MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50301
rileylsmith1997
An MCP server that reports on and manages systemd services using systemctl and …
N/A N/A
50302
DailyNoBug
A human-in-the-loop browser MCP server that pauses for user actions like login …
N/A N/A
50303
vtmade
Streams hand-drawn Excalidraw diagrams with smooth viewport camera control and …
N/A N/A
50304
heffrey78
Enables safe shell command execution with configurable directory and command re…
N/A N/A
50305
itlostandfound
An MCP server that exposes the full Task-Tracker REST API as MCP tools, enablin…
50306
flaltangyi
cy-excel-mcp Claim
Parses WeChat order messages, merges follow-up updates, and writes structured o…
50307
FreelexHo
power-bi-mcp Claim
Power BI MCP server with device code auth, enhanced refresh (table-level pollin…
50308
mcp-open
MCP server for automating Upgates e-commerce shops via the Upgates API v2. Prov…
50309
OmNagvekar
Chef-Agent Claim
A streaming AI cooking assistant that uses MCP tools and Neo4j knowledge graph …
50310
autoblocksai
ctxl-mcp Claim
Personal context management for AI assistants
N/A N/A 95
50311
cognis-digital
Runtime agent firewall for PII redaction, rate limits, and policy enforcement, …
N/A N/A
50312
feelautom
tia-connect Claim
First industrial-grade MCP server for Siemens TIA Portal. Program PLC/HMI (SCL…
N/A N/A 95
50313
YogiboKorea
A Node.js MCP server example with user management, task management, and calcula…
50314
radimsem
remindb Claim
An agentic memory database that cuts session tokens by 82–99%. One portable SQL…
N/A N/A
50315
SamTesura
Enables natural language interaction with Tenable Nessus for vulnerability scan…
N/A N/A
50316
TONresistor
MCP server for managing TON blockchain sites, deployments, DNS, and storage via…
50317
jason-bourne-gg
Exposes Aniket Charjan's resume as a queryable API for AI assistants, implement…
N/A N/A
50318
usebarekey
Memory Store Claim
A Rust MCP stdio server for durable project-local AI notes, enabling agents to …
N/A N/A 95
50319
kingtousick
Fetches Korean and global financial data (indices, stocks, ETFs, exchange rates…
N/A N/A
50320
AiAgentKarl
Provides real-time electricity grid data including CO2 intensity, power mix, an…
50321
anhuaxiang
Enables AI assistants to interact with Google Sheets, performing operations lik…
N/A N/A
50322
alaarab
phren Claim
A persistent memory server for AI agents that stores findings, tasks, and patte…
N/A N/A
50323
FirenzeClaw
基于REST API的Kimi Code CLI调试隧道,提供推送式全自动化session编排,支持多轮对话、实时流式响应和智能思考过滤。
N/A N/A
50324
quanlh30504
A modular monolith MCP server connecting multiple providers (Redash, PostgreSQL…
N/A N/A
50325
aicastle-school
Stock Price Claim
Fetch current stock quotes by ticker symbol across global markets. Integrate up…
N/A N/A 95
50326
kala51773
A TypeScript-based MCP server for parsing EPUB files, enabling metadata extract…
N/A N/A
50327
thangho98
Enables managing Cloudflare domains, DNS records, SSL certificates, zone operat…
50328
baddif
gmail-send Claim
Enables AI agents to send emails via Gmail using App Password authentication wi…
50329
yurthankiyak
Provide tailored advice and recommendations through an MCP interface. Enable se…
N/A N/A 95
50330
themiguelamador
Local MCP server for TOCOnline accounting/invoicing API that enables AI assista…
N/A N/A
50331
darljed
MCP server for the Paperclip AI agent orchestration API, enabling management of…
N/A N/A
50332
sepfazeli
Provides AI agents safe, read-only access to a ClickHouse database, enabling ta…
50333
fastmcp-me
CortexGraph Claim
A Model Context Protocol (MCP) server providing human-like memory dynamics for …
N/A N/A
50334
kindrat86
agentmail Claim
Provides AI agents with compliance screening (OFAC sanctions, risk scoring, Kno…
50335
askAITHENA
# Gyana Universal VectorKB MCP Server A unified WebSocket-based MCP (Model Con…
N/A N/A 95
50336
trakkr-aisearch
Typed MCP server for OpenAI Ads and ChatGPT Ads via the Advertiser API. Support…
50337
MSelcukAkbas
A modular MCP server that provides AI agents with cognitive memory, local syste…
50338
eric050828
Enables LLMs to programmatically control n8n via natural language for automated…
50339
kohlsalem
A local MCP server that enables LLMs like Claude to access Schulmanager Online …
50340
84emllc
A Model Context Protocol server for Google Calendar integration, enabling AI as…
50341
hmatrades
An MCP server that lets Claude analyze your TradingView charts by reading the w…
N/A N/A
50342
df4u1t
Provides a unified interface for security analysts to gather threat intelligenc…
N/A N/A
50343
daniel-ddtech
Adlicio Claim
Scrape customer comments and reviews from Reddit, YouTube, Amazon, TikTok, and …
50344
Peterl561
A read-only interface for querying InstantDB that dynamically loads schemas and…
81
50345
jimmystridh
An MCP server for Sweden's largest grocery chain Willys. Enables controlling yo…
N/A N/A
50346 N/A N/A 95
50347
BigSweetPotatoStudio
一个基于 MCP 协议的 Electron 桌面终端应用,为 AI 助手提供安全的远程 shell 执行能力。
N/A N/A
50348
SafaAslan
Enables Claude AI to control an Engwe N1 Air e-bike via Bluetooth and IoT API, …
N/A N/A
50349
Agentline Claim 1
Phone numbers, SMS, 2FA capture, voice calls, and email for AI agents.
N/A N/A 69
50350
KaminaDuck
Provides AI assistants with access to Magic: The Gathering card data via Scryfa…
N/A N/A
Showing 50301–50350 of 66502 servers