CIII-glitch
Enables users to search and discover over 500 AI agent endpoints and x402 APIs …
81
Showing 66101–66150 of 66291 servers